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M.\",\"Laddad, S.\",\"Milano, M.\",\"Power, C.\",\"Samuel, M.\"],\"key\":\"DBLP:journals/corr/abs-2305-14614\",\"id\":\"DBLP:journals/corr/abs-2305-14614\",\"bibbaseid\":\"hellerstein-laddad-milano-power-samuel-invitedpaperinitialstepstowardacompilerfordistributedprograms-2023\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://doi.org/10.48550/arXiv.2305.14614\"},\"metadata\":{\"authorlinks\":{\"hellerstein, j\":\"https://dsf.berkeley.edu/jmh/\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"author\":[{\"firstnames\":[\"Shadaj\"],\"propositions\":[],\"lastnames\":[\"Laddad\"],\"suffixes\":[]},{\"firstnames\":[\"Conor\"],\"propositions\":[],\"lastnames\":[\"Power\"],\"suffixes\":[]},{\"firstnames\":[\"Tyler\"],\"propositions\":[],\"lastnames\":[\"Hou\"],\"suffixes\":[]},{\"firstnames\":[\"Alvin\"],\"propositions\":[],\"lastnames\":[\"Cheung\"],\"suffixes\":[]},{\"firstnames\":[\"Joseph\",\"M.\"],\"propositions\":[],\"lastnames\":[\"Hellerstein\"],\"suffixes\":[]}],\"title\":\"Optimizing Stateful Dataflow with Local Rewrites\",\"journal\":\"CoRR\",\"volume\":\"abs/2306.10585\",\"year\":\"2023\",\"url\":\"https://doi.org/10.48550/arXiv.2306.10585\",\"doi\":\"10.48550/ARXIV.2306.10585\",\"eprinttype\":\"arXiv\",\"eprint\":\"2306.10585\",\"timestamp\":\"Sun, 12 Nov 2023 00:00:00 +0100\",\"biburl\":\"https://dblp.org/rec/journals/corr/abs-2306-10585.bib\",\"bibsource\":\"dblp computer science bibliography, https://dblp.org\",\"bibtex\":\"@article{DBLP:journals/corr/abs-2306-10585,\\n  author       = {Shadaj Laddad and\\n                  Conor Power and\\n                  Tyler Hou and\\n                  Alvin Cheung and\\n                  Joseph M. 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Hellerstein and\\n                  Koushik Sen},\\n  title        = {Multiversion Hindsight Logging for Continuous Training},\\n  journal      = {CoRR},\\n  volume       = {abs/2310.07898},\\n  year         = {2023},\\n  url          = {https://doi.org/10.48550/arXiv.2310.07898},\\n  doi          = {10.48550/ARXIV.2310.07898},\\n  eprinttype    = {arXiv},\\n  eprint       = {2310.07898},\\n  timestamp    = {Tue, 24 Oct 2023 01:00:00 +0200},\\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-07898.bib},\\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\\n}\\n\\n\",\"author_short\":[\"Garcia, R.\",\"Dandamudi, A.\",\"Matute, G.\",\"Wan, L.\",\"Gonzalez, J.\",\"Hellerstein, J. M.\",\"Sen, K.\"],\"key\":\"DBLP:journals/corr/abs-2310-07898\",\"id\":\"DBLP:journals/corr/abs-2310-07898\",\"bibbaseid\":\"garcia-dandamudi-matute-wan-gonzalez-hellerstein-sen-multiversionhindsightloggingforcontinuoustraining-2023\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://doi.org/10.48550/arXiv.2310.07898\"},\"metadata\":{\"authorlinks\":{\"hellerstein, j\":\"https://dsf.berkeley.edu/jmh/\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"author\":[{\"firstnames\":[\"Daniel\"],\"propositions\":[],\"lastnames\":[\"Abadi\"],\"suffixes\":[]},{\"firstnames\":[\"Anastasia\"],\"propositions\":[],\"lastnames\":[\"Ailamaki\"],\"suffixes\":[]},{\"firstnames\":[\"David\",\"G.\"],\"propositions\":[],\"lastnames\":[\"Andersen\"],\"suffixes\":[]},{\"firstnames\":[\"Peter\"],\"propositions\":[],\"lastnames\":[\"Bailis\"],\"suffixes\":[]},{\"firstnames\":[\"Magdalena\"],\"propositions\":[],\"lastnames\":[\"Balazinska\"],\"suffixes\":[]},{\"firstnames\":[\"Philip\",\"A.\"],\"propositions\":[],\"lastnames\":[\"Bernstein\"],\"suffixes\":[]},{\"firstnames\":[\"Peter\",\"A.\"],\"propositions\":[],\"lastnames\":[\"Boncz\"],\"suffixes\":[]},{\"firstnames\":[\"Surajit\"],\"propositions\":[],\"lastnames\":[\"Chaudhuri\"],\"suffixes\":[]},{\"firstnames\":[\"Alvin\"],\"propositions\":[],\"lastnames\":[\"Cheung\"],\"suffixes\":[]},{\"firstnames\":[\"AnHai\"],\"propositions\":[],\"lastnames\":[\"Doan\"],\"suffixes\":[]},{\"firstnames\":[\"Luna\"],\"propositions\":[],\"lastnames\":[\"Dong\"],\"suffixes\":[]},{\"firstnames\":[\"Michael\",\"J.\"],\"propositions\":[],\"lastnames\":[\"Franklin\"],\"suffixes\":[]},{\"firstnames\":[\"Juliana\"],\"propositions\":[],\"lastnames\":[\"Freire\"],\"suffixes\":[]},{\"firstnames\":[\"Alon\",\"Y.\"],\"propositions\":[],\"lastnames\":[\"Halevy\"],\"suffixes\":[]},{\"firstnames\":[\"Joseph\",\"M.\"],\"propositions\":[],\"lastnames\":[\"Hellerstein\"],\"suffixes\":[]},{\"firstnames\":[\"Stratos\"],\"propositions\":[],\"lastnames\":[\"Idreos\"],\"suffixes\":[]},{\"firstnames\":[\"Donald\"],\"propositions\":[],\"lastnames\":[\"Kossmann\"],\"suffixes\":[]},{\"firstnames\":[\"Tim\"],\"propositions\":[],\"lastnames\":[\"Kraska\"],\"suffixes\":[]},{\"firstnames\":[\"Sailesh\"],\"propositions\":[],\"lastnames\":[\"Krishnamurthy\"],\"suffixes\":[]},{\"firstnames\":[\"Volker\"],\"propositions\":[],\"lastnames\":[\"Markl\"],\"suffixes\":[]},{\"firstnames\":[\"Sergey\"],\"propositions\":[],\"lastnames\":[\"Melnik\"],\"suffixes\":[]},{\"firstnames\":[\"Tova\"],\"propositions\":[],\"lastnames\":[\"Milo\"],\"suffixes\":[]},{\"firstnames\":[\"C.\"],\"propositions\":[],\"lastnames\":[\"Mohan\"],\"suffixes\":[]},{\"firstnames\":[\"Thomas\"],\"propositions\":[],\"lastnames\":[\"Neumann\"],\"suffixes\":[]},{\"firstnames\":[\"Beng\",\"Chin\"],\"propositions\":[],\"lastnames\":[\"Ooi\"],\"suffixes\":[]},{\"firstnames\":[\"Fatma\"],\"propositions\":[],\"lastnames\":[\"Ozcan\"],\"suffixes\":[]},{\"firstnames\":[\"Jignesh\",\"M.\"],\"propositions\":[],\"lastnames\":[\"Patel\"],\"suffixes\":[]},{\"firstnames\":[\"Andrew\"],\"propositions\":[],\"lastnames\":[\"Pavlo\"],\"suffixes\":[]},{\"firstnames\":[\"Raluca\",\"A.\"],\"propositions\":[],\"lastnames\":[\"Popa\"],\"suffixes\":[]},{\"firstnames\":[\"Raghu\"],\"propositions\":[],\"lastnames\":[\"Ramakrishnan\"],\"suffixes\":[]},{\"firstnames\":[\"Christopher\"],\"propositions\":[],\"lastnames\":[\"Ré\"],\"suffixes\":[]},{\"firstnames\":[\"Michael\"],\"propositions\":[],\"lastnames\":[\"Stonebraker\"],\"suffixes\":[]},{\"firstnames\":[\"Dan\"],\"propositions\":[],\"lastnames\":[\"Suciu\"],\"suffixes\":[]}],\"title\":\"The Seattle report on database research\",\"journal\":\"Commun. ACM\",\"volume\":\"65\",\"number\":\"8\",\"pages\":\"72–79\",\"year\":\"2022\",\"url\":\"https://doi.org/10.1145/3524284\",\"doi\":\"10.1145/3524284\",\"timestamp\":\"Mon, 05 Feb 2024 00:00:00 +0100\",\"biburl\":\"https://dblp.org/rec/journals/cacm/AbadiAABBBBCCDD22.bib\",\"bibsource\":\"dblp computer science bibliography, https://dblp.org\",\"bibtex\":\"@article{DBLP:journals/cacm/AbadiAABBBBCCDD22,\\n  author       = {Daniel Abadi and\\n                  Anastasia Ailamaki and\\n                  David G. Andersen and\\n                  Peter Bailis and\\n                  Magdalena Balazinska and\\n                  Philip A. Bernstein and\\n                  Peter A. Boncz and\\n                  Surajit Chaudhuri and\\n                  Alvin Cheung and\\n                  AnHai Doan and\\n                  Luna Dong and\\n                  Michael J. Franklin and\\n                  Juliana Freire and\\n                  Alon Y. Halevy and\\n                  Joseph M. Hellerstein and\\n                  Stratos Idreos and\\n                  Donald Kossmann and\\n                  Tim Kraska and\\n                  Sailesh Krishnamurthy and\\n                  Volker Markl and\\n                  Sergey Melnik and\\n                  Tova Milo and\\n                  C. Mohan and\\n                  Thomas Neumann and\\n                  Beng Chin Ooi and\\n                  Fatma Ozcan and\\n                  Jignesh M. Patel and\\n                  Andrew Pavlo and\\n                  Raluca A. Popa and\\n                  Raghu Ramakrishnan and\\n                  Christopher R{\\\\'{e}} and\\n                  Michael Stonebraker and\\n                  Dan Suciu},\\n  title        = {The Seattle report on database research},\\n  journal      = {Commun. {ACM}},\\n  volume       = {65},\\n  number       = {8},\\n  pages        = {72--79},\\n  year         = {2022},\\n  url          = {https://doi.org/10.1145/3524284},\\n  doi          = {10.1145/3524284},\\n  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},\\n  biburl       = {https://dblp.org/rec/journals/cacm/AbadiAABBBBCCDD22.bib},\\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\\n}\\n\\n\",\"author_short\":[\"Abadi, D.\",\"Ailamaki, A.\",\"Andersen, D. G.\",\"Bailis, P.\",\"Balazinska, M.\",\"Bernstein, P. A.\",\"Boncz, P. A.\",\"Chaudhuri, S.\",\"Cheung, A.\",\"Doan, A.\",\"Dong, L.\",\"Franklin, M. J.\",\"Freire, J.\",\"Halevy, A. Y.\",\"Hellerstein, J. 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J.\",\"Ailijiang, A.\",\"Charapko, A.\",\"Demirbas, M.\",\"Giridharan, N.\",\"Hellerstein, J. M.\",\"Howard, H.\",\"Stoica, I.\",\"Szekeres, A.\"],\"key\":\"DBLP:journals/corr/abs-2012-15762\",\"id\":\"DBLP:journals/corr/abs-2012-15762\",\"bibbaseid\":\"whittaker-ailijiang-charapko-demirbas-giridharan-hellerstein-howard-stoica-etal-scalingreplicatedstatemachineswithcompartmentalizationtechnicalreport-2020\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://arxiv.org/abs/2012.15762\"},\"metadata\":{\"authorlinks\":{\"hellerstein, j\":\"https://dsf.berkeley.edu/jmh/\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"author\":[{\"firstnames\":[\"Rishabh\"],\"propositions\":[],\"lastnames\":[\"Poddar\"],\"suffixes\":[]},{\"firstnames\":[\"Sukrit\"],\"propositions\":[],\"lastnames\":[\"Kalra\"],\"suffixes\":[]},{\"firstnames\":[\"Avishay\"],\"propositions\":[],\"lastnames\":[\"Yanai\"],\"suffixes\":[]},{\"firstnames\":[\"Ryan\"],\"propositions\":[],\"lastnames\":[\"Deng\"],\"suffixes\":[]},{\"firstnames\":[\"Raluca\",\"Ada\"],\"propositions\":[],\"lastnames\":[\"Popa\"],\"suffixes\":[]},{\"firstnames\":[\"Joseph\",\"M.\"],\"propositions\":[],\"lastnames\":[\"Hellerstein\"],\"suffixes\":[]}],\"title\":\"Senate: A Maliciously-Secure MPC Platform for Collaborative Analytics\",\"journal\":\"IACR Cryptol. ePrint Arch.\",\"pages\":\"1350\",\"year\":\"2020\",\"url\":\"https://eprint.iacr.org/2020/1350\",\"timestamp\":\"Wed, 02 Dec 2020 00:00:00 +0100\",\"biburl\":\"https://dblp.org/rec/journals/iacr/PoddarKYDPH20.bib\",\"bibsource\":\"dblp computer science bibliography, https://dblp.org\",\"bibtex\":\"@article{DBLP:journals/iacr/PoddarKYDPH20,\\n  author       = {Rishabh Poddar and\\n                  Sukrit Kalra and\\n                  Avishay Yanai and\\n                  Ryan Deng and\\n                  Raluca Ada Popa and\\n                  Joseph M. 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Patel and\\n                  Andrew Pavlo and\\n                  Raluca A. Popa and\\n                  Raghu Ramakrishnan and\\n                  Christopher R{\\\\'{e}} and\\n                  Michael Stonebraker and\\n                  Dan Suciu},\\n  title        = {The Seattle Report on Database Research},\\n  journal      = {{SIGMOD} Rec.},\\n  volume       = {48},\\n  number       = {4},\\n  pages        = {44--53},\\n  year         = {2019},\\n  url          = {https://doi.org/10.1145/3385658.3385668},\\n  doi          = {10.1145/3385658.3385668},\\n  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},\\n  biburl       = {https://dblp.org/rec/journals/sigmod/AbadiAABBBBCCDD19.bib},\\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\\n}\\n\\n\",\"author_short\":[\"Abadi, D.\",\"Ailamaki, A.\",\"Andersen, D. G.\",\"Bailis, P.\",\"Balazinska, M.\",\"Bernstein, P. A.\",\"Boncz, P. A.\",\"Chaudhuri, S.\",\"Cheung, A.\",\"Doan, A.\",\"Dong, L.\",\"Franklin, M. 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Faleiro and\\n                  Yihan Lin and\\n                  Joseph M. Hellerstein},\\n  title        = {Indy: a software system for the dense cloud},\\n  booktitle    = {Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa\\n                  Clara, CA, USA, September 24-27, 2017},\\n  pages        = {650},\\n  year         = {2017},\\n  crossref     = {DBLP:conf/cloud/2017},\\n  url          = {https://doi.org/10.1145/3127479.3134429},\\n  doi          = {10.1145/3127479.3134429},\\n  timestamp    = {Tue, 18 Aug 2020 01:00:00 +0200},\\n  biburl       = {https://dblp.org/rec/conf/cloud/WuFLH17.bib},\\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\\n}\\n\\n\",\"author_short\":[\"Wu, C.\",\"Faleiro, J. M.\",\"Lin, Y.\",\"Hellerstein, J. 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ACM\",\"volume\":\"57\",\"number\":\"8\",\"pages\":\"93–102\",\"year\":\"2014\",\"url\":\"https://doi.org/10.1145/2632792\",\"doi\":\"10.1145/2632792\",\"timestamp\":\"Tue, 06 Nov 2018 00:00:00 +0100\",\"biburl\":\"https://dblp.org/rec/journals/cacm/BailisVFHS14.bib\",\"bibsource\":\"dblp computer science bibliography, https://dblp.org\",\"bibtex\":\"@article{DBLP:journals/cacm/BailisVFHS14,\\n  author       = {Peter Bailis and\\n                  Shivaram Venkataraman and\\n                  Michael J. Franklin and\\n                  Joseph M. 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J.\",\"Agrawal, R.\",\"Ailamaki, A.\",\"Balazinska, M.\",\"Bernstein, P. A.\",\"Carey, M. J.\",\"Chaudhuri, S.\",\"Dean, J.\",\"Doan, A.\",\"Franklin, M. J.\",\"Gehrke, J.\",\"Haas, L. M.\",\"Halevy, A. Y.\",\"Hellerstein, J. M.\",\"Ioannidis, Y. E.\",\"Jagadish, H. V.\",\"Kossmann, D.\",\"Madden, S.\",\"Mehrotra, S.\",\"Milo, T.\",\"Naughton, J. F.\",\"Ramakrishnan, R.\",\"Markl, V.\",\"Olston, C.\",\"Ooi, B. 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M.\",\"Stoica, I.\"],\"key\":\"DBLP:journals/vldb/BailisVFHS14\",\"id\":\"DBLP:journals/vldb/BailisVFHS14\",\"bibbaseid\":\"bailis-venkataraman-franklin-hellerstein-stoica-quantifyingeventualconsistencywithpbs-2014\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://doi.org/10.1007/s00778-013-0330-1\"},\"metadata\":{\"authorlinks\":{\"hellerstein, j\":\"https://dsf.berkeley.edu/jmh/\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"firstnames\":[\"Peter\"],\"propositions\":[],\"lastnames\":[\"Alvaro\"],\"suffixes\":[]},{\"firstnames\":[\"Neil\"],\"propositions\":[],\"lastnames\":[\"Conway\"],\"suffixes\":[]},{\"firstnames\":[\"Joseph\",\"M.\"],\"propositions\":[],\"lastnames\":[\"Hellerstein\"],\"suffixes\":[]},{\"firstnames\":[\"David\"],\"propositions\":[],\"lastnames\":[\"Maier\"],\"suffixes\":[]}],\"title\":\"Blazes: Coordination analysis for distributed programs\",\"booktitle\":\"IEEE 30th International Conference on Data Engineering, Chicago, ICDE 2014, IL, USA, March 31 - April 4, 2014\",\"pages\":\"52–63\",\"year\":\"2014\",\"crossref\":\"DBLP:conf/icde/2014\",\"url\":\"https://doi.org/10.1109/ICDE.2014.6816639\",\"doi\":\"10.1109/ICDE.2014.6816639\",\"timestamp\":\"Thu, 23 Mar 2023 00:00:00 +0100\",\"biburl\":\"https://dblp.org/rec/conf/icde/AlvaroCHM14.bib\",\"bibsource\":\"dblp computer science bibliography, https://dblp.org\",\"bibtex\":\"@inproceedings{DBLP:conf/icde/AlvaroCHM14,\\n  author       = {Peter Alvaro and\\n                  Neil Conway and\\n                  Joseph M. 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Hellerstein and\\n                  Ion Stoica},\\n  title        = {Bolt-on causal consistency},\\n  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management\\n                  of Data, {SIGMOD} 2013, New York, NY, USA, June 22-27, 2013},\\n  pages        = {761--772},\\n  year         = {2013},\\n  crossref     = {DBLP:conf/sigmod/2013},\\n  url          = {https://doi.org/10.1145/2463676.2465279},\\n  doi          = {10.1145/2463676.2465279},\\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\\n  biburl       = {https://dblp.org/rec/conf/sigmod/BailisGHS13.bib},\\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\\n}\\n\\n\",\"author_short\":[\"Bailis, P.\",\"Ghodsi, A.\",\"Hellerstein, J. 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Arpaci{-}Dusseau and\\n                  Koushik Sen and\\n                  Dhruba Borthakur},\\n  title        = {{FATE} and {DESTINI:} {A} Framework for Cloud Recovery Testing},\\n  booktitle    = {Proceedings of the 8th {USENIX} Symposium on Networked Systems Design\\n                  and Implementation, {NSDI} 2011, Boston, MA, USA, March 30 - April\\n                  1, 2011},\\n  year         = {2011},\\n  crossref     = {DBLP:conf/nsdi/2011},\\n  url          = {https://www.usenix.org/conference/nsdi11/fate-and-destini-framework-cloud-recovery-testing},\\n  timestamp    = {Tue, 02 Feb 2021 00:00:00 +0100},\\n  biburl       = {https://dblp.org/rec/conf/nsdi/GunawiDJAHAASB10.bib},\\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\\n}\\n\\n\",\"author_short\":[\"Gunawi, H. S.\",\"Do, T.\",\"Joshi, P.\",\"Alvaro, P.\",\"Hellerstein, J. M.\",\"Arpaci-Dusseau, A. C.\",\"Arpaci-Dusseau, R. 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Bernstein and\\n                  Eric A. Brewer and\\n                  Michael J. Carey and\\n                  Surajit Chaudhuri and\\n                  AnHai Doan and\\n                  Daniela Florescu and\\n                  Michael J. Franklin and\\n                  Hector Garcia{-}Molina and\\n                  Johannes Gehrke and\\n                  Le Gruenwald and\\n                  Laura M. Haas and\\n                  Alon Y. Halevy and\\n                  Joseph M. Hellerstein and\\n                  Yannis E. Ioannidis and\\n                  Henry F. Korth and\\n                  Donald Kossmann and\\n                  Samuel Madden and\\n                  Roger Magoulas and\\n                  Beng Chin Ooi and\\n                  Tim O'Reilly and\\n                  Raghu Ramakrishnan and\\n                  Sunita Sarawagi and\\n                  Michael Stonebraker and\\n                  Alexander S. Szalay and\\n                  Gerhard Weikum},\\n  title        = {The Claremont report on database research},\\n  journal      = {{SIGMOD} Rec.},\\n  volume       = {37},\\n  number       = {3},\\n  pages        = {9--19},\\n  year         = {2008},\\n  url          = {https://doi.org/10.1145/1462571.1462573},\\n  doi          = {10.1145/1462571.1462573},\\n  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},\\n  biburl       = {https://dblp.org/rec/journals/sigmod/AgrawalABBCCDFFGGGHHHIKKMMOORSSSW08.bib},\\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\\n}\\n\\n\",\"author_short\":[\"Agrawal, R.\",\"Ailamaki, A.\",\"Bernstein, P. A.\",\"Brewer, E. A.\",\"Carey, M. J.\",\"Chaudhuri, S.\",\"Doan, A.\",\"Florescu, D.\",\"Franklin, M. J.\",\"Garcia-Molina, H.\",\"Gehrke, J.\",\"Gruenwald, L.\",\"Haas, L. M.\",\"Halevy, A. Y.\",\"Hellerstein, J. M.\",\"Ioannidis, Y. E.\",\"Korth, H. F.\",\"Kossmann, D.\",\"Madden, S.\",\"Magoulas, R.\",\"Ooi, B. 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Hellerstein and\\n                  Wei Hong},\\n  title        = {Approximate Data Collection in Sensor Networks using Probabilistic\\n                  Models},\\n  booktitle    = {Proceedings of the 22nd International Conference on Data Engineering,\\n                  {ICDE} 2006, 3-8 April 2006, Atlanta, GA, {USA}},\\n  pages        = {48},\\n  year         = {2006},\\n  crossref     = {DBLP:conf/icde/2006},\\n  url          = {https://doi.org/10.1109/ICDE.2006.21},\\n  doi          = {10.1109/ICDE.2006.21},\\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\\n  biburl       = {https://dblp.org/rec/conf/icde/ChuDHH06.bib},\\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\\n}\\n\\n\",\"author_short\":[\"Chu, D.\",\"Deshpande, A.\",\"Hellerstein, J. 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Zdonik},\\n  title        = {The Lowell database research self-assessment},\\n  journal      = {Commun. {ACM}},\\n  volume       = {48},\\n  number       = {5},\\n  pages        = {111--118},\\n  year         = {2005},\\n  url          = {https://doi.org/10.1145/1060710.1060718},\\n  doi          = {10.1145/1060710.1060718},\\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\\n  biburl       = {https://dblp.org/rec/journals/cacm/AbiteboulABCCCDFGGGHHHIKPLMNSSSSSUWWZ05.bib},\\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\\n}\\n\\n\",\"author_short\":[\"Abiteboul, S.\",\"Agrawal, R.\",\"Bernstein, P. A.\",\"Carey, M. J.\",\"Ceri, S.\",\"Croft, W. B.\",\"DeWitt, D. J.\",\"Franklin, M. J.\",\"Garcia-Molina, H.\",\"Gawlick, D.\",\"Gray, J.\",\"Haas, L. M.\",\"Halevy, A. Y.\",\"Hellerstein, J. M.\",\"Ioannidis, Y. E.\",\"Kersten, M. L.\",\"Pazzani, M. J.\",\"Lesk, M.\",\"Maier, D.\",\"Naughton, J. F.\",\"Schek, H.\",\"Sellis, T. 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Chun and\\n                  Joseph M. Hellerstein and\\n                  Boon Thau Loo and\\n                  Petros Maniatis and\\n                  Timothy Roscoe and\\n                  Scott Shenker and\\n                  Ion Stoica and\\n                  Aydan R. Yumerefendi},\\n  title        = {The Architecture of {PIER:} an Internet-Scale Query Processor},\\n  booktitle    = {Second Biennial Conference on Innovative Data Systems Research, {CIDR}\\n                  2005, Asilomar, CA, USA, January 4-7, 2005, Online Proceedings},\\n  pages        = {28--43},\\n  year         = {2005},\\n  crossref     = {DBLP:conf/cidr/2005},\\n  url          = {http://cidrdb.org/cidr2005/papers/P03.pdf},\\n  timestamp    = {Mon, 18 Jul 2022 17:13:00 +0200},\\n  biburl       = {https://dblp.org/rec/conf/cidr/HuebschCHLMRSSY05.bib},\\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\\n}\\n\\n\",\"author_short\":[\"Huebsch, R.\",\"Chun, B. N.\",\"Hellerstein, J. 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M.\"],\"key\":\"DBLP:conf/icde/RamanDH03\",\"id\":\"DBLP:conf/icde/RamanDH03\",\"bibbaseid\":\"raman-deshpande-hellerstein-usingstatemodulesforadaptivequeryprocessing-2003\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://doi.org/10.1109/ICDE.2003.1260805\"},\"metadata\":{\"authorlinks\":{\"hellerstein, j\":\"https://dsf.berkeley.edu/jmh/\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"firstnames\":[\"Joseph\",\"M.\"],\"propositions\":[],\"lastnames\":[\"Hellerstein\"],\"suffixes\":[]},{\"firstnames\":[\"Wei\"],\"propositions\":[],\"lastnames\":[\"Hong\"],\"suffixes\":[]},{\"firstnames\":[\"Samuel\"],\"propositions\":[],\"lastnames\":[\"Madden\"],\"suffixes\":[]},{\"firstnames\":[\"Kyle\"],\"propositions\":[],\"lastnames\":[\"Stanek\"],\"suffixes\":[]}],\"title\":\"Beyond Average: Toward Sophisticated Sensing with Queries\",\"booktitle\":\"Information Processing in Sensor Networks, Second International Workshop, IPSN 2003, Palo Alto, CA, USA, April 22-23, 2003, Proceedings\",\"pages\":\"63–79\",\"year\":\"2003\",\"crossref\":\"DBLP:conf/ipsn/2003\",\"url\":\"https://doi.org/10.1007/3-540-36978-3\\\\_5\",\"doi\":\"10.1007/3-540-36978-3_5\",\"timestamp\":\"Tue, 08 Aug 2023 01:00:00 +0200\",\"biburl\":\"https://dblp.org/rec/conf/ipsn/HellersteinHMS03.bib\",\"bibsource\":\"dblp computer science bibliography, https://dblp.org\",\"bibtex\":\"@inproceedings{DBLP:conf/ipsn/HellersteinHMS03,\\n  author       = {Joseph M. 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Hellerstein and\\n                  M. Frans Kaashoek and\\n                  David R. Karger and\\n                  Robert Tappan Morris},\\n  title        = {On the Feasibility of Peer-to-Peer Web Indexing and Search},\\n  booktitle    = {Peer-to-Peer Systems II, Second International Workshop, {IPTPS} 2003,\\n                  Berkeley, CA, USA, February 21-22,2003, Revised Papers},\\n  pages        = {207--215},\\n  year         = {2003},\\n  crossref     = {DBLP:conf/iptps/2003},\\n  url          = {https://doi.org/10.1007/978-3-540-45172-3\\\\_19},\\n  doi          = {10.1007/978-3-540-45172-3\\\\_19},\\n  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},\\n  biburl       = {https://dblp.org/rec/conf/iptps/LiLHKKM03.bib},\\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\\n}\\n\\n\",\"author_short\":[\"Li, J.\",\"Loo, B. T.\",\"Hellerstein, J. M.\",\"Kaashoek, M. F.\",\"Karger, D. R.\",\"Morris, R. 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Shah},\\n  title        = {TelegraphCQ: Continuous Dataflow Processing},\\n  booktitle    = {Proceedings of the 2003 {ACM} {SIGMOD} International Conference on\\n                  Management of Data, San Diego, California, USA, June 9-12, 2003},\\n  pages        = {668},\\n  year         = {2003},\\n  crossref     = {DBLP:conf/sigmod/2003},\\n  url          = {https://doi.org/10.1145/872757.872857},\\n  doi          = {10.1145/872757.872857},\\n  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},\\n  biburl       = {https://dblp.org/rec/conf/sigmod/ChandrasekaranCDFHHKMRS03.bib},\\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\\n}\\n\\n\",\"author_short\":[\"Chandrasekaran, S.\",\"Cooper, O.\",\"Deshpande, A.\",\"Franklin, M. J.\",\"Hellerstein, J. M.\",\"Hong, W.\",\"Krishnamurthy, S.\",\"Madden, S.\",\"Reiss, F.\",\"Shah, M. 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Ullman and\\n                  Gerhard Weikum and\\n                  Jennifer Widom and\\n                  Stanley B. Zdonik},\\n  title        = {The Lowell Database Research Self Assessment},\\n  journal      = {CoRR},\\n  volume       = {cs.DB/0310006},\\n  year         = {2003},\\n  url          = {http://arxiv.org/abs/cs/0310006},\\n  timestamp    = {Fri, 10 Jan 2020 00:00:00 +0100},\\n  biburl       = {https://dblp.org/rec/journals/corr/cs-DB-0310006.bib},\\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\\n}\\n\\n\",\"author_short\":[\"Abiteboul, S.\",\"Agrawal, R.\",\"Bernstein, P. A.\",\"Carey, M. J.\",\"Ceri, S.\",\"Croft, W. B.\",\"DeWitt, D. J.\",\"Franklin, M. J.\",\"Garcia-Molina, H.\",\"Gawlick, D.\",\"Gray, J.\",\"Haas, L. M.\",\"Halevy, A. Y.\",\"Hellerstein, J. M.\",\"Ioannidis, Y. E.\",\"Kersten, M. L.\",\"Pazzani, M. J.\",\"Lesk, M.\",\"Maier, D.\",\"Naughton, J. F.\",\"Schek, H.\",\"Sellis, T. K.\",\"Silberschatz, A.\",\"Stonebraker, M.\",\"Snodgrass, R. T.\",\"Ullman, J. D.\",\"Weikum, G.\",\"Widom, J.\",\"Zdonik, S. B.\"],\"key\":\"DBLP:journals/corr/cs-DB-0310006\",\"id\":\"DBLP:journals/corr/cs-DB-0310006\",\"bibbaseid\":\"abiteboul-agrawal-bernstein-carey-ceri-croft-dewitt-franklin-etal-thelowelldatabaseresearchselfassessment-2003\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://arxiv.org/abs/cs/0310006\"},\"metadata\":{\"authorlinks\":{\"hellerstein, j\":\"https://dsf.berkeley.edu/jmh/\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"author\":[{\"firstnames\":[\"Joseph\",\"M.\"],\"propositions\":[],\"lastnames\":[\"Hellerstein\"],\"suffixes\":[]},{\"firstnames\":[\"Elias\"],\"propositions\":[],\"lastnames\":[\"Koutsoupias\"],\"suffixes\":[]},{\"firstnames\":[\"Daniel\",\"P.\"],\"propositions\":[],\"lastnames\":[\"Miranker\"],\"suffixes\":[]},{\"firstnames\":[\"Christos\",\"H.\"],\"propositions\":[],\"lastnames\":[\"Papadimitriou\"],\"suffixes\":[]},{\"firstnames\":[\"Vasilis\"],\"propositions\":[],\"lastnames\":[\"Samoladas\"],\"suffixes\":[]}],\"title\":\"On a model of indexability and its bounds for range queries\",\"journal\":\"J. 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Hellerstein},\\n  title        = {Online Dynamic Reordering for Interactive Data Processing},\\n  booktitle    = {VLDB'99, Proceedings of 25th International Conference on Very Large\\n                  Data Bases, September 7-10, 1999, Edinburgh, Scotland, {UK}},\\n  pages        = {709--720},\\n  year         = {1999},\\n  crossref     = {DBLP:conf/vldb/99},\\n  url          = {http://www.vldb.org/conf/1999/P66.pdf},\\n  timestamp    = {Wed, 11 May 2022 08:53:25 +0200},\\n  biburl       = {https://dblp.org/rec/conf/vldb/RamanRH99.bib},\\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\\n}\\n\\n\",\"author_short\":[\"Raman, V.\",\"Raman, B.\",\"Hellerstein, J. 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Patterson and\\n                  Joseph M. Hellerstein},\\n  title        = {A Case for Intelligent Disks (IDISKs)},\\n  journal      = {{SIGMOD} Rec.},\\n  volume       = {27},\\n  number       = {3},\\n  pages        = {42--52},\\n  year         = {1998},\\n  url          = {https://doi.org/10.1145/290593.290602},\\n  doi          = {10.1145/290593.290602},\\n  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},\\n  biburl       = {https://dblp.org/rec/journals/sigmod/KeetonPH98.bib},\\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\\n}\\n\\n\",\"author_short\":[\"Keeton, K.\",\"Patterson, D. A.\",\"Hellerstein, J. M.\"],\"key\":\"DBLP:journals/sigmod/KeetonPH98\",\"id\":\"DBLP:journals/sigmod/KeetonPH98\",\"bibbaseid\":\"keeton-patterson-hellerstein-acaseforintelligentdisksidisks-1998\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://doi.org/10.1145/290593.290602\"},\"metadata\":{\"authorlinks\":{\"hellerstein, j\":\"https://dsf.berkeley.edu/jmh/\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"author\":[{\"firstnames\":[\"Philip\",\"A.\"],\"propositions\":[],\"lastnames\":[\"Bernstein\"],\"suffixes\":[]},{\"firstnames\":[\"Michael\",\"L.\"],\"propositions\":[],\"lastnames\":[\"Brodie\"],\"suffixes\":[]},{\"firstnames\":[\"Stefano\"],\"propositions\":[],\"lastnames\":[\"Ceri\"],\"suffixes\":[]},{\"firstnames\":[\"David\",\"J.\"],\"propositions\":[],\"lastnames\":[\"DeWitt\"],\"suffixes\":[]},{\"firstnames\":[\"Michael\",\"J.\"],\"propositions\":[],\"lastnames\":[\"Franklin\"],\"suffixes\":[]},{\"firstnames\":[\"Hector\"],\"propositions\":[],\"lastnames\":[\"Garcia-Molina\"],\"suffixes\":[]},{\"firstnames\":[\"Jim\"],\"propositions\":[],\"lastnames\":[\"Gray\"],\"suffixes\":[]},{\"firstnames\":[\"Gerald\"],\"propositions\":[],\"lastnames\":[\"Held\"],\"suffixes\":[]},{\"firstnames\":[\"Joseph\",\"M.\"],\"propositions\":[],\"lastnames\":[\"Hellerstein\"],\"suffixes\":[]},{\"firstnames\":[\"H.\",\"V.\"],\"propositions\":[],\"lastnames\":[\"Jagadish\"],\"suffixes\":[]},{\"firstnames\":[\"Michael\"],\"propositions\":[],\"lastnames\":[\"Lesk\"],\"suffixes\":[]},{\"firstnames\":[\"David\"],\"propositions\":[],\"lastnames\":[\"Maier\"],\"suffixes\":[]},{\"firstnames\":[\"Jeffrey\",\"F.\"],\"propositions\":[],\"lastnames\":[\"Naughton\"],\"suffixes\":[]},{\"firstnames\":[\"Hamid\"],\"propositions\":[],\"lastnames\":[\"Pirahesh\"],\"suffixes\":[]},{\"firstnames\":[\"Michael\"],\"propositions\":[],\"lastnames\":[\"Stonebraker\"],\"suffixes\":[]},{\"firstnames\":[\"Jeffrey\",\"D.\"],\"propositions\":[],\"lastnames\":[\"Ullman\"],\"suffixes\":[]}],\"title\":\"The Asilomar Report on Database Research\",\"journal\":\"SIGMOD Rec.\",\"volume\":\"27\",\"number\":\"4\",\"pages\":\"74–80\",\"year\":\"1998\",\"url\":\"https://doi.org/10.1145/306101.306137\",\"doi\":\"10.1145/306101.306137\",\"timestamp\":\"Fri, 06 Mar 2020 00:00:00 +0100\",\"biburl\":\"https://dblp.org/rec/journals/sigmod/BernsteinBCDFGGHHJLMNPSU98.bib\",\"bibsource\":\"dblp computer science bibliography, https://dblp.org\",\"bibtex\":\"@article{DBLP:journals/sigmod/BernsteinBCDFGGHHJLMNPSU98,\\n  author       = {Philip A. Bernstein and\\n                  Michael L. Brodie and\\n                  Stefano Ceri and\\n                  David J. DeWitt and\\n                  Michael J. Franklin and\\n                  Hector Garcia{-}Molina and\\n                  Jim Gray and\\n                  Gerald Held and\\n                  Joseph M. Hellerstein and\\n                  H. V. Jagadish and\\n                  Michael Lesk and\\n                  David Maier and\\n                  Jeffrey F. Naughton and\\n                  Hamid Pirahesh and\\n                  Michael Stonebraker and\\n                  Jeffrey D. Ullman},\\n  title        = {The Asilomar Report on Database Research},\\n  journal      = {{SIGMOD} Rec.},\\n  volume       = {27},\\n  number       = {4},\\n  pages        = {74--80},\\n  year         = {1998},\\n  url          = {https://doi.org/10.1145/306101.306137},\\n  doi          = {10.1145/306101.306137},\\n  timestamp    = {Fri, 06 Mar 2020 00:00:00 +0100},\\n  biburl       = {https://dblp.org/rec/journals/sigmod/BernsteinBCDFGGHHJLMNPSU98.bib},\\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\\n}\\n\\n\",\"author_short\":[\"Bernstein, P. A.\",\"Brodie, M. L.\",\"Ceri, S.\",\"DeWitt, D. J.\",\"Franklin, M. J.\",\"Garcia-Molina, H.\",\"Gray, J.\",\"Held, G.\",\"Hellerstein, J. M.\",\"Jagadish, H. V.\",\"Lesk, M.\",\"Maier, D.\",\"Naughton, J. F.\",\"Pirahesh, H.\",\"Stonebraker, M.\",\"Ullman, J. 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Database Syst.\",\"volume\":\"23\",\"number\":\"2\",\"pages\":\"113–157\",\"year\":\"1998\",\"url\":\"https://doi.org/10.1145/292481.277627\",\"doi\":\"10.1145/292481.277627\",\"timestamp\":\"Tue, 06 Nov 2018 00:00:00 +0100\",\"biburl\":\"https://dblp.org/rec/journals/tods/Hellerstein98.bib\",\"bibsource\":\"dblp computer science bibliography, https://dblp.org\",\"bibtex\":\"@article{DBLP:journals/tods/Hellerstein98,\\n  author       = {Joseph M. Hellerstein},\\n  title        = {Optimization Techniques for Queries with Expensive Methods},\\n  journal      = {{ACM} Trans. Database Syst.},\\n  volume       = {23},\\n  number       = {2},\\n  pages        = {113--157},\\n  year         = {1998},\\n  url          = {https://doi.org/10.1145/292481.277627},\\n  doi          = {10.1145/292481.277627},\\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\\n  biburl       = {https://dblp.org/rec/journals/tods/Hellerstein98.bib},\\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\\n}\\n\\n\",\"author_short\":[\"Hellerstein, J. 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Arpaci{-}Dusseau and\\n                  Andrea C. Arpaci{-}Dusseau and\\n                  David E. Culler and\\n                  Joseph M. Hellerstein and\\n                  David A. Patterson},\\n  title        = {The Architectural Costs of Streaming {I/O:} {A} Comparison of Workstations,\\n                  Clusters, and SMPs},\\n  booktitle    = {Proceedings of the Fourth International Symposium on High-Performance\\n                  Computer Architecture, Las Vegas, Nevada, USA, January 31 - February\\n                  4, 1998},\\n  pages        = {90--101},\\n  year         = {1998},\\n  crossref     = {DBLP:conf/hpca/1998},\\n  url          = {https://doi.org/10.1109/HPCA.1998.650549},\\n  doi          = {10.1109/HPCA.1998.650549},\\n  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},\\n  biburl       = {https://dblp.org/rec/conf/hpca/Arpaci-DusseauACHP98.bib},\\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\\n}\\n\\n\",\"author_short\":[\"Arpaci-Dusseau, R. H.\",\"Arpaci-Dusseau, A. C.\",\"Culler, D. E.\",\"Hellerstein, J. M.\",\"Patterson, D. 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M.\"],\"key\":\"DBLP:conf/sigmod/KornackerSH98\",\"id\":\"DBLP:conf/sigmod/KornackerSH98\",\"bibbaseid\":\"kornacker-shah-hellerstein-amdbanaccessmethoddebuggingtool-1998\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://doi.org/10.1145/276304.276384\"},\"metadata\":{\"authorlinks\":{\"hellerstein, j\":\"https://dsf.berkeley.edu/jmh/\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"firstnames\":[\"Andrea\",\"C.\"],\"propositions\":[],\"lastnames\":[\"Arpaci-Dusseau\"],\"suffixes\":[]},{\"firstnames\":[\"Remzi\",\"H.\"],\"propositions\":[],\"lastnames\":[\"Arpaci-Dusseau\"],\"suffixes\":[]},{\"firstnames\":[\"David\",\"E.\"],\"propositions\":[],\"lastnames\":[\"Culler\"],\"suffixes\":[]},{\"firstnames\":[\"Joseph\",\"M.\"],\"propositions\":[],\"lastnames\":[\"Hellerstein\"],\"suffixes\":[]},{\"firstnames\":[\"David\",\"A.\"],\"propositions\":[],\"lastnames\":[\"Patterson\"],\"suffixes\":[]}],\"title\":\"Searching for the sorting record: experiences in tuning NOW-Sort\",\"booktitle\":\"Proceedings of the SIGMETRICS Symposium on Parallel and Distributed Tools, SPDT '98, Welches, Oregon, USA\",\"pages\":\"124–133\",\"year\":\"1998\",\"crossref\":\"DBLP:conf/spdt/1998\",\"url\":\"https://doi.org/10.1145/281035.281048\",\"doi\":\"10.1145/281035.281048\",\"timestamp\":\"Thu, 13 Apr 2023 01:00:00 +0200\",\"biburl\":\"https://dblp.org/rec/conf/spdt/Arpaci-DusseauA98.bib\",\"bibsource\":\"dblp computer science bibliography, https://dblp.org\",\"bibtex\":\"@inproceedings{DBLP:conf/spdt/Arpaci-DusseauA98,\\n  author       = {Andrea C. Arpaci{-}Dusseau and\\n                  Remzi H. Arpaci{-}Dusseau and\\n                  David E. Culler and\\n                  Joseph M. Hellerstein and\\n                  David A. Patterson},\\n  title        = {Searching for the sorting record: experiences in tuning NOW-Sort},\\n  booktitle    = {Proceedings of the {SIGMETRICS} Symposium on Parallel and Distributed\\n                  Tools, {SPDT} '98, Welches, Oregon, {USA}},\\n  pages        = {124--133},\\n  year         = {1998},\\n  crossref     = {DBLP:conf/spdt/1998},\\n  url          = {https://doi.org/10.1145/281035.281048},\\n  doi          = {10.1145/281035.281048},\\n  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},\\n  biburl       = {https://dblp.org/rec/conf/spdt/Arpaci-DusseauA98.bib},\\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\\n}\\n\\n\",\"author_short\":[\"Arpaci-Dusseau, A. C.\",\"Arpaci-Dusseau, R. H.\",\"Culler, D. E.\",\"Hellerstein, J. M.\",\"Patterson, D. 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Ullman},\\n  title        = {The Asilomar Report on Database Research},\\n  journal      = {CoRR},\\n  volume       = {cs.DB/9811013},\\n  year         = {1998},\\n  url          = {https://arxiv.org/abs/cs/9811013},\\n  timestamp    = {Fri, 10 Jan 2020 00:00:00 +0100},\\n  biburl       = {https://dblp.org/rec/journals/corr/cs-DB-9811013.bib},\\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\\n}\\n\\n\",\"author_short\":[\"Bernstein, P. A.\",\"Brodie, M. L.\",\"Ceri, S.\",\"DeWitt, D. J.\",\"Franklin, M. J.\",\"Garcia-Molina, H.\",\"Gray, J.\",\"Held, G.\",\"Hellerstein, J. M.\",\"Jagadish, H. V.\",\"Lesk, M.\",\"Maier, D.\",\"Naughton, J. F.\",\"Pirahesh, H.\",\"Stonebraker, M.\",\"Ullman, J. 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M.\",\"Hasan, W.\"],\"key\":\"DBLP:conf/sigmod/PiraheshHH92\",\"id\":\"DBLP:conf/sigmod/PiraheshHH92\",\"bibbaseid\":\"pirahesh-hellerstein-hasan-extensiblerulebasedqueryrewriteoptimizationinstarburst-1992\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://doi.org/10.1145/130283.130294\"},\"metadata\":{\"authorlinks\":{\"hellerstein, j\":\"https://dsf.berkeley.edu/jmh/\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"firstnames\":[\"Alexander\"],\"propositions\":[],\"lastnames\":[\"Aiken\"],\"suffixes\":[]},{\"firstnames\":[\"Jennifer\"],\"propositions\":[],\"lastnames\":[\"Widom\"],\"suffixes\":[]},{\"firstnames\":[\"Joseph\",\"M.\"],\"propositions\":[],\"lastnames\":[\"Hellerstein\"],\"suffixes\":[]}],\"title\":\"Behavior of Database Production Rules: Termination, Confluence, and Observable Determinism\",\"booktitle\":\"Proceedings of the 1992 ACM SIGMOD International Conference on Management of Data, San Diego, California, USA, June 2-5, 1992\",\"pages\":\"59–68\",\"year\":\"1992\",\"crossref\":\"DBLP:conf/sigmod/92\",\"url\":\"https://doi.org/10.1145/130283.130296\",\"doi\":\"10.1145/130283.130296\",\"timestamp\":\"Mon, 21 Jun 2021 01:00:00 +0200\",\"biburl\":\"https://dblp.org/rec/conf/sigmod/AikenWH92.bib\",\"bibsource\":\"dblp computer science bibliography, https://dblp.org\",\"bibtex\":\"@inproceedings{DBLP:conf/sigmod/AikenWH92,\\n  author       = {Alexander Aiken and\\n                  Jennifer Widom and\\n                  Joseph M. Hellerstein},\\n  title        = {Behavior of Database Production Rules: Termination, Confluence, and\\n                  Observable Determinism},\\n  booktitle    = {Proceedings of the 1992 {ACM} {SIGMOD} International Conference on\\n                  Management of Data, San Diego, California, USA, June 2-5, 1992},\\n  pages        = {59--68},\\n  year         = {1992},\\n  crossref     = {DBLP:conf/sigmod/92},\\n  url          = {https://doi.org/10.1145/130283.130296},\\n  doi          = {10.1145/130283.130296},\\n  timestamp    = {Mon, 21 Jun 2021 01:00:00 +0200},\\n  biburl       = {https://dblp.org/rec/conf/sigmod/AikenWH92.bib},\\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\\n}\\n\\n\",\"author_short\":[\"Aiken, A.\",\"Widom, J.\",\"Hellerstein, J. M.\"],\"key\":\"DBLP:conf/sigmod/AikenWH92\",\"id\":\"DBLP:conf/sigmod/AikenWH92\",\"bibbaseid\":\"aiken-widom-hellerstein-behaviorofdatabaseproductionrulesterminationconfluenceandobservabledeterminism-1992\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://doi.org/10.1145/130283.130296\"},\"metadata\":{\"authorlinks\":{\"hellerstein, j\":\"https://dsf.berkeley.edu/jmh/\"}},\"html\":\"\"}],\n      metadata: {\"owner\":\"hellerstein, j\",\"authorlinks\":{\"hellerstein, j\":\"https://dsf.berkeley.edu/jmh/\"}},\n      ownerID: \"xFpbCLxJNvMbRRfuY\"\n    };\n  </script>\n\n  <script type=\"text/javascript\">\n  var site$;\n  if (typeof $ != 'undefined') {\n    console.log('existing jquery: storing and then restoring');\n    site$ = $;\n    $ = null;\n  }\n  </script>\n\n  <script src=\"https://ajax.googleapis.com/ajax/libs/jquery/2.2.4/jquery.min.js\">\n  </script>\n  <script type=\"text/javascript\">\n  if (site$) {\n    console.log('existing jquery: avoiding conflict and restoring');\n    bb$ = $.noConflict(true);\n    $ = site$;\n  } else {\n    bb$ = $;\n  }\n  </script>\n\n  <script src=\"//bibbase.org/js/bibbase.min.js\"\n          type=\"text/javascript\">\n  </script>\n\n  <script type=\"text/javascript\"\n          src=\"https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML\">\n  </script>\n  <script type=\"text/x-mathjax-config\">\n    MathJax.Hub.Config({tex2jax: {inlineMath: [['$','$'], ['\\\\(','\\\\)']]},\n                        skipTags: [\"body\"],\n                        processClass: \"bibbase_paper\"});\n  </script>\n\n  <style>\n  @media print {\n    .dontprint {\n        display: none !important;\n    }\n\n  .bibbase_group {\n    background-color: #E0E0E0;\n    font-style: italic;\n    font-size: larger;\n    text-shadow: 0px 0px 3px #FFFFFF;\n    border-radius: 4px 4px 4px 4px;\n    -moz-border-radius: 4px 4px 4px 4px;\n    -webkit-border-radius: 4px;\n    padding: 5px 40px 5px;\n    margin-top: 10px;\n    margin-bottom: 5px;\n    cursor: pointer;\n  }\n\n  .bibbase_paper {\n    margin-bottom: 5px;\n  }\n\n  }\n  </style>\n\n  \n  <div style=\"float: right; margin-right: 10px; margin-top: 10px; text-align: right; font-size: 12px\">\n    generated by\n    <a href=\"//bibbase.org\"\n       onclick=\"trackOutboundLink('bibbase', 'logo clicked', window.location.href, '//bibbase.org'); return false;\">\n      <img src=\"//bibbase.org/img/logo.svg\"\n           style=\"vertical-align: middle; margin-left: 3px; height: 16px;\"/\n           alt=\"bibbase.org\"\n           title=\"BibBase – The easiest way to maintain your publications page.\"\n        ></a>\n    \n  </div>\n  \n\n  <div id=\"bibbase_header\" class=\"dontprint\" style=\"\">\n\n    <ul class=\"nav nav-pills\" style=\"margin: 0px;\">\n\n      <li class=\"dropdown\" id=\"groupby_dropdown\">\n      <a class=\"dropdown-toggle\"\n         data-toggle=\"dropdown\"\n         href=\"#\">\n          Group by\n          <b class=\"caret\"></b>\n      </a>\n      <ul class=\"dropdown-menu\">\n        <li class=\"groupby year\"><a onclick=\"groupby('year')\">\n            Year</a>\n        </li>\n        <li class=\"groupby author\"><a onclick=\"groupby('author_short')\">\n            Author</a>\n        </li>\n        <li class=\"groupby type\"><a onclick=\"groupby('type')\">\n            Type</a>\n        </li>\n        <li class=\"groupby keyword\"><a onclick=\"groupby('keyword')\">\n            Keyword</a>\n        </li>\n        <li class=\"groupby downloads\"><a onclick=\"groupby('downloads')\">\n            Downloads</a>\n        </li>\n      </ul>\n      </li>\n\n\n      <li class=\"dropdown\" id=\"menu_dropdown\">\n      <a class=\"dropdown-toggle\"\n         data-toggle=\"dropdown\"\n         href=\"#\" alt=\"controls\">\n          <i class=\"fa fa-reorder\" alt=\"controls\"></i>\n          <b class=\"caret\"></b>\n      </a>\n      <ul class=\"dropdown-menu\">\n        <li>\n          <a onclick=\"toggleAll()\">\n            <i class=\"fa fa-chevron-down fa-fw\"></i> Expand/Collapse All\n          </a>\n        </li>\n        <li>\n          <a download=\"Hellerstein:Joseph_M=\" href=\"data:text/bibtex;base64,@inproceedings{DBLP:conf/cidr/BangPACH24,
  author       = {Tiemo Bang and
                  Conor Power and
                  Siavash Ameli and
                  Natacha Crooks and
                  Joseph M. Hellerstein},
  title        = {Optimizing the cloud? Don't train models. Build oracles!},
  booktitle    = {14th Conference on Innovative Data Systems Research, {CIDR} 2024,
                  Chaminade, HI, USA, January 14-17, 2024},
  year         = {2024},
  crossref     = {DBLP:conf/cidr/2024},
  url          = {https://www.cidrdb.org/cidr2024/papers/p47-bang.pdf},
  timestamp    = {Fri, 05 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cidr/BangPACH24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/papoc/PowerACMH24,
  author       = {Conor Power and
                  Saikrishna Achalla and
                  Ryan Cottone and
                  Nathaniel Macasaet and
                  Joseph M. Hellerstein},
  title        = {Wrapping Rings in Lattices: An Algebraic Symbiosis of Incremental
                  View Maintenance and Eventual Consistency},
  booktitle    = {Proceedings of the 11th Workshop on Principles and Practice of Consistency
                  for Distributed Data, PaPoC 2024, Athens, Greece, 22 April 2024},
  pages        = {15--22},
  year         = {2024},
  crossref     = {DBLP:conf/papoc/2024},
  url          = {https://doi.org/10.1145/3642976.3653031},
  doi          = {10.1145/3642976.3653031},
  timestamp    = {Wed, 17 Apr 2024 11:35:34 +0200},
  biburl       = {https://dblp.org/rec/conf/papoc/PowerACMH24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/papoc/ChuLCHH24,
  author       = {David C. Y. Chu and
                  Chris Liu and
                  Natacha Crooks and
                  Joseph M. Hellerstein and
                  Heidi Howard},
  title        = {Bigger, not Badder: Safely Scaling {BFT} Protocols},
  booktitle    = {Proceedings of the 11th Workshop on Principles and Practice of Consistency
                  for Distributed Data, PaPoC 2024, Athens, Greece, 22 April 2024},
  pages        = {30--36},
  year         = {2024},
  crossref     = {DBLP:conf/papoc/2024},
  url          = {https://doi.org/10.1145/3642976.3653033},
  doi          = {10.1145/3642976.3653033},
  timestamp    = {Wed, 17 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/papoc/ChuLCHH24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2403-16795,
  author       = {Shreya Shankar and
                  Rolando Garcia and
                  Joseph M. Hellerstein and
                  Aditya G. Parameswaran},
  title        = {"We Have No Idea How Models will Behave in Production until Production":
                  How Engineers Operationalize Machine Learning},
  journal      = {CoRR},
  volume       = {abs/2403.16795},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.16795},
  doi          = {10.48550/ARXIV.2403.16795},
  eprinttype    = {arXiv},
  eprint       = {2403.16795},
  timestamp    = {Tue, 09 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-16795.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/WoodersMNLSHCG23,
  author       = {Sarah Wooders and
                  Xiangxi Mo and
                  Amit Narang and
                  Kevin Lin and
                  Ion Stoica and
                  Joseph M. Hellerstein and
                  Natacha Crooks and
                  Joseph E. Gonzalez},
  title        = {{RALF:} Accuracy-Aware Scheduling for Feature Store Maintenance},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {17},
  number       = {3},
  pages        = {563--576},
  year         = {2023},
  url          = {https://www.vldb.org/pvldb/vol17/p563-wooders.pdf},
  timestamp    = {Tue, 26 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pvldb/WoodersMNLSHCG23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/applied/HellersteinLMPS23,
  author       = {Joseph M. Hellerstein and
                  Shadaj Laddad and
                  Mae Milano and
                  Conor Power and
                  Mingwei Samuel},
  title        = {Invited Paper: Initial Steps Toward a Compiler for Distributed Programs},
  booktitle    = {Proceedings of the 5th workshop on Advanced tools, programming languages,
                  and PLatforms for Implementing and Evaluating algorithms for Distributed
                  systems, ApPLIED 2023, Orlando, FL, USA, 19 June 2023},
  pages        = {5:1--5:10},
  year         = {2023},
  crossref     = {DBLP:conf/applied/2023},
  url          = {https://doi.org/10.1145/3584684.3597272},
  doi          = {10.1145/3584684.3597272},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/applied/HellersteinLMPS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/osdi/ChengCLCCHSY23,
  author       = {Audrey Cheng and
                  David C. Y. Chu and
                  Terrance Li and
                  Jason Chan and
                  Natacha Crooks and
                  Joseph M. Hellerstein and
                  Ion Stoica and
                  Xiangyao Yu},
  title        = {Take Out the TraChe: Maximizing (Tra)nsactional Ca(che) Hit Rate},
  booktitle    = {17th {USENIX} Symposium on Operating Systems Design and Implementation,
                  {OSDI} 2023, Boston, MA, USA, July 10-12, 2023},
  pages        = {419--439},
  year         = {2023},
  crossref     = {DBLP:conf/osdi/2023},
  url          = {https://www.usenix.org/conference/osdi23/presentation/cheng},
  timestamp    = {Thu, 18 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/osdi/ChengCLCCHSY23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2305-14614,
  author       = {Joseph M. Hellerstein and
                  Shadaj Laddad and
                  Mae Milano and
                  Conor Power and
                  Mingwei Samuel},
  title        = {Invited Paper: Initial Steps Toward a Compiler for Distributed Programs},
  journal      = {CoRR},
  volume       = {abs/2305.14614},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.14614},
  doi          = {10.48550/ARXIV.2305.14614},
  eprinttype    = {arXiv},
  eprint       = {2305.14614},
  timestamp    = {Tue, 06 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-14614.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2306-10585,
  author       = {Shadaj Laddad and
                  Conor Power and
                  Tyler Hou and
                  Alvin Cheung and
                  Joseph M. Hellerstein},
  title        = {Optimizing Stateful Dataflow with Local Rewrites},
  journal      = {CoRR},
  volume       = {abs/2306.10585},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.10585},
  doi          = {10.48550/ARXIV.2306.10585},
  eprinttype    = {arXiv},
  eprint       = {2306.10585},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-10585.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2308-06815,
  author       = {Tiemo Bang and
                  Conor Power and
                  Siavash Ameli and
                  Natacha Crooks and
                  Joseph M. Hellerstein},
  title        = {Optimizing the cloud? Don't train models. Build oracles!},
  journal      = {CoRR},
  volume       = {abs/2308.06815},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.06815},
  doi          = {10.48550/ARXIV.2308.06815},
  eprinttype    = {arXiv},
  eprint       = {2308.06815},
  timestamp    = {Wed, 23 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-06815.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2310-07898,
  author       = {Rolando Garcia and
                  Anusha Dandamudi and
                  Gabriel Matute and
                  Lehan Wan and
                  Joseph Gonzalez and
                  Joseph M. Hellerstein and
                  Koushik Sen},
  title        = {Multiversion Hindsight Logging for Continuous Training},
  journal      = {CoRR},
  volume       = {abs/2310.07898},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.07898},
  doi          = {10.48550/ARXIV.2310.07898},
  eprinttype    = {arXiv},
  eprint       = {2310.07898},
  timestamp    = {Tue, 24 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-07898.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/cacm/AbadiAABBBBCCDD22,
  author       = {Daniel Abadi and
                  Anastasia Ailamaki and
                  David G. Andersen and
                  Peter Bailis and
                  Magdalena Balazinska and
                  Philip A. Bernstein and
                  Peter A. Boncz and
                  Surajit Chaudhuri and
                  Alvin Cheung and
                  AnHai Doan and
                  Luna Dong and
                  Michael J. Franklin and
                  Juliana Freire and
                  Alon Y. Halevy and
                  Joseph M. Hellerstein and
                  Stratos Idreos and
                  Donald Kossmann and
                  Tim Kraska and
                  Sailesh Krishnamurthy and
                  Volker Markl and
                  Sergey Melnik and
                  Tova Milo and
                  C. Mohan and
                  Thomas Neumann and
                  Beng Chin Ooi and
                  Fatma Ozcan and
                  Jignesh M. Patel and
                  Andrew Pavlo and
                  Raluca A. Popa and
                  Raghu Ramakrishnan and
                  Christopher R{\'{e}} and
                  Michael Stonebraker and
                  Dan Suciu},
  title        = {The Seattle report on database research},
  journal      = {Commun. {ACM}},
  volume       = {65},
  number       = {8},
  pages        = {72--79},
  year         = {2022},
  url          = {https://doi.org/10.1145/3524284},
  doi          = {10.1145/3524284},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cacm/AbadiAABBBBCCDD22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pacmpl/LaddadPMCH22,
  author       = {Shadaj Laddad and
                  Conor Power and
                  Mae Milano and
                  Alvin Cheung and
                  Joseph M. Hellerstein},
  title        = {Katara: synthesizing CRDTs with verified lifting},
  journal      = {Proc. {ACM} Program. Lang.},
  volume       = {6},
  number       = {{OOPSLA2}},
  pages        = {1349--1377},
  year         = {2022},
  url          = {https://doi.org/10.1145/3563336},
  doi          = {10.1145/3563336},
  timestamp    = {Mon, 05 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pacmpl/LaddadPMCH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/BalazinskaCDHKP22,
  author       = {Magdalena Balazinska and
                  Surajit Chaudhuri and
                  AnHai Doan and
                  Joseph M. Hellerstein and
                  Hanuma Kodavalla and
                  Ippokratis Pandis and
                  Matei Zaharia},
  title        = {Cloud Data Systems: What are the Opportunities for the Database Research
                  Community?},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {15},
  number       = {12},
  pages        = {3826--3827},
  year         = {2022},
  url          = {https://www.vldb.org/pvldb/vol15/p3826-chaudhuri.pdf},
  doi          = {10.14778/3554821.3554905},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pvldb/BalazinskaCDHKP22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/LaddadPMCCH22,
  author       = {Shadaj Laddad and
                  Conor Power and
                  Mae Milano and
                  Alvin Cheung and
                  Natacha Crooks and
                  Joseph M. Hellerstein},
  title        = {Keep {CALM} and {CRDT} On},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {16},
  number       = {4},
  pages        = {856--863},
  year         = {2022},
  url          = {https://www.vldb.org/pvldb/vol16/p856-power.pdf},
  doi          = {10.14778/3574245.3574268},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pvldb/LaddadPMCCH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/tvcg/WuCHSW22,
  author       = {Yifan Wu and
                  Remco Chang and
                  Joseph M. Hellerstein and
                  Arvind Satyanarayan and
                  Eugene Wu},
  title        = {{DIEL:} Interactive Visualization Beyond the Here and Now},
  journal      = {{IEEE} Trans. Vis. Comput. Graph.},
  volume       = {28},
  number       = {1},
  pages        = {737--746},
  year         = {2022},
  url          = {https://doi.org/10.1109/TVCG.2021.3114796},
  doi          = {10.1109/TVCG.2021.3114796},
  timestamp    = {Wed, 05 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tvcg/WuCHSW22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/dataed/HellersteinP22,
  author       = {Joseph M. Hellerstein and
                  Aditya G. Parameswaran},
  title        = {Piloting Data Engineering at Berkeley},
  booktitle    = {Proceedings of the 1st {ACM} {SIGMOD} International Workshop on Data
                  Systems Education: Bridging Education Practice with Education Research,
                  DataEd@SIGMOD 2022, 17 June 2022, Philadelphia, PA, {USA}},
  pages        = {38--43},
  year         = {2022},
  crossref     = {DBLP:conf/dataed/2022},
  url          = {https://doi.org/10.1145/3531072.3535324},
  doi          = {10.1145/3531072.3535324},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dataed/HellersteinP22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2205-07147,
  author       = {Sarah E. Chasins and
                  Alvin Cheung and
                  Natacha Crooks and
                  Ali Ghodsi and
                  Ken Goldberg and
                  Joseph E. Gonzalez and
                  Joseph M. Hellerstein and
                  Michael I. Jordan and
                  Anthony D. Joseph and
                  Michael W. Mahoney and
                  Aditya G. Parameswaran and
                  David A. Patterson and
                  Raluca Ada Popa and
                  Koushik Sen and
                  Scott Shenker and
                  Dawn Song and
                  Ion Stoica},
  title        = {The Sky Above The Clouds},
  journal      = {CoRR},
  volume       = {abs/2205.07147},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.07147},
  doi          = {10.48550/ARXIV.2205.07147},
  eprinttype    = {arXiv},
  eprint       = {2205.07147},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-07147.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2205-12425,
  author       = {Shadaj Laddad and
                  Conor Power and
                  Mae Milano and
                  Alvin Cheung and
                  Joseph M. Hellerstein},
  title        = {Synthesizing CRDTs from Sequential Data Types with Verified Lifting},
  journal      = {CoRR},
  volume       = {abs/2205.12425},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.12425},
  doi          = {10.48550/ARXIV.2205.12425},
  eprinttype    = {arXiv},
  eprint       = {2205.12425},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-12425.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2209-09125,
  author       = {Shreya Shankar and
                  Rolando Garcia and
                  Joseph M. Hellerstein and
                  Aditya G. Parameswaran},
  title        = {Operationalizing Machine Learning: An Interview Study},
  journal      = {CoRR},
  volume       = {abs/2209.09125},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2209.09125},
  doi          = {10.48550/ARXIV.2209.09125},
  eprinttype    = {arXiv},
  eprint       = {2209.09125},
  timestamp    = {Wed, 28 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2209-09125.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2210-12605,
  author       = {Shadaj Laddad and
                  Conor Power and
                  Mae Milano and
                  Alvin Cheung and
                  Natacha Crooks and
                  Joseph M. Hellerstein},
  title        = {Keep {CALM} and {CRDT} On},
  journal      = {CoRR},
  volume       = {abs/2210.12605},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.12605},
  doi          = {10.48550/ARXIV.2210.12605},
  eprinttype    = {arXiv},
  eprint       = {2210.12605},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-12605.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/debu/XinPTWGHJP21,
  author       = {Doris Xin and
                  Devin Petersohn and
                  Dixin Tang and
                  Yifan Wu and
                  Joseph E. Gonzalez and
                  Joseph M. Hellerstein and
                  Anthony D. Joseph and
                  Aditya G. Parameswaran},
  title        = {Enhancing the Interactivity of Dataframe Queries by Leveraging Think
                  Time},
  journal      = {{IEEE} Data Eng. Bull.},
  volume       = {44},
  number       = {1},
  pages        = {66--78},
  year         = {2021},
  url          = {http://sites.computer.org/debull/A21mar/p66.pdf},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/debu/XinPTWGHJP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/jsys/WhittakerGSHHNS21,
  author       = {Michael J. Whittaker and
                  Neil Giridharan and
                  Adriana Szekeres and
                  Joseph M. Hellerstein and
                  Heidi Howard and
                  Faisal Nawab and
                  Ion Stoica},
  title        = {[Solution] Matchmaker Paxos: {A} Reconfigurable Consensus Protocol},
  journal      = {J. Syst. Res.},
  volume       = {1},
  number       = {1},
  year         = {2021},
  url          = {https://doi.org/10.5070/sr31154842},
  doi          = {10.5070/SR31154842},
  timestamp    = {Wed, 01 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jsys/WhittakerGSHHNS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/jsys/WhittakerGSHS21,
  author       = {Michael J. Whittaker and
                  Neil Giridharan and
                  Adriana Szekeres and
                  Joseph M. Hellerstein and
                  Ion Stoica},
  title        = {SoK: {A} Generalized Multi-Leader State Machine Replication Tutorial},
  journal      = {J. Syst. Res.},
  volume       = {1},
  number       = {1},
  year         = {2021},
  url          = {https://doi.org/10.5070/sr31154817},
  doi          = {10.5070/SR31154817},
  timestamp    = {Wed, 01 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jsys/WhittakerGSHS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/WhittakerACDGHH21,
  author       = {Michael J. Whittaker and
                  Ailidani Ailijiang and
                  Aleksey Charapko and
                  Murat Demirbas and
                  Neil Giridharan and
                  Joseph M. Hellerstein and
                  Heidi Howard and
                  Ion Stoica and
                  Adriana Szekeres},
  title        = {Scaling Replicated State Machines with Compartmentalization},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {14},
  number       = {11},
  pages        = {2203--2215},
  year         = {2021},
  url          = {http://www.vldb.org/pvldb/vol14/p2203-whittaker.pdf},
  doi          = {10.14778/3476249.3476273},
  timestamp    = {Thu, 21 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/WhittakerACDGHH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/tkde/WuFLH21,
  author       = {Chenggang Wu and
                  Jose M. Faleiro and
                  Yihan Lin and
                  Joseph M. Hellerstein},
  title        = {Anna: {A} {KVS} for Any Scale},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {33},
  number       = {2},
  pages        = {344--358},
  year         = {2021},
  url          = {https://doi.org/10.1109/TKDE.2019.2898401},
  doi          = {10.1109/TKDE.2019.2898401},
  timestamp    = {Tue, 26 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tkde/WuFLH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/vldb/WuSH21,
  author       = {Chenggang Wu and
                  Vikram Sreekanti and
                  Joseph M. Hellerstein},
  title        = {Autoscaling tiered cloud storage in Anna},
  journal      = {{VLDB} J.},
  volume       = {30},
  number       = {1},
  pages        = {25--43},
  year         = {2021},
  url          = {https://doi.org/10.1007/s00778-020-00632-7},
  doi          = {10.1007/S00778-020-00632-7},
  timestamp    = {Tue, 23 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/vldb/WuSH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/vldb/WhittakerH21,
  author       = {Michael J. Whittaker and
                  Joseph M. Hellerstein},
  title        = {Interactive checks for coordination avoidance},
  journal      = {{VLDB} J.},
  volume       = {30},
  number       = {1},
  pages        = {71--92},
  year         = {2021},
  url          = {https://doi.org/10.1007/s00778-020-00628-3},
  doi          = {10.1007/S00778-020-00628-3},
  timestamp    = {Fri, 25 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/vldb/WhittakerH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/cidr/CheungCHM21,
  author       = {Alvin Cheung and
                  Natacha Crooks and
                  Joseph M. Hellerstein and
                  Mae Milano},
  title        = {New Directions in Cloud Programming},
  booktitle    = {11th Conference on Innovative Data Systems Research, {CIDR} 2021,
                  Virtual Event, January 11-15, 2021, Online Proceedings},
  year         = {2021},
  crossref     = {DBLP:conf/cidr/2021},
  url          = {http://cidrdb.org/cidr2021/papers/cidr2021\_paper16.pdf},
  timestamp    = {Tue, 25 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cidr/CheungCHM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/eurosys/WhittakerCHHS21,
  author       = {Michael J. Whittaker and
                  Aleksey Charapko and
                  Joseph M. Hellerstein and
                  Heidi Howard and
                  Ion Stoica},
  title        = {Read-Write Quorum Systems Made Practical},
  booktitle    = {PaPoC@EuroSys 2021, 8th Workshop on Principles and Practice of Consistency
                  for Distributed Data, Online Event, United Kingdom, April 26, 2021},
  pages        = {7:1--7:8},
  year         = {2021},
  crossref     = {DBLP:conf/eurosys/2021papoc},
  url          = {https://doi.org/10.1145/3447865.3457962},
  doi          = {10.1145/3447865.3457962},
  timestamp    = {Fri, 25 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/eurosys/WhittakerCHHS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/icra/AnandI0HGG21,
  author       = {Raghav Anand and
                  Jeffrey Ichnowski and
                  Chenggang Wu and
                  Joseph M. Hellerstein and
                  Joseph E. Gonzalez and
                  Ken Goldberg},
  title        = {Serverless Multi-Query Motion Planning for Fog Robotics},
  booktitle    = {{IEEE} International Conference on Robotics and Automation, {ICRA}
                  2021, Xi'an, China, May 30 - June 5, 2021},
  pages        = {7457--7463},
  year         = {2021},
  crossref     = {DBLP:conf/icra/2021},
  url          = {https://doi.org/10.1109/ICRA48506.2021.9561571},
  doi          = {10.1109/ICRA48506.2021.9561571},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icra/AnandI0HGG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/uss/PoddarKYDPH21,
  author       = {Rishabh Poddar and
                  Sukrit Kalra and
                  Avishay Yanai and
                  Ryan Deng and
                  Raluca Ada Popa and
                  Joseph M. Hellerstein},
  title        = {Senate: {A} Maliciously-Secure {MPC} Platform for Collaborative Analytics},
  booktitle    = {30th {USENIX} Security Symposium, {USENIX} Security 2021, August 11-13,
                  2021},
  pages        = {2129--2146},
  year         = {2021},
  crossref     = {DBLP:conf/uss/2021},
  url          = {https://www.usenix.org/conference/usenixsecurity21/presentation/poddar},
  timestamp    = {Mon, 20 Nov 2023 08:57:49 +0100},
  biburl       = {https://dblp.org/rec/conf/uss/PoddarKYDPH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2101-01159,
  author       = {Alvin Cheung and
                  Natacha Crooks and
                  Joseph M. Hellerstein and
                  Mae Milano},
  title        = {New Directions in Cloud Programming},
  journal      = {CoRR},
  volume       = {abs/2101.01159},
  year         = {2021},
  url          = {https://arxiv.org/abs/2101.01159},
  eprinttype    = {arXiv},
  eprint       = {2101.01159},
  timestamp    = {Tue, 25 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2101-01159.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2103-02145,
  author       = {Doris Xin and
                  Devin Petersohn and
                  Dixin Tang and
                  Yifan Wu and
                  Joseph E. Gonzalez and
                  Joseph M. Hellerstein and
                  Anthony D. Joseph and
                  Aditya G. Parameswaran},
  title        = {Enhancing the Interactivity of Dataframe Queries by Leveraging Think
                  Time},
  journal      = {CoRR},
  volume       = {abs/2103.02145},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.02145},
  eprinttype    = {arXiv},
  eprint       = {2103.02145},
  timestamp    = {Thu, 04 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-02145.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2104-04102,
  author       = {Michael J. Whittaker and
                  Aleksey Charapko and
                  Joseph M. Hellerstein and
                  Heidi Howard and
                  Ion Stoica},
  title        = {Read-Write Quorum Systems Made Practical},
  journal      = {CoRR},
  volume       = {abs/2104.04102},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.04102},
  eprinttype    = {arXiv},
  eprint       = {2104.04102},
  timestamp    = {Fri, 25 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-04102.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/cacm/HellersteinA20,
  author       = {Joseph M. Hellerstein and
                  Peter Alvaro},
  title        = {Keeping {CALM:} when distributed consistency is easy},
  journal      = {Commun. {ACM}},
  volume       = {63},
  number       = {9},
  pages        = {72--81},
  year         = {2020},
  url          = {https://doi.org/10.1145/3369736},
  doi          = {10.1145/3369736},
  timestamp    = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cacm/HellersteinA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/PetersohnMLMXMG20,
  author       = {Devin Petersohn and
                  William W. Ma and
                  Doris Jung Lin Lee and
                  Stephen Macke and
                  Doris Xin and
                  Xiangxi Mo and
                  Joseph Gonzalez and
                  Joseph M. Hellerstein and
                  Anthony D. Joseph and
                  Aditya G. Parameswaran},
  title        = {Towards Scalable Dataframe Systems},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {13},
  number       = {11},
  pages        = {2033--2046},
  year         = {2020},
  url          = {http://www.vldb.org/pvldb/vol13/p2033-petersohn.pdf},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/PetersohnMLMXMG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/SreekantiWLSGHT20,
  author       = {Vikram Sreekanti and
                  Chenggang Wu and
                  Xiayue Charles Lin and
                  Johann Schleier{-}Smith and
                  Joseph Gonzalez and
                  Joseph M. Hellerstein and
                  Alexey Tumanov},
  title        = {Cloudburst: Stateful Functions-as-a-Service},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {13},
  number       = {11},
  pages        = {2438--2452},
  year         = {2020},
  url          = {http://www.vldb.org/pvldb/vol13/p2438-sreekanti.pdf},
  timestamp    = {Tue, 18 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/SreekantiWLSGHT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/BailisBDFRSH20,
  author       = {Peter Bailis and
                  Magda Balazinska and
                  Xin Luna Dong and
                  Juliana Freire and
                  Raghu Ramakrishnan and
                  Michael Stonebraker and
                  Joseph M. Hellerstein},
  title        = {Winds from Seattle: Database Research Directions},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {13},
  number       = {12},
  pages        = {3516},
  year         = {2020},
  url          = {http://www.vldb.org/pvldb/vol13/p3516-bailis.pdf},
  doi          = {10.14778/3415478.3415573},
  timestamp    = {Tue, 23 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pvldb/BailisBDFRSH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/GarciaLSYD0HS20,
  author       = {Rolando Garcia and
                  Eric Liu and
                  Vikram Sreekanti and
                  Bobby Yan and
                  Anusha Dandamudi and
                  Joseph Gonzalez and
                  Joseph M. Hellerstein and
                  Koushik Sen},
  title        = {Hindsight Logging for Model Training},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {14},
  number       = {4},
  pages        = {682--693},
  year         = {2020},
  url          = {http://www.vldb.org/pvldb/vol14/p682-garcia.pdf},
  doi          = {10.14778/3436905.3436925},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pvldb/GarciaLSYD0HS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/sigmod/WhittakerH20,
  author       = {Michael J. Whittaker and
                  Joseph M. Hellerstein},
  title        = {Checking Invariant Confluence, In Whole or In Parts},
  journal      = {{SIGMOD} Rec.},
  volume       = {49},
  number       = {1},
  pages        = {7--14},
  year         = {2020},
  url          = {https://doi.org/10.1145/3422648.3422651},
  doi          = {10.1145/3422648.3422651},
  timestamp    = {Fri, 25 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sigmod/WhittakerH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/eurosp/JohnsonNHS20,
  author       = {Noah M. Johnson and
                  Joseph P. Near and
                  Joseph M. Hellerstein and
                  Dawn Song},
  title        = {Chorus: a Programming Framework for Building Scalable Differential
                  Privacy Mechanisms},
  booktitle    = {{IEEE} European Symposium on Security and Privacy, EuroS{\&}P 2020,
                  Genoa, Italy, September 7-11, 2020},
  pages        = {535--551},
  year         = {2020},
  crossref     = {DBLP:conf/eurosp/2020},
  url          = {https://doi.org/10.1109/EuroSP48549.2020.00041},
  doi          = {10.1109/EUROSP48549.2020.00041},
  timestamp    = {Tue, 10 Nov 2020 11:45:04 +0100},
  biburl       = {https://dblp.org/rec/conf/eurosp/JohnsonNHS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/eurosys/SreekantiWCGHF20,
  author       = {Vikram Sreekanti and
                  Chenggang Wu and
                  Saurav Chhatrapati and
                  Joseph E. Gonzalez and
                  Joseph M. Hellerstein and
                  Jose M. Faleiro},
  title        = {A fault-tolerance shim for serverless computing},
  booktitle    = {EuroSys '20: Fifteenth EuroSys Conference 2020, Heraklion, Greece,
                  April 27-30, 2020},
  pages        = {15:1--15:15},
  year         = {2020},
  crossref     = {DBLP:conf/eurosys/2020},
  url          = {https://doi.org/10.1145/3342195.3387535},
  doi          = {10.1145/3342195.3387535},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/eurosys/SreekantiWCGHF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/hotcloud/LinGH20,
  author       = {Xiayue Charles Lin and
                  Joseph E. Gonzalez and
                  Joseph M. Hellerstein},
  title        = {Serverless Boom or Bust? An Analysis of Economic Incentives},
  booktitle    = {12th {USENIX} Workshop on Hot Topics in Cloud Computing, HotCloud
                  2020, July 13-14, 2020},
  year         = {2020},
  crossref     = {DBLP:conf/hotcloud/2020},
  url          = {https://www.usenix.org/conference/hotcloud20/presentation/lin},
  timestamp    = {Tue, 09 Feb 2021 08:31:35 +0100},
  biburl       = {https://dblp.org/rec/conf/hotcloud/LinGH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/WuSH20,
  author       = {Chenggang Wu and
                  Vikram Sreekanti and
                  Joseph M. Hellerstein},
  title        = {Transactional Causal Consistency for Serverless Computing},
  booktitle    = {Proceedings of the 2020 International Conference on Management of
                  Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
                  June 14-19, 2020},
  pages        = {83--97},
  year         = {2020},
  crossref     = {DBLP:conf/sigmod/2020},
  url          = {https://doi.org/10.1145/3318464.3389710},
  doi          = {10.1145/3318464.3389710},
  timestamp    = {Wed, 04 May 2022 13:02:28 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/WuSH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/uist/WuHS20,
  author       = {Yifan Wu and
                  Joseph M. Hellerstein and
                  Arvind Satyanarayan},
  title        = {{B2:} Bridging Code and Interactive Visualization in Computational
                  Notebooks},
  booktitle    = {{UIST} '20: The 33rd Annual {ACM} Symposium on User Interface Software
                  and Technology, Virtual Event, USA, October 20-23, 2020},
  pages        = {152--165},
  year         = {2020},
  crossref     = {DBLP:conf/uist/2020},
  url          = {https://doi.org/10.1145/3379337.3415851},
  doi          = {10.1145/3379337.3415851},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/uist/WuHS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/visualization/WuCH020,
  author       = {Yifan Wu and
                  Remco Chang and
                  Joseph M. Hellerstein and
                  Eugene Wu},
  title        = {Facilitating Exploration with Interaction Snapshots under High Latency},
  booktitle    = {31st {IEEE} Visualization Conference, {IEEE} {VIS} 2020 - Short Papers,
                  Virtual Event, USA, October 25-30, 2020},
  pages        = {136--140},
  year         = {2020},
  crossref     = {DBLP:conf/visualization/2020},
  url          = {https://doi.org/10.1109/VIS47514.2020.00034},
  doi          = {10.1109/VIS47514.2020.00034},
  timestamp    = {Tue, 09 Feb 2021 15:32:14 +0100},
  biburl       = {https://dblp.org/rec/conf/visualization/WuCH020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2001-00888,
  author       = {Devin Petersohn and
                  William W. Ma and
                  Doris Jung Lin Lee and
                  Stephen Macke and
                  Doris Xin and
                  Xiangxi Mo and
                  Joseph E. Gonzalez and
                  Joseph M. Hellerstein and
                  Anthony D. Joseph and
                  Aditya G. Parameswaran},
  title        = {Towards Scalable Dataframe Systems},
  journal      = {CoRR},
  volume       = {abs/2001.00888},
  year         = {2020},
  url          = {http://arxiv.org/abs/2001.00888},
  eprinttype    = {arXiv},
  eprint       = {2001.00888},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2001-00888.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2001-04592,
  author       = {Vikram Sreekanti and
                  Chenggang Wu and
                  Xiayue Charles Lin and
                  Johann Schleier{-}Smith and
                  Jose M. Faleiro and
                  Joseph E. Gonzalez and
                  Joseph M. Hellerstein and
                  Alexey Tumanov},
  title        = {Cloudburst: Stateful Functions-as-a-Service},
  journal      = {CoRR},
  volume       = {abs/2001.04592},
  year         = {2020},
  url          = {https://arxiv.org/abs/2001.04592},
  eprinttype    = {arXiv},
  eprint       = {2001.04592},
  timestamp    = {Tue, 18 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2001-04592.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2003-00331,
  author       = {Michael J. Whittaker and
                  Neil Giridharan and
                  Adriana Szekeres and
                  Joseph M. Hellerstein and
                  Ion Stoica},
  title        = {Bipartisan Paxos: {A} Modular State Machine Replication Protocol},
  journal      = {CoRR},
  volume       = {abs/2003.00331},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.00331},
  eprinttype    = {arXiv},
  eprint       = {2003.00331},
  timestamp    = {Fri, 25 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-00331.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2003-06007,
  author       = {Vikram Sreekanti and
                  Chenggang Wu and
                  Saurav Chhatrapati and
                  Joseph E. Gonzalez and
                  Joseph M. Hellerstein and
                  Jose M. Faleiro},
  title        = {A Fault-Tolerance Shim for Serverless Computing},
  journal      = {CoRR},
  volume       = {abs/2003.06007},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.06007},
  eprinttype    = {arXiv},
  eprint       = {2003.06007},
  timestamp    = {Tue, 18 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-06007.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2006-07357,
  author       = {Rolando Garcia and
                  Eric Liu and
                  Vikram Sreekanti and
                  Bobby Yan and
                  Anusha Dandamudi and
                  Joseph E. Gonzalez and
                  Joseph M. Hellerstein and
                  Koushik Sen},
  title        = {Hindsight Logging for Model Training},
  journal      = {CoRR},
  volume       = {abs/2006.07357},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.07357},
  eprinttype    = {arXiv},
  eprint       = {2006.07357},
  timestamp    = {Wed, 17 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-07357.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2007-05832,
  author       = {Vikram Sreekanti and
                  Harikaran Subbaraj and
                  Chenggang Wu and
                  Joseph E. Gonzalez and
                  Joseph M. Hellerstein},
  title        = {Optimizing Prediction Serving on Low-Latency Serverless Dataflow},
  journal      = {CoRR},
  volume       = {abs/2007.05832},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.05832},
  eprinttype    = {arXiv},
  eprint       = {2007.05832},
  timestamp    = {Tue, 18 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-05832.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2007-09468,
  author       = {Michael J. Whittaker and
                  Neil Giridharan and
                  Adriana Szekeres and
                  Joseph M. Hellerstein and
                  Heidi Howard and
                  Faisal Nawab and
                  Ion Stoica},
  title        = {Matchmaker Paxos: {A} Reconfigurable Consensus Protocol [Technical
                  Report]},
  journal      = {CoRR},
  volume       = {abs/2007.09468},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.09468},
  eprinttype    = {arXiv},
  eprint       = {2007.09468},
  timestamp    = {Fri, 25 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-09468.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2009-09845,
  author       = {Johann Schleier{-}Smith and
                  Leonhard Holz and
                  Nathan Pemberton and
                  Joseph M. Hellerstein},
  title        = {A FaaS File System for Serverless Computing},
  journal      = {CoRR},
  volume       = {abs/2009.09845},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.09845},
  eprinttype    = {arXiv},
  eprint       = {2009.09845},
  timestamp    = {Wed, 23 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-09845.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2010-13752,
  author       = {Rishabh Poddar and
                  Sukrit Kalra and
                  Avishay Yanai and
                  Ryan Deng and
                  Raluca Ada Popa and
                  Joseph M. Hellerstein},
  title        = {Senate: {A} Maliciously-Secure {MPC} Platform for Collaborative Analytics},
  journal      = {CoRR},
  volume       = {abs/2010.13752},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.13752},
  eprinttype    = {arXiv},
  eprint       = {2010.13752},
  timestamp    = {Mon, 02 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-13752.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2012-15762,
  author       = {Michael J. Whittaker and
                  Ailidani Ailijiang and
                  Aleksey Charapko and
                  Murat Demirbas and
                  Neil Giridharan and
                  Joseph M. Hellerstein and
                  Heidi Howard and
                  Ion Stoica and
                  Adriana Szekeres},
  title        = {Scaling Replicated State Machines with Compartmentalization [Technical
                  Report]},
  journal      = {CoRR},
  volume       = {abs/2012.15762},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.15762},
  eprinttype    = {arXiv},
  eprint       = {2012.15762},
  timestamp    = {Fri, 25 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-15762.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/iacr/PoddarKYDPH20,
  author       = {Rishabh Poddar and
                  Sukrit Kalra and
                  Avishay Yanai and
                  Ryan Deng and
                  Raluca Ada Popa and
                  Joseph M. Hellerstein},
  title        = {Senate: {A} Maliciously-Secure {MPC} Platform for Collaborative Analytics},
  journal      = {{IACR} Cryptol. ePrint Arch.},
  pages        = {1350},
  year         = {2020},
  url          = {https://eprint.iacr.org/2020/1350},
  timestamp    = {Wed, 02 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/iacr/PoddarKYDPH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/WuSH19,
  author       = {Chenggang Wu and
                  Vikram Sreekanti and
                  Joseph M. Hellerstein},
  title        = {Autoscaling Tiered Cloud Storage in Anna},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {12},
  number       = {6},
  pages        = {624--638},
  year         = {2019},
  url          = {http://www.vldb.org/pvldb/vol12/p624-wu.pdf},
  doi          = {10.14778/3311880.3311881},
  timestamp    = {Tue, 18 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/WuSH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/YangLKWDCAHKS19,
  author       = {Zongheng Yang and
                  Eric Liang and
                  Amog Kamsetty and
                  Chenggang Wu and
                  Yan Duan and
                  Xi Chen and
                  Pieter Abbeel and
                  Joseph M. Hellerstein and
                  Sanjay Krishnan and
                  Ion Stoica},
  title        = {Deep Unsupervised Cardinality Estimation},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {13},
  number       = {3},
  pages        = {279--292},
  year         = {2019},
  url          = {http://www.vldb.org/pvldb/vol13/p279-yang.pdf},
  doi          = {10.14778/3368289.3368294},
  timestamp    = {Thu, 19 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/YangLKWDCAHKS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/sigmod/AbadiAABBBBCCDD19,
  author       = {Daniel Abadi and
                  Anastasia Ailamaki and
                  David G. Andersen and
                  Peter Bailis and
                  Magdalena Balazinska and
                  Philip A. Bernstein and
                  Peter A. Boncz and
                  Surajit Chaudhuri and
                  Alvin Cheung and
                  AnHai Doan and
                  Luna Dong and
                  Michael J. Franklin and
                  Juliana Freire and
                  Alon Y. Halevy and
                  Joseph M. Hellerstein and
                  Stratos Idreos and
                  Donald Kossmann and
                  Tim Kraska and
                  Sailesh Krishnamurthy and
                  Volker Markl and
                  Sergey Melnik and
                  Tova Milo and
                  C. Mohan and
                  Thomas Neumann and
                  Beng Chin Ooi and
                  Fatma Ozcan and
                  Jignesh M. Patel and
                  Andrew Pavlo and
                  Raluca A. Popa and
                  Raghu Ramakrishnan and
                  Christopher R{\'{e}} and
                  Michael Stonebraker and
                  Dan Suciu},
  title        = {The Seattle Report on Database Research},
  journal      = {{SIGMOD} Rec.},
  volume       = {48},
  number       = {4},
  pages        = {44--53},
  year         = {2019},
  url          = {https://doi.org/10.1145/3385658.3385668},
  doi          = {10.1145/3385658.3385668},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sigmod/AbadiAABBBBCCDD19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/cidr/HellersteinFGSS19,
  author       = {Joseph M. Hellerstein and
                  Jose M. Faleiro and
                  Joseph Gonzalez and
                  Johann Schleier{-}Smith and
                  Vikram Sreekanti and
                  Alexey Tumanov and
                  Chenggang Wu},
  title        = {Serverless Computing: One Step Forward, Two Steps Back},
  booktitle    = {9th Biennial Conference on Innovative Data Systems Research, {CIDR}
                  2019, Asilomar, CA, USA, January 13-16, 2019, Online Proceedings},
  year         = {2019},
  crossref     = {DBLP:conf/cidr/2019},
  url          = {http://cidrdb.org/cidr2019/papers/p119-hellerstein-cidr19.pdf},
  timestamp    = {Mon, 18 Jul 2022 17:13:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cidr/HellersteinFGSS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/edbt/JinCJKMH19,
  author       = {Zhongjun Jin and
                  Michael J. Cafarella and
                  H. V. Jagadish and
                  Sean Kandel and
                  Michael Minar and
                  Joseph M. Hellerstein},
  title        = {{CLX:} Towards verifiable {PBE} data transformation},
  booktitle    = {Advances in Database Technology - 22nd International Conference on
                  Extending Database Technology, {EDBT} 2019, Lisbon, Portugal, March
                  26-29, 2019},
  pages        = {265--276},
  year         = {2019},
  crossref     = {DBLP:conf/edbt/2019},
  url          = {https://doi.org/10.5441/002/edbt.2019.24},
  doi          = {10.5441/002/EDBT.2019.24},
  timestamp    = {Fri, 29 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edbt/JinCJKMH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@incollection{DBLP:books/mc/19/Hellerstein14,
  author       = {Joseph M. Hellerstein},
  title        = {Looking back at Postgres},
  booktitle    = {Making Databases Work: the Pragmatic Wisdom of Michael Stonebraker},
  pages        = {205--224},
  year         = {2019},
  crossref     = {DBLP:books/mc/B2019},
  url          = {https://doi.org/10.1145/3226595.3226614},
  doi          = {10.1145/3226595.3226614},
  timestamp    = {Fri, 18 Aug 2023 18:10:49 +0200},
  biburl       = {https://dblp.org/rec/books/mc/19/Hellerstein14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@incollection{DBLP:reference/bdt/HeerHK19,
  author       = {Jeffrey Heer and
                  Joseph M. Hellerstein and
                  Sean Kandel},
  title        = {Data Wrangling},
  booktitle    = {Encyclopedia of Big Data Technologies},
  year         = {2019},
  crossref     = {DBLP:reference/bdt/2019},
  url          = {https://doi.org/10.1007/978-3-319-63962-8\_9-1},
  doi          = {10.1007/978-3-319-63962-8\_9-1},
  timestamp    = {Thu, 14 Feb 2019 16:03:55 +0100},
  biburl       = {https://dblp.org/rec/reference/bdt/HeerHK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-1901-01930,
  author       = {Joseph M. Hellerstein and
                  Peter Alvaro},
  title        = {Keeping {CALM:} When Distributed Consistency is Easy},
  journal      = {CoRR},
  volume       = {abs/1901.01930},
  year         = {2019},
  url          = {http://arxiv.org/abs/1901.01930},
  eprinttype    = {arXiv},
  eprint       = {1901.01930},
  timestamp    = {Thu, 31 Jan 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-01930.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-1901-01973,
  author       = {Joseph M. Hellerstein},
  title        = {Looking Back at Postgres},
  journal      = {CoRR},
  volume       = {abs/1901.01973},
  year         = {2019},
  url          = {http://arxiv.org/abs/1901.01973},
  eprinttype    = {arXiv},
  eprint       = {1901.01973},
  timestamp    = {Thu, 31 Jan 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-01973.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-1905-04278,
  author       = {Zongheng Yang and
                  Eric Liang and
                  Amog Kamsetty and
                  Chenggang Wu and
                  Yan Duan and
                  Xi Chen and
                  Pieter Abbeel and
                  Joseph M. Hellerstein and
                  Sanjay Krishnan and
                  Ion Stoica},
  title        = {Selectivity Estimation with Deep Likelihood Models},
  journal      = {CoRR},
  volume       = {abs/1905.04278},
  year         = {2019},
  url          = {http://arxiv.org/abs/1905.04278},
  eprinttype    = {arXiv},
  eprint       = {1905.04278},
  timestamp    = {Tue, 18 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-04278.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-1907-00062,
  author       = {Yifan Wu and
                  Remco Chang and
                  Eugene Wu and
                  Joseph M. Hellerstein},
  title        = {{DIEL:} Transparent Scaling for Interactive Visualization},
  journal      = {CoRR},
  volume       = {abs/1907.00062},
  year         = {2019},
  url          = {http://arxiv.org/abs/1907.00062},
  eprinttype    = {arXiv},
  eprint       = {1907.00062},
  timestamp    = {Mon, 08 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1907-00062.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-1907-00075,
  author       = {Yifan Wu and
                  Remco Chang and
                  Eugene Wu and
                  Joseph M. Hellerstein},
  title        = {Programming with Timespans in Interactive Visualizations},
  journal      = {CoRR},
  volume       = {abs/1907.00075},
  year         = {2019},
  url          = {http://arxiv.org/abs/1907.00075},
  eprinttype    = {arXiv},
  eprint       = {1907.00075},
  timestamp    = {Mon, 08 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1907-00075.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/debu/HellersteinHK18,
  author       = {Joseph M. Hellerstein and
                  Jeffrey Heer and
                  Sean Kandel},
  title        = {Self-Service Data Preparation: Research to Practice},
  journal      = {{IEEE} Data Eng. Bull.},
  volume       = {41},
  number       = {2},
  pages        = {23--34},
  year         = {2018},
  url          = {http://sites.computer.org/debull/A18june/p23.pdf},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/debu/HellersteinHK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/WhittakerH18,
  author       = {Michael J. Whittaker and
                  Joseph M. Hellerstein},
  title        = {Interactive Checks for Coordination Avoidance},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {12},
  number       = {1},
  pages        = {14--27},
  year         = {2018},
  url          = {http://www.vldb.org/pvldb/vol12/p14-whittaker.pdf},
  doi          = {10.14778/3275536.3275538},
  timestamp    = {Fri, 25 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pvldb/WhittakerH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/cloud/WhittakerTAH18,
  author       = {Michael J. Whittaker and
                  Cristina Teodoropol and
                  Peter Alvaro and
                  Joseph M. Hellerstein},
  title        = {Debugging Distributed Systems with Why-Across-Time Provenance},
  booktitle    = {Proceedings of the {ACM} Symposium on Cloud Computing, SoCC 2018,
                  Carlsbad, CA, USA, October 11-13, 2018},
  pages        = {333--346},
  year         = {2018},
  crossref     = {DBLP:conf/cloud/2018},
  url          = {https://doi.org/10.1145/3267809.3267839},
  doi          = {10.1145/3267809.3267839},
  timestamp    = {Fri, 25 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cloud/WhittakerTAH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/icde/WuFLH18,
  author       = {Chenggang Wu and
                  Jose M. Faleiro and
                  Yihan Lin and
                  Joseph M. Hellerstein},
  title        = {Anna: {A} {KVS} for Any Scale},
  booktitle    = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018,
                  Paris, France, April 16-19, 2018},
  pages        = {401--412},
  year         = {2018},
  crossref     = {DBLP:conf/icde/2018},
  url          = {https://doi.org/10.1109/ICDE.2018.00044},
  doi          = {10.1109/ICDE.2018.00044},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/WuFLH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@incollection{DBLP:reference/db/Hellerstein18,
  author       = {Joseph M. Hellerstein},
  title        = {Generalized Search Tree},
  booktitle    = {Encyclopedia of Database Systems, Second Edition},
  year         = {2018},
  crossref     = {DBLP:reference/db/2018},
  url          = {https://doi.org/10.1007/978-1-4614-8265-9\_743},
  doi          = {10.1007/978-1-4614-8265-9\_743},
  timestamp    = {Thu, 14 Feb 2019 09:43:36 +0100},
  biburl       = {https://dblp.org/rec/reference/db/Hellerstein18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-1806-01499,
  author       = {Yifan Wu and
                  Larry Xu and
                  Remco Chang and
                  Joseph M. Hellerstein and
                  Eugene Wu},
  title        = {Making Sense of Asynchrony in Interactive Data Visualizations},
  journal      = {CoRR},
  volume       = {abs/1806.01499},
  year         = {2018},
  url          = {http://arxiv.org/abs/1806.01499},
  eprinttype    = {arXiv},
  eprint       = {1806.01499},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1806-01499.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-1808-03196,
  author       = {Sanjay Krishnan and
                  Zongheng Yang and
                  Ken Goldberg and
                  Joseph M. Hellerstein and
                  Ion Stoica},
  title        = {Learning to Optimize Join Queries With Deep Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/1808.03196},
  year         = {2018},
  url          = {http://arxiv.org/abs/1808.03196},
  eprinttype    = {arXiv},
  eprint       = {1808.03196},
  timestamp    = {Sun, 02 Sep 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1808-03196.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-1809-00089,
  author       = {Chenggang Wu and
                  Vikram Sreekanti and
                  Joseph M. Hellerstein},
  title        = {Eliminating Boundaries in Cloud Storage with Anna},
  journal      = {CoRR},
  volume       = {abs/1809.00089},
  year         = {2018},
  url          = {http://arxiv.org/abs/1809.00089},
  eprinttype    = {arXiv},
  eprint       = {1809.00089},
  timestamp    = {Tue, 18 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1809-00089.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-1809-07750,
  author       = {Noah M. Johnson and
                  Joseph P. Near and
                  Joseph M. Hellerstein and
                  Dawn Song},
  title        = {Chorus: Differential Privacy via Query Rewriting},
  journal      = {CoRR},
  volume       = {abs/1809.07750},
  year         = {2018},
  url          = {http://arxiv.org/abs/1809.07750},
  eprinttype    = {arXiv},
  eprint       = {1809.07750},
  timestamp    = {Fri, 05 Oct 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1809-07750.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-1812-03651,
  author       = {Joseph M. Hellerstein and
                  Jose M. Faleiro and
                  Joseph E. Gonzalez and
                  Johann Schleier{-}Smith and
                  Vikram Sreekanti and
                  Alexey Tumanov and
                  Chenggang Wu},
  title        = {Serverless Computing: One Step Forward, Two Steps Back},
  journal      = {CoRR},
  volume       = {abs/1812.03651},
  year         = {2018},
  url          = {http://arxiv.org/abs/1812.03651},
  eprinttype    = {arXiv},
  eprint       = {1812.03651},
  timestamp    = {Tue, 18 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1812-03651.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/FaleiroAH17,
  author       = {Jose M. Faleiro and
                  Daniel Abadi and
                  Joseph M. Hellerstein},
  title        = {High Performance Transactions via Early Write Visibility},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {10},
  number       = {5},
  pages        = {613--624},
  year         = {2017},
  url          = {http://www.vldb.org/pvldb/vol10/p613-faleiro.pdf},
  doi          = {10.14778/3055540.3055553},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/FaleiroAH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/KhanX0H17,
  author       = {Meraj Ahmed Khan and
                  Larry Xu and
                  Arnab Nandi and
                  Joseph M. Hellerstein},
  title        = {Data Tweening: Incremental Visualization of Data Transforms},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {10},
  number       = {6},
  pages        = {661--672},
  year         = {2017},
  url          = {http://www.vldb.org/pvldb/vol10/p661-khan.pdf},
  doi          = {10.14778/3055330.3055333},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/KhanX0H17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/KhanX0H17a,
  author       = {Meraj Ahmed Khan and
                  Larry Xu and
                  Arnab Nandi and
                  Joseph M. Hellerstein},
  title        = {DataTweener: {A} Demonstration of a Tweening Engine for Incremental
                  Visualization of Data Transforms},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {10},
  number       = {12},
  pages        = {1953--1956},
  year         = {2017},
  url          = {http://www.vldb.org/pvldb/vol10/p1953-khan.pdf},
  doi          = {10.14778/3137765.3137817},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/KhanX0H17a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/tods/AlvaroCHM17,
  author       = {Peter Alvaro and
                  Neil Conway and
                  Joseph M. Hellerstein and
                  David Maier},
  title        = {Blazes: Coordination Analysis and Placement for Distributed Programs},
  journal      = {{ACM} Trans. Database Syst.},
  volume       = {42},
  number       = {4},
  pages        = {23:1--23:31},
  year         = {2017},
  url          = {https://doi.org/10.1145/3110214},
  doi          = {10.1145/3110214},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tods/AlvaroCHM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/cidr/HellersteinSGSA17,
  author       = {Joseph M. Hellerstein and
                  Vikram Sreekanti and
                  Joseph E. Gonzalez and
                  James Dalton and
                  Akon Dey and
                  Sreyashi Nag and
                  Krishna Ramachandran and
                  Sudhanshu Arora and
                  Arka Bhattacharyya and
                  Shirshanka Das and
                  Mark Donsky and
                  Gabriel Fierro and
                  Chang She and
                  Carl Steinbach and
                  Venkat Subramanian and
                  Eric Sun},
  title        = {Ground: {A} Data Context Service},
  booktitle    = {8th Biennial Conference on Innovative Data Systems Research, {CIDR}
                  2017, Chaminade, CA, USA, January 8-11, 2017, Online Proceedings},
  year         = {2017},
  crossref     = {DBLP:conf/cidr/2017},
  url          = {http://cidrdb.org/cidr2017/papers/p111-hellerstein-cidr17.pdf},
  timestamp    = {Mon, 18 Jul 2022 17:13:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cidr/HellersteinSGSA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/cloud/WuFLH17,
  author       = {Chenggang Wu and
                  Jose M. Faleiro and
                  Yihan Lin and
                  Joseph M. Hellerstein},
  title        = {Indy: a software system for the dense cloud},
  booktitle    = {Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa
                  Clara, CA, USA, September 24-27, 2017},
  pages        = {650},
  year         = {2017},
  crossref     = {DBLP:conf/cloud/2017},
  url          = {https://doi.org/10.1145/3127479.3134429},
  doi          = {10.1145/3127479.3134429},
  timestamp    = {Tue, 18 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cloud/WuFLH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@proceedings{DBLP:conf/sigmod/2017hilda,
  editor       = {Carsten Binnig and
                  Joseph M. Hellerstein and
                  Aditya G. Parameswaran},
  title        = {Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics,
                  HILDA@SIGMOD 2017, Chicago, IL, USA, May 14, 2017},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3077257},
  doi          = {10.1145/3077257},
  isbn         = {978-1-4503-5029-7},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/2017hilda.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-1712-05855,
  author       = {Ion Stoica and
                  Dawn Song and
                  Raluca Ada Popa and
                  David A. Patterson and
                  Michael W. Mahoney and
                  Randy H. Katz and
                  Anthony D. Joseph and
                  Michael I. Jordan and
                  Joseph M. Hellerstein and
                  Joseph E. Gonzalez and
                  Ken Goldberg and
                  Ali Ghodsi and
                  David E. Culler and
                  Pieter Abbeel},
  title        = {A Berkeley View of Systems Challenges for {AI}},
  journal      = {CoRR},
  volume       = {abs/1712.05855},
  year         = {2017},
  url          = {http://arxiv.org/abs/1712.05855},
  eprinttype    = {arXiv},
  eprint       = {1712.05855},
  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1712-05855.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/cacm/AbadiAABBCCDDFG16,
  author       = {Daniel Abadi and
                  Rakesh Agrawal and
                  Anastasia Ailamaki and
                  Magdalena Balazinska and
                  Philip A. Bernstein and
                  Michael J. Carey and
                  Surajit Chaudhuri and
                  Jeffrey Dean and
                  AnHai Doan and
                  Michael J. Franklin and
                  Johannes Gehrke and
                  Laura M. Haas and
                  Alon Y. Halevy and
                  Joseph M. Hellerstein and
                  Yannis E. Ioannidis and
                  H. V. Jagadish and
                  Donald Kossmann and
                  Samuel Madden and
                  Sharad Mehrotra and
                  Tova Milo and
                  Jeffrey F. Naughton and
                  Raghu Ramakrishnan and
                  Volker Markl and
                  Christopher Olston and
                  Beng Chin Ooi and
                  Christopher R{\'{e}} and
                  Dan Suciu and
                  Michael Stonebraker and
                  Todd Walter and
                  Jennifer Widom},
  title        = {The Beckman report on database research},
  journal      = {Commun. {ACM}},
  volume       = {59},
  number       = {2},
  pages        = {92--99},
  year         = {2016},
  url          = {https://doi.org/10.1145/2845915},
  doi          = {10.1145/2845915},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cacm/AbadiAABBCCDDFG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/tods/BailisFGHS16,
  author       = {Peter Bailis and
                  Alan D. Fekete and
                  Ali Ghodsi and
                  Joseph M. Hellerstein and
                  Ion Stoica},
  title        = {Scalable Atomic Visibility with {RAMP} Transactions},
  journal      = {{ACM} Trans. Database Syst.},
  volume       = {41},
  number       = {3},
  pages        = {15:1--15:45},
  year         = {2016},
  url          = {https://doi.org/10.1145/2909870},
  doi          = {10.1145/2909870},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tods/BailisFGHS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/tplp/AmelootBMAH16,
  author       = {Tom J. Ameloot and
                  Jan Van den Bussche and
                  William R. Marczak and
                  Peter Alvaro and
                  Joseph M. Hellerstein},
  title        = {Putting logic-based distributed systems on stable grounds},
  journal      = {Theory Pract. Log. Program.},
  volume       = {16},
  number       = {4},
  pages        = {378--417},
  year         = {2016},
  url          = {https://doi.org/10.1017/S1471068415000381},
  doi          = {10.1017/S1471068415000381},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tplp/AmelootBMAH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/cloud/Schleier-SmithK16,
  author       = {Johann Schleier{-}Smith and
                  Erik T. Krogen and
                  Joseph M. Hellerstein},
  title        = {ReStream: Accelerating Backtesting and Stream Replay with Serial-Equivalent
                  Parallel Processing},
  booktitle    = {Proceedings of the Seventh {ACM} Symposium on Cloud Computing, Santa
                  Clara, CA, USA, October 5-7, 2016},
  pages        = {334--347},
  year         = {2016},
  crossref     = {DBLP:conf/cloud/2016},
  url          = {https://doi.org/10.1145/2987550.2987573},
  doi          = {10.1145/2987550.2987573},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cloud/Schleier-SmithK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/kdd/Hellerstein16,
  author       = {Joseph M. Hellerstein},
  title        = {People, Computers, and The Hot Mess of Real Data},
  booktitle    = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
                  13-17, 2016},
  pages        = {7},
  year         = {2016},
  crossref     = {DBLP:conf/kdd/2016},
  url          = {https://doi.org/10.1145/2939672.2945356},
  doi          = {10.1145/2939672.2945356},
  timestamp    = {Tue, 06 Nov 2018 16:59:37 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/Hellerstein16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/WuH016,
  author       = {Yifan Wu and
                  Joseph M. Hellerstein and
                  Eugene Wu},
  title        = {A DeVIL-ish approach to inconsistency in interactive visualizations},
  booktitle    = {Proceedings of the Workshop on Human-In-the-Loop Data Analytics, HILDA@SIGMOD
                  2016, San Francisco, CA, USA, June 26 - July 01, 2016},
  pages        = {15},
  year         = {2016},
  crossref     = {DBLP:conf/sigmod/2016hilda},
  url          = {https://doi.org/10.1145/2939502.2939517},
  doi          = {10.1145/2939502.2939517},
  timestamp    = {Thu, 27 Aug 2020 11:23:11 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/WuH016.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/Hellerstein16,
  author       = {Joseph M. Hellerstein},
  title        = {Naughton's Wisconsin Bibliography: {A} Brief Guide},
  journal      = {CoRR},
  volume       = {abs/1605.05566},
  year         = {2016},
  url          = {http://arxiv.org/abs/1605.05566},
  eprinttype    = {arXiv},
  eprint       = {1605.05566},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/Hellerstein16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/cidr/HeerHK15,
  author       = {Jeffrey Heer and
                  Joseph M. Hellerstein and
                  Sean Kandel},
  title        = {Predictive Interaction for Data Transformation},
  booktitle    = {Seventh Biennial Conference on Innovative Data Systems Research, {CIDR}
                  2015, Asilomar, CA, USA, January 4-7, 2015, Online Proceedings},
  year         = {2015},
  crossref     = {DBLP:conf/cidr/2015},
  url          = {http://cidrdb.org/cidr2015/Papers/CIDR15\_Paper27.pdf},
  timestamp    = {Mon, 18 Jul 2022 17:13:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cidr/HeerHK15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/cidr/Hellerstein15,
  author       = {Joseph M. Hellerstein},
  title        = {Data, Technology and the Challenges of Abundance},
  booktitle    = {Seventh Biennial Conference on Innovative Data Systems Research, {CIDR}
                  2015, Asilomar, CA, USA, January 4-7, 2015, Online Proceedings},
  year         = {2015},
  crossref     = {DBLP:conf/cidr/2015},
  url          = {http://cidrdb.org/cidr2015/Papers/28\_Abstract91HJ.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cidr/Hellerstein15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/AlvaroRH15,
  author       = {Peter Alvaro and
                  Joshua Rosen and
                  Joseph M. Hellerstein},
  title        = {Lineage-driven Fault Injection},
  booktitle    = {Proceedings of the 2015 {ACM} {SIGMOD} International Conference on
                  Management of Data, Melbourne, Victoria, Australia, May 31 - June
                  4, 2015},
  pages        = {331--346},
  year         = {2015},
  crossref     = {DBLP:conf/sigmod/2015},
  url          = {https://doi.org/10.1145/2723372.2723711},
  doi          = {10.1145/2723372.2723711},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigmod/AlvaroRH15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/BailisFFGHS15,
  author       = {Peter Bailis and
                  Alan D. Fekete and
                  Michael J. Franklin and
                  Ali Ghodsi and
                  Joseph M. Hellerstein and
                  Ion Stoica},
  title        = {Feral Concurrency Control: An Empirical Investigation of Modern Application
                  Integrity},
  booktitle    = {Proceedings of the 2015 {ACM} {SIGMOD} International Conference on
                  Management of Data, Melbourne, Victoria, Australia, May 31 - June
                  4, 2015},
  pages        = {1327--1342},
  year         = {2015},
  crossref     = {DBLP:conf/sigmod/2015},
  url          = {https://doi.org/10.1145/2723372.2737784},
  doi          = {10.1145/2723372.2737784},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/BailisFFGHS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@book{DBLP:books/others/red,
  editor       = {Peter Bailis and
                  Joseph M. Hellerstein and
                  Michael Stonebraker},
  title        = {Readings in Database Systems, 5th Edition},
  year         = {2015},
  url          = {http://www.redbook.io/},
  timestamp    = {Fri, 12 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/others/red.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/AmelootBMAH15,
  author       = {Tom J. Ameloot and
                  Jan Van den Bussche and
                  William R. Marczak and
                  Peter Alvaro and
                  Joseph M. Hellerstein},
  title        = {Putting Logic-Based Distributed Systems on Stable Grounds},
  journal      = {CoRR},
  volume       = {abs/1507.05539},
  year         = {2015},
  url          = {http://arxiv.org/abs/1507.05539},
  eprinttype    = {arXiv},
  eprint       = {1507.05539},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/AmelootBMAH15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/GonzalezBJFHGS15,
  author       = {Joseph E. Gonzalez and
                  Peter Bailis and
                  Michael I. Jordan and
                  Michael J. Franklin and
                  Joseph M. Hellerstein and
                  Ali Ghodsi and
                  Ion Stoica},
  title        = {Asynchronous Complex Analytics in a Distributed Dataflow Architecture},
  journal      = {CoRR},
  volume       = {abs/1510.07092},
  year         = {2015},
  url          = {http://arxiv.org/abs/1510.07092},
  eprinttype    = {arXiv},
  eprint       = {1510.07092},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/GonzalezBJFHGS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/cacm/BailisVFHS14,
  author       = {Peter Bailis and
                  Shivaram Venkataraman and
                  Michael J. Franklin and
                  Joseph M. Hellerstein and
                  Ion Stoica},
  title        = {Quantifying eventual consistency with {PBS}},
  journal      = {Commun. {ACM}},
  volume       = {57},
  number       = {8},
  pages        = {93--102},
  year         = {2014},
  url          = {https://doi.org/10.1145/2632792},
  doi          = {10.1145/2632792},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cacm/BailisVFHS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/ConwayAAH14,
  author       = {Neil Conway and
                  Peter Alvaro and
                  Emily Andrews and
                  Joseph M. Hellerstein},
  title        = {Edelweiss: Automatic Storage Reclamation for Distributed Programming},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {7},
  number       = {6},
  pages        = {481--492},
  year         = {2014},
  url          = {http://www.vldb.org/pvldb/vol7/p481-conway.pdf},
  doi          = {10.14778/2732279.2732285},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pvldb/ConwayAAH14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/BailisFFGHS14,
  author       = {Peter Bailis and
                  Alan D. Fekete and
                  Michael J. Franklin and
                  Ali Ghodsi and
                  Joseph M. Hellerstein and
                  Ion Stoica},
  title        = {Coordination Avoidance in Database Systems},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {8},
  number       = {3},
  pages        = {185--196},
  year         = {2014},
  url          = {http://www.vldb.org/pvldb/vol8/p185-bailis.pdf},
  doi          = {10.14778/2735508.2735509},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/BailisFFGHS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/sigmod/AbadiAABBCCDDFGHHHIJKMMMNRMOORSSWW14,
  author       = {Daniel J. Abadi and
                  Rakesh Agrawal and
                  Anastasia Ailamaki and
                  Magdalena Balazinska and
                  Philip A. Bernstein and
                  Michael J. Carey and
                  Surajit Chaudhuri and
                  Jeffrey Dean and
                  AnHai Doan and
                  Michael J. Franklin and
                  Johannes Gehrke and
                  Laura M. Haas and
                  Alon Y. Halevy and
                  Joseph M. Hellerstein and
                  Yannis E. Ioannidis and
                  H. V. Jagadish and
                  Donald Kossmann and
                  Samuel Madden and
                  Sharad Mehrotra and
                  Tova Milo and
                  Jeffrey F. Naughton and
                  Raghu Ramakrishnan and
                  Volker Markl and
                  Christopher Olston and
                  Beng Chin Ooi and
                  Christopher R{\'{e}} and
                  Dan Suciu and
                  Michael Stonebraker and
                  Todd Walter and
                  Jennifer Widom},
  title        = {The Beckman Report on Database Research},
  journal      = {{SIGMOD} Rec.},
  volume       = {43},
  number       = {3},
  pages        = {61--70},
  year         = {2014},
  url          = {https://doi.org/10.1145/2694428.2694441},
  doi          = {10.1145/2694428.2694441},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sigmod/AbadiAABBCCDDFGHHHIJKMMMNRMOORSSWW14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/vldb/BailisVFHS14,
  author       = {Peter Bailis and
                  Shivaram Venkataraman and
                  Michael J. Franklin and
                  Joseph M. Hellerstein and
                  Ion Stoica},
  title        = {Quantifying eventual consistency with {PBS}},
  journal      = {{VLDB} J.},
  volume       = {23},
  number       = {2},
  pages        = {279--302},
  year         = {2014},
  url          = {https://doi.org/10.1007/s00778-013-0330-1},
  doi          = {10.1007/S00778-013-0330-1},
  timestamp    = {Sun, 28 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/vldb/BailisVFHS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/icde/AlvaroCHM14,
  author       = {Peter Alvaro and
                  Neil Conway and
                  Joseph M. Hellerstein and
                  David Maier},
  title        = {Blazes: Coordination analysis for distributed programs},
  booktitle    = {{IEEE} 30th International Conference on Data Engineering, Chicago,
                  {ICDE} 2014, IL, USA, March 31 - April 4, 2014},
  pages        = {52--63},
  year         = {2014},
  crossref     = {DBLP:conf/icde/2014},
  url          = {https://doi.org/10.1109/ICDE.2014.6816639},
  doi          = {10.1109/ICDE.2014.6816639},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/AlvaroCHM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/BailisFHGS14,
  author       = {Peter Bailis and
                  Alan D. Fekete and
                  Joseph M. Hellerstein and
                  Ali Ghodsi and
                  Ion Stoica},
  title        = {Scalable atomic visibility with {RAMP} transactions},
  booktitle    = {International Conference on Management of Data, {SIGMOD} 2014, Snowbird,
                  UT, USA, June 22-27, 2014},
  pages        = {27--38},
  year         = {2014},
  crossref     = {DBLP:conf/sigmod/2014},
  url          = {https://doi.org/10.1145/2588555.2588562},
  doi          = {10.1145/2588555.2588562},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/BailisFHGS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/BailisFFGHS14,
  author       = {Peter Bailis and
                  Alan D. Fekete and
                  Michael J. Franklin and
                  Ali Ghodsi and
                  Joseph M. Hellerstein and
                  Ion Stoica},
  title        = {Coordination-Avoiding Database Systems},
  journal      = {CoRR},
  volume       = {abs/1402.2237},
  year         = {2014},
  url          = {http://arxiv.org/abs/1402.2237},
  eprinttype    = {arXiv},
  eprint       = {1402.2237},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/BailisFFGHS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/LowGKBGH14,
  author       = {Yucheng Low and
                  Joseph E. Gonzalez and
                  Aapo Kyrola and
                  Danny Bickson and
                  Carlos Guestrin and
                  Joseph M. Hellerstein},
  title        = {GraphLab: {A} New Framework For Parallel Machine Learning},
  journal      = {CoRR},
  volume       = {abs/1408.2041},
  year         = {2014},
  url          = {http://arxiv.org/abs/1408.2041},
  eprinttype    = {arXiv},
  eprint       = {1408.2041},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LowGKBGH14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/BailisDFGHS13,
  author       = {Peter Bailis and
                  Aaron Davidson and
                  Alan D. Fekete and
                  Ali Ghodsi and
                  Joseph M. Hellerstein and
                  Ion Stoica},
  title        = {Highly Available Transactions: Virtues and Limitations},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {7},
  number       = {3},
  pages        = {181--192},
  year         = {2013},
  url          = {http://www.vldb.org/pvldb/vol7/p181-bailis.pdf},
  doi          = {10.14778/2732232.2732237},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/BailisDFGHS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/cloud/AlvaroBCH13,
  author       = {Peter Alvaro and
                  Peter Bailis and
                  Neil Conway and
                  Joseph M. Hellerstein},
  title        = {Consistency without borders},
  booktitle    = {{ACM} Symposium on Cloud Computing, {SOCC} '13, Santa Clara, CA, USA,
                  October 1-3, 2013},
  pages        = {23:1--23:10},
  year         = {2013},
  crossref     = {DBLP:conf/cloud/2013},
  url          = {https://doi.org/10.1145/2523616.2523632},
  doi          = {10.1145/2523616.2523632},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cloud/AlvaroBCH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/hotos/BailisFGHS13,
  author       = {Peter Bailis and
                  Alan D. Fekete and
                  Ali Ghodsi and
                  Joseph M. Hellerstein and
                  Ion Stoica},
  title        = {HAT, Not {CAP:} Towards Highly Available Transactions},
  booktitle    = {14th Workshop on Hot Topics in Operating Systems, HotOS XIV, Santa
                  Ana Pueblo, New Mexico, USA, May 13-15, 2013},
  year         = {2013},
  crossref     = {DBLP:conf/hotos/2013},
  url          = {https://www.usenix.org/conference/hotos13/session/bailis},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/hotos/BailisFGHS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/kbse/Hellerstein13,
  author       = {Joseph M. Hellerstein},
  title        = {{BOOM:} Experiences in language and tool design for distributed systems
                  (keynote)},
  booktitle    = {2013 28th {IEEE/ACM} International Conference on Automated Software
                  Engineering, {ASE} 2013, Silicon Valley, CA, USA, November 11-15,
                  2013},
  pages        = {1},
  year         = {2013},
  crossref     = {DBLP:conf/kbse/2013},
  url          = {https://doi.org/10.1109/ASE.2013.6693058},
  doi          = {10.1109/ASE.2013.6693058},
  timestamp    = {Wed, 16 Oct 2019 14:14:55 +0200},
  biburl       = {https://dblp.org/rec/conf/kbse/Hellerstein13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/pods/AbouziedAPHS13,
  author       = {Azza Abouzied and
                  Dana Angluin and
                  Christos H. Papadimitriou and
                  Joseph M. Hellerstein and
                  Avi Silberschatz},
  title        = {Learning and verifying quantified boolean queries by example},
  booktitle    = {Proceedings of the 32nd {ACM} {SIGMOD-SIGACT-SIGART} Symposium on
                  Principles of Database Systems, {PODS} 2013, New York, NY, {USA} -
                  June 22 - 27, 2013},
  pages        = {49--60},
  year         = {2013},
  crossref     = {DBLP:conf/pods/2013},
  url          = {https://doi.org/10.1145/2463664.2465220},
  doi          = {10.1145/2463664.2465220},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pods/AbouziedAPHS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/BailisGHS13,
  author       = {Peter Bailis and
                  Ali Ghodsi and
                  Joseph M. Hellerstein and
                  Ion Stoica},
  title        = {Bolt-on causal consistency},
  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
                  of Data, {SIGMOD} 2013, New York, NY, USA, June 22-27, 2013},
  pages        = {761--772},
  year         = {2013},
  crossref     = {DBLP:conf/sigmod/2013},
  url          = {https://doi.org/10.1145/2463676.2465279},
  doi          = {10.1145/2463676.2465279},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigmod/BailisGHS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/BailisVFHS13,
  author       = {Peter Bailis and
                  Shivaram Venkataraman and
                  Michael J. Franklin and
                  Joseph M. Hellerstein and
                  Ion Stoica},
  title        = {{PBS} at work: advancing data management with consistency metrics},
  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
                  of Data, {SIGMOD} 2013, New York, NY, USA, June 22-27, 2013},
  pages        = {1113--1116},
  year         = {2013},
  crossref     = {DBLP:conf/sigmod/2013},
  url          = {https://doi.org/10.1145/2463676.2465260},
  doi          = {10.1145/2463676.2465260},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigmod/BailisVFHS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-1302-0309,
  author       = {Peter Bailis and
                  Alan D. Fekete and
                  Ali Ghodsi and
                  Joseph M. Hellerstein and
                  Ion Stoica},
  title        = {HAT, not {CAP:} Highly Available Transactions},
  journal      = {CoRR},
  volume       = {abs/1302.0309},
  year         = {2013},
  url          = {http://arxiv.org/abs/1302.0309},
  eprinttype    = {arXiv},
  eprint       = {1302.0309},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1302-0309.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-1304-4303,
  author       = {Azza Abouzied and
                  Dana Angluin and
                  Christos H. Papadimitriou and
                  Joseph M. Hellerstein and
                  Avi Silberschatz},
  title        = {Learning and Verifying Quantified Boolean Queries by Example},
  journal      = {CoRR},
  volume       = {abs/1304.4303},
  year         = {2013},
  url          = {http://arxiv.org/abs/1304.4303},
  eprinttype    = {arXiv},
  eprint       = {1304.4303},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1304-4303.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/AlvaroCHM13,
  author       = {Peter Alvaro and
                  Neil Conway and
                  Joseph M. Hellerstein and
                  David Maier},
  title        = {Blazes: Coordination Analysis for Distributed Programs},
  journal      = {CoRR},
  volume       = {abs/1309.3324},
  year         = {2013},
  url          = {http://arxiv.org/abs/1309.3324},
  eprinttype    = {arXiv},
  eprint       = {1309.3324},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/AlvaroCHM13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/LowGKBGH12,
  author       = {Yucheng Low and
                  Joseph Gonzalez and
                  Aapo Kyrola and
                  Danny Bickson and
                  Carlos Guestrin and
                  Joseph M. Hellerstein},
  title        = {Distributed GraphLab: {A} Framework for Machine Learning in the Cloud},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {5},
  number       = {8},
  pages        = {716--727},
  year         = {2012},
  url          = {http://vldb.org/pvldb/vol5/p716\_yuchenglow\_vldb2012.pdf},
  doi          = {10.14778/2212351.2212354},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pvldb/LowGKBGH12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/BailisVFHS12,
  author       = {Peter Bailis and
                  Shivaram Venkataraman and
                  Michael J. Franklin and
                  Joseph M. Hellerstein and
                  Ion Stoica},
  title        = {Probabilistically Bounded Staleness for Practical Partial Quorums},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {5},
  number       = {8},
  pages        = {776--787},
  year         = {2012},
  url          = {http://vldb.org/pvldb/vol5/p776\_peterbailis\_vldb2012.pdf},
  doi          = {10.14778/2212351.2212359},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/BailisVFHS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/HellersteinRSWFGNWFLK12,
  author       = {Joseph M. Hellerstein and
                  Christopher R{\'{e}} and
                  Florian Schoppmann and
                  Daisy Zhe Wang and
                  Eugene Fratkin and
                  Aleksander Gorajek and
                  Kee Siong Ng and
                  Caleb Welton and
                  Xixuan Feng and
                  Kun Li and
                  Arun Kumar},
  title        = {The MADlib Analytics Library or {MAD} Skills, the {SQL}},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {5},
  number       = {12},
  pages        = {1700--1711},
  year         = {2012},
  url          = {http://vldb.org/pvldb/vol5/p1700\_joehellerstein\_vldb2012.pdf},
  doi          = {10.14778/2367502.2367510},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/HellersteinRSWFGNWFLK12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/AbouziedHS12,
  author       = {Azza Abouzied and
                  Joseph M. Hellerstein and
                  Avi Silberschatz},
  title        = {Playful Query Specification with DataPlay},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {5},
  number       = {12},
  pages        = {1938--1941},
  year         = {2012},
  url          = {http://vldb.org/pvldb/vol5/p1938\_azzaabouzied\_vldb2012.pdf},
  doi          = {10.14778/2367502.2367542},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/AbouziedHS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/tvcg/KandelPHH12,
  author       = {Sean Kandel and
                  Andreas Paepcke and
                  Joseph M. Hellerstein and
                  Jeffrey Heer},
  title        = {Enterprise Data Analysis and Visualization: An Interview Study},
  journal      = {{IEEE} Trans. Vis. Comput. Graph.},
  volume       = {18},
  number       = {12},
  pages        = {2917--2926},
  year         = {2012},
  url          = {https://doi.org/10.1109/TVCG.2012.219},
  doi          = {10.1109/TVCG.2012.219},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tvcg/KandelPHH12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/avi/KandelPPHH12,
  author       = {Sean Kandel and
                  Ravi Parikh and
                  Andreas Paepcke and
                  Joseph M. Hellerstein and
                  Jeffrey Heer},
  title        = {Profiler: integrated statistical analysis and visualization for data
                  quality assessment},
  booktitle    = {International Working Conference on Advanced Visual Interfaces, {AVI}
                  2012, Capri Island, Naples, Italy, May 22-25, 2012, Proceedings},
  pages        = {547--554},
  year         = {2012},
  crossref     = {DBLP:conf/avi/2012},
  url          = {https://doi.org/10.1145/2254556.2254659},
  doi          = {10.1145/2254556.2254659},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/avi/KandelPPHH12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/cloud/ConwayMAHM12,
  author       = {Neil Conway and
                  William R. Marczak and
                  Peter Alvaro and
                  Joseph M. Hellerstein and
                  David Maier},
  title        = {Logic and lattices for distributed programming},
  booktitle    = {{ACM} Symposium on Cloud Computing, {SOCC} '12, San Jose, CA, USA,
                  October 14-17, 2012},
  pages        = {1},
  year         = {2012},
  crossref     = {DBLP:conf/cloud/2012},
  url          = {https://doi.org/10.1145/2391229.2391230},
  doi          = {10.1145/2391229.2391230},
  timestamp    = {Tue, 20 Dec 2022 17:33:10 +0100},
  biburl       = {https://dblp.org/rec/conf/cloud/ConwayMAHM12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/cloud/BailisFGHS12,
  author       = {Peter Bailis and
                  Alan D. Fekete and
                  Ali Ghodsi and
                  Joseph M. Hellerstein and
                  Ion Stoica},
  title        = {The potential dangers of causal consistency and an explicit solution},
  booktitle    = {{ACM} Symposium on Cloud Computing, {SOCC} '12, San Jose, CA, USA,
                  October 14-17, 2012},
  pages        = {22},
  year         = {2012},
  crossref     = {DBLP:conf/cloud/2012},
  url          = {https://doi.org/10.1145/2391229.2391251},
  doi          = {10.1145/2391229.2391251},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cloud/BailisFGHS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/cloud/AlvaroCH12,
  author       = {Peter Alvaro and
                  Neil Conway and
                  Joseph M. Hellerstein},
  title        = {Distributed programming and consistency: principles and practice},
  booktitle    = {{ACM} Symposium on Cloud Computing, {SOCC} '12, San Jose, CA, USA,
                  October 14-17, 2012},
  pages        = {27},
  year         = {2012},
  crossref     = {DBLP:conf/cloud/2012},
  url          = {https://doi.org/10.1145/2391229.2391256},
  doi          = {10.1145/2391229.2391256},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cloud/AlvaroCH12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/datalog/MarczakACHM12,
  author       = {William R. Marczak and
                  Peter Alvaro and
                  Neil Conway and
                  Joseph M. Hellerstein and
                  David Maier},
  title        = {Confluence Analysis for Distributed Programs: {A} Model-Theoretic
                  Approach},
  booktitle    = {Datalog in Academia and Industry - Second International Workshop,
                  Datalog 2.0, Vienna, Austria, September 11-13, 2012. Proceedings},
  pages        = {135--147},
  year         = {2012},
  crossref     = {DBLP:conf/datalog/2012},
  url          = {https://doi.org/10.1007/978-3-642-32925-8\_14},
  doi          = {10.1007/978-3-642-32925-8\_14},
  timestamp    = {Tue, 14 May 2019 10:00:46 +0200},
  biburl       = {https://dblp.org/rec/conf/datalog/MarczakACHM12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/dev/ChenKYHP12,
  author       = {Kuang Chen and
                  Akshay Kannan and
                  Yoriyasu Yano and
                  Joseph M. Hellerstein and
                  Tapan S. Parikh},
  title        = {Shreddr: pipelined paper digitization for low-resource organizations},
  booktitle    = {{ACM} Annual Symposium on Computing for Development, {ACM} {DEV} '12,
                  Atlanta, GA, {USA} - March 10 - 11, 2012},
  pages        = {3:1--3:10},
  year         = {2012},
  crossref     = {DBLP:conf/dev/2012},
  url          = {https://doi.org/10.1145/2160601.2160605},
  doi          = {10.1145/2160601.2160605},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dev/ChenKYHP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/AlvaroHCMH12,
  author       = {Peter Alvaro and
                  Andrew Hutchinson and
                  Neil Conway and
                  William R. Marczak and
                  Joseph M. Hellerstein},
  title        = {BloomUnit: declarative testing for distributed programs},
  booktitle    = {Proceedings of the Fifth International Workshop on Testing Database
                  Systems, DBTest 2012, Scottsdale, AZ, USA, May 21, 2012},
  pages        = {1},
  year         = {2012},
  crossref     = {DBLP:conf/sigmod/2012dbtest},
  url          = {https://doi.org/10.1145/2304510.2304512},
  doi          = {10.1145/2304510.2304512},
  timestamp    = {Thu, 11 Mar 2021 15:20:15 +0100},
  biburl       = {https://dblp.org/rec/conf/sigmod/AlvaroHCMH12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/uist/AbouziedHS12,
  author       = {Azza Abouzied and
                  Joseph M. Hellerstein and
                  Avi Silberschatz},
  title        = {DataPlay: interactive tweaking and example-driven correction of graphical
                  database queries},
  booktitle    = {The 25th Annual {ACM} Symposium on User Interface Software and Technology,
                  {UIST} '12, Cambridge, MA, USA, October 7-10, 2012},
  pages        = {207--218},
  year         = {2012},
  crossref     = {DBLP:conf/uist/2012},
  url          = {https://doi.org/10.1145/2380116.2380144},
  doi          = {10.1145/2380116.2380144},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/uist/AbouziedHS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-1204-6078,
  author       = {Yucheng Low and
                  Joseph Gonzalez and
                  Aapo Kyrola and
                  Danny Bickson and
                  Carlos Guestrin and
                  Joseph M. Hellerstein},
  title        = {Distributed GraphLab: {A} Framework for Machine Learning in the Cloud},
  journal      = {CoRR},
  volume       = {abs/1204.6078},
  year         = {2012},
  url          = {http://arxiv.org/abs/1204.6078},
  eprinttype    = {arXiv},
  eprint       = {1204.6078},
  timestamp    = {Thu, 30 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1204-6078.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-1204-6082,
  author       = {Peter Bailis and
                  Shivaram Venkataraman and
                  Michael J. Franklin and
                  Joseph M. Hellerstein and
                  Ion Stoica},
  title        = {Probabilistically Bounded Staleness for Practical Partial Quorums},
  journal      = {CoRR},
  volume       = {abs/1204.6082},
  year         = {2012},
  url          = {http://arxiv.org/abs/1204.6082},
  eprinttype    = {arXiv},
  eprint       = {1204.6082},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1204-6082.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-1208-4165,
  author       = {Joseph M. Hellerstein and
                  Christopher R{\'{e}} and
                  Florian Schoppmann and
                  Daisy Zhe Wang and
                  Eugene Fratkin and
                  Aleksander Gorajek and
                  Kee Siong Ng and
                  Caleb Welton and
                  Xixuan Feng and
                  Kun Li and
                  Arun Kumar},
  title        = {The MADlib Analytics Library or {MAD} Skills, the {SQL}},
  journal      = {CoRR},
  volume       = {abs/1208.4165},
  year         = {2012},
  url          = {http://arxiv.org/abs/1208.4165},
  eprinttype    = {arXiv},
  eprint       = {1208.4165},
  timestamp    = {Thu, 01 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1208-4165.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/cacm/HellersteinT11,
  author       = {Joseph M. Hellerstein and
                  David L. Tennenhouse},
  title        = {Searching for Jim Gray: a technical overview},
  journal      = {Commun. {ACM}},
  volume       = {54},
  number       = {7},
  pages        = {77--87},
  year         = {2011},
  url          = {https://doi.org/10.1145/1965724.1965744},
  doi          = {10.1145/1965724.1965744},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cacm/HellersteinT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/tkde/ChenCCHP11,
  author       = {Kuang Chen and
                  Harr Chen and
                  Neil Conway and
                  Joseph M. Hellerstein and
                  Tapan S. Parikh},
  title        = {Usher: Improving Data Quality with Dynamic Forms},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {23},
  number       = {8},
  pages        = {1138--1153},
  year         = {2011},
  url          = {https://doi.org/10.1109/TKDE.2011.31},
  doi          = {10.1109/TKDE.2011.31},
  timestamp    = {Sat, 20 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/ChenCCHP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/chi/WillettHHA11,
  author       = {Wesley Willett and
                  Jeffrey Heer and
                  Joseph M. Hellerstein and
                  Maneesh Agrawala},
  title        = {CommentSpace: structured support for collaborative visual analysis},
  booktitle    = {Proceedings of the International Conference on Human Factors in Computing
                  Systems, {CHI} 2011, Vancouver, BC, Canada, May 7-12, 2011},
  pages        = {3131--3140},
  year         = {2011},
  crossref     = {DBLP:conf/chi/2011},
  url          = {https://doi.org/10.1145/1978942.1979407},
  doi          = {10.1145/1978942.1979407},
  timestamp    = {Fri, 12 Mar 2021 15:27:48 +0100},
  biburl       = {https://dblp.org/rec/conf/chi/WillettHHA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/chi/KandelPHH11,
  author       = {Sean Kandel and
                  Andreas Paepcke and
                  Joseph M. Hellerstein and
                  Jeffrey Heer},
  title        = {Wrangler: interactive visual specification of data transformation
                  scripts},
  booktitle    = {Proceedings of the International Conference on Human Factors in Computing
                  Systems, {CHI} 2011, Vancouver, BC, Canada, May 7-12, 2011},
  pages        = {3363--3372},
  year         = {2011},
  crossref     = {DBLP:conf/chi/2011},
  url          = {https://doi.org/10.1145/1978942.1979444},
  doi          = {10.1145/1978942.1979444},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/chi/KandelPHH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/cidr/ChenHP11,
  author       = {Kuang Chen and
                  Joseph M. Hellerstein and
                  Tapan S. Parikh},
  title        = {Data in the First Mile},
  booktitle    = {Fifth Biennial Conference on Innovative Data Systems Research, {CIDR}
                  2011, Asilomar, CA, USA, January 9-12, 2011, Online Proceedings},
  pages        = {203--206},
  year         = {2011},
  crossref     = {DBLP:conf/cidr/2011},
  url          = {http://cidrdb.org/cidr2011/Papers/CIDR11\_Paper27.pdf},
  timestamp    = {Mon, 18 Jul 2022 17:13:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cidr/ChenHP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/cidr/AlvaroCHM11,
  author       = {Peter Alvaro and
                  Neil Conway and
                  Joseph M. Hellerstein and
                  William R. Marczak},
  title        = {Consistency Analysis in Bloom: a {CALM} and Collected Approach},
  booktitle    = {Fifth Biennial Conference on Innovative Data Systems Research, {CIDR}
                  2011, Asilomar, CA, USA, January 9-12, 2011, Online Proceedings},
  pages        = {249--260},
  year         = {2011},
  crossref     = {DBLP:conf/cidr/2011},
  url          = {http://cidrdb.org/cidr2011/Papers/CIDR11\_Paper35.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cidr/AlvaroCHM11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/nsdi/GunawiDJAHAASB10,
  author       = {Haryadi S. Gunawi and
                  Thanh Do and
                  Pallavi Joshi and
                  Peter Alvaro and
                  Joseph M. Hellerstein and
                  Andrea C. Arpaci{-}Dusseau and
                  Remzi H. Arpaci{-}Dusseau and
                  Koushik Sen and
                  Dhruba Borthakur},
  title        = {{FATE} and {DESTINI:} {A} Framework for Cloud Recovery Testing},
  booktitle    = {Proceedings of the 8th {USENIX} Symposium on Networked Systems Design
                  and Implementation, {NSDI} 2011, Boston, MA, USA, March 30 - April
                  1, 2011},
  year         = {2011},
  crossref     = {DBLP:conf/nsdi/2011},
  url          = {https://www.usenix.org/conference/nsdi11/fate-and-destini-framework-cloud-recovery-testing},
  timestamp    = {Tue, 02 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nsdi/GunawiDJAHAASB10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/WangFGHW11,
  author       = {Daisy Zhe Wang and
                  Michael J. Franklin and
                  Minos N. Garofalakis and
                  Joseph M. Hellerstein and
                  Michael L. Wick},
  title        = {Hybrid in-database inference for declarative information extraction},
  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
                  of Data, {SIGMOD} 2011, Athens, Greece, June 12-16, 2011},
  pages        = {517--528},
  year         = {2011},
  crossref     = {DBLP:conf/sigmod/2011},
  url          = {https://doi.org/10.1145/1989323.1989378},
  doi          = {10.1145/1989323.1989378},
  timestamp    = {Thu, 11 Mar 2021 15:20:15 +0100},
  biburl       = {https://dblp.org/rec/conf/sigmod/WangFGHW11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/uist/GuoKHH11,
  author       = {Philip J. Guo and
                  Sean Kandel and
                  Joseph M. Hellerstein and
                  Jeffrey Heer},
  title        = {Proactive wrangling: mixed-initiative end-user programming of data
                  transformation scripts},
  booktitle    = {Proceedings of the 24th Annual {ACM} Symposium on User Interface Software
                  and Technology, Santa Barbara, CA, USA, October 16-19, 2011},
  pages        = {65--74},
  year         = {2011},
  crossref     = {DBLP:conf/uist/2011},
  url          = {https://doi.org/10.1145/2047196.2047205},
  doi          = {10.1145/2047196.2047205},
  timestamp    = {Tue, 06 Nov 2018 16:58:07 +0100},
  biburl       = {https://dblp.org/rec/conf/uist/GuoKHH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/cn/FeridunH10,
  author       = {Metin Feridun and
                  Joseph M. Hellerstein},
  title        = {Editorial},
  journal      = {Comput. Networks},
  volume       = {54},
  number       = {16},
  pages        = {2807--2808},
  year         = {2010},
  url          = {https://doi.org/10.1016/j.comnet.2010.09.003},
  doi          = {10.1016/J.COMNET.2010.09.003},
  timestamp    = {Wed, 15 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cn/FeridunH10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/WangFGH10,
  author       = {Daisy Zhe Wang and
                  Michael J. Franklin and
                  Minos N. Garofalakis and
                  Joseph M. Hellerstein},
  title        = {Querying Probabilistic Information Extraction},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {3},
  number       = {1},
  pages        = {1057--1067},
  year         = {2010},
  url          = {http://www.vldb.org/pvldb/vldb2010/pvldb\_vol3/R94.pdf},
  doi          = {10.14778/1920841.1920974},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/WangFGH10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/Hellerstein10,
  author       = {Joseph M. Hellerstein},
  title        = {Letter from the General {PC} Co-Chair},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {4},
  number       = {2},
  year         = {2010},
  url          = {http://www.vldb.org/pvldb/vol4/frontmatterVol4No2.pdf},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/Hellerstein10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/sigmod/Hellerstein10,
  author       = {Joseph M. Hellerstein},
  title        = {The declarative imperative: experiences and conjectures in distributed
                  logic},
  journal      = {{SIGMOD} Rec.},
  volume       = {39},
  number       = {1},
  pages        = {5--19},
  year         = {2010},
  url          = {https://doi.org/10.1145/1860702.1860704},
  doi          = {10.1145/1860702.1860704},
  timestamp    = {Sun, 22 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigmod/Hellerstein10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/amw/MeliouGH10,
  author       = {Alexandra Meliou and
                  Carlos Guestrin and
                  Joseph M. Hellerstein},
  title        = {Multiresolution Cube Estimators for Sensor Network Aggregate Queries},
  booktitle    = {Proceedings of the 4th Alberto Mendelzon International Workshop on
                  Foundations of Data Management, Buenos Aires, Argentina, May 17-20,
                  2010},
  year         = {2010},
  crossref     = {DBLP:conf/amw/2010},
  url          = {https://ceur-ws.org/Vol-619/paper17.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:23:19 +0100},
  biburl       = {https://dblp.org/rec/conf/amw/MeliouGH10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/datalog/AlvaroMCHMS10,
  author       = {Peter Alvaro and
                  William R. Marczak and
                  Neil Conway and
                  Joseph M. Hellerstein and
                  David Maier and
                  Russell Sears},
  title        = {Dedalus: Datalog in Time and Space},
  booktitle    = {Datalog Reloaded - First International Workshop, Datalog 2010, Oxford,
                  UK, March 16-19, 2010. Revised Selected Papers},
  pages        = {262--281},
  year         = {2010},
  crossref     = {DBLP:conf/datalog/2010},
  url          = {https://doi.org/10.1007/978-3-642-24206-9\_16},
  doi          = {10.1007/978-3-642-24206-9\_16},
  timestamp    = {Tue, 14 May 2019 10:00:46 +0200},
  biburl       = {https://dblp.org/rec/conf/datalog/AlvaroMCHMS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/eurosys/AlvaroCCEHS10,
  author       = {Peter Alvaro and
                  Tyson Condie and
                  Neil Conway and
                  Khaled Elmeleegy and
                  Joseph M. Hellerstein and
                  Russell Sears},
  title        = {Boom analytics: exploring data-centric, declarative programming for
                  the cloud},
  booktitle    = {European Conference on Computer Systems, Proceedings of the 5th European
                  conference on Computer systems, EuroSys 2010, Paris, France, April
                  13-16, 2010},
  pages        = {223--236},
  year         = {2010},
  crossref     = {DBLP:conf/eurosys/2010},
  url          = {https://doi.org/10.1145/1755913.1755937},
  doi          = {10.1145/1755913.1755937},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/eurosys/AlvaroCCEHS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/hotdep/GunawiDJHAAS10,
  author       = {Haryadi S. Gunawi and
                  Thanh Do and
                  Pallavi Joshi and
                  Joseph M. Hellerstein and
                  Andrea C. Arpaci{-}Dusseau and
                  Remzi H. Arpaci{-}Dusseau and
                  Koushik Sen},
  title        = {Towards Automatically Checking Thousands of Failures with Micro-specifications},
  booktitle    = {Proceedings of the Sixth Workshop on Hot Topics in System Dependability,
                  HotDep 2010, Vancouver, BC, Canada, October 3, 2010},
  year         = {2010},
  crossref     = {DBLP:conf/hotdep/2010},
  url          = {https://www.usenix.org/conference/hotdep10/towards-automatically-checking-thousands-failures-micro-specifications},
  timestamp    = {Tue, 02 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hotdep/GunawiDJHAAS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/icde/WangMFGH10,
  author       = {Daisy Zhe Wang and
                  Eirinaios Michelakis and
                  Michael J. Franklin and
                  Minos N. Garofalakis and
                  Joseph M. Hellerstein},
  title        = {Probabilistic declarative information extraction},
  booktitle    = {Proceedings of the 26th International Conference on Data Engineering,
                  {ICDE} 2010, March 1-6, 2010, Long Beach, California, {USA}},
  pages        = {173--176},
  year         = {2010},
  crossref     = {DBLP:conf/icde/2010},
  url          = {https://doi.org/10.1109/ICDE.2010.5447844},
  doi          = {10.1109/ICDE.2010.5447844},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/WangMFGH10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/icde/ChenCCHP10,
  author       = {Kuang Chen and
                  Harr Chen and
                  Neil Conway and
                  Joseph M. Hellerstein and
                  Tapan S. Parikh},
  title        = {{USHER:} Improving data quality with dynamic forms},
  booktitle    = {Proceedings of the 26th International Conference on Data Engineering,
                  {ICDE} 2010, March 1-6, 2010, Long Beach, California, {USA}},
  pages        = {321--332},
  year         = {2010},
  crossref     = {DBLP:conf/icde/2010},
  url          = {https://doi.org/10.1109/ICDE.2010.5447832},
  doi          = {10.1109/ICDE.2010.5447832},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/ChenCCHP10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/nsdi/CondieCAHES10,
  author       = {Tyson Condie and
                  Neil Conway and
                  Peter Alvaro and
                  Joseph M. Hellerstein and
                  Khaled Elmeleegy and
                  Russell Sears},
  title        = {MapReduce Online},
  booktitle    = {Proceedings of the 7th {USENIX} Symposium on Networked Systems Design
                  and Implementation, {NSDI} 2010, April 28-30, 2010, San Jose, CA,
                  {USA}},
  pages        = {313--328},
  year         = {2010},
  crossref     = {DBLP:conf/nsdi/2010},
  url          = {http://www.usenix.org/events/nsdi10/tech/full\_papers/condie.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nsdi/CondieCAHES10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/pods/Hellerstein10,
  author       = {Joseph M. Hellerstein},
  title        = {Datalog redux: experience and conjecture},
  booktitle    = {Proceedings of the Twenty-Ninth {ACM} {SIGMOD-SIGACT-SIGART} Symposium
                  on Principles of Database Systems, {PODS} 2010, June 6-11, 2010, Indianapolis,
                  Indiana, {USA}},
  pages        = {1--2},
  year         = {2010},
  crossref     = {DBLP:conf/pods/2010},
  url          = {https://doi.org/10.1145/1807085.1807087},
  doi          = {10.1145/1807085.1807087},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pods/Hellerstein10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/CondieCAHGTES10,
  author       = {Tyson Condie and
                  Neil Conway and
                  Peter Alvaro and
                  Joseph M. Hellerstein and
                  John Gerth and
                  Justin Talbot and
                  Khaled Elmeleegy and
                  Russell Sears},
  title        = {Online aggregation and continuous query support in MapReduce},
  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
                  of Data, {SIGMOD} 2010, Indianapolis, Indiana, USA, June 6-10, 2010},
  pages        = {1115--1118},
  year         = {2010},
  crossref     = {DBLP:conf/sigmod/2010},
  url          = {https://doi.org/10.1145/1807167.1807295},
  doi          = {10.1145/1807167.1807295},
  timestamp    = {Thu, 11 Mar 2021 15:20:15 +0100},
  biburl       = {https://dblp.org/rec/conf/sigmod/CondieCAHGTES10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/uai/LowGKBGH10,
  author       = {Yucheng Low and
                  Joseph Gonzalez and
                  Aapo Kyrola and
                  Danny Bickson and
                  Carlos Guestrin and
                  Joseph M. Hellerstein},
  title        = {GraphLab: {A} New Framework For Parallel Machine Learning},
  booktitle    = {{UAI} 2010, Proceedings of the Twenty-Sixth Conference on Uncertainty
                  in Artificial Intelligence, Catalina Island, CA, USA, July 8-11, 2010},
  pages        = {340--349},
  year         = {2010},
  crossref     = {DBLP:conf/uai/2010},
  url          = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2126\&\#38;proceeding\_id=26},
  timestamp    = {Wed, 03 Feb 2021 11:09:25 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/LowGKBGH10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/uist/ChenHP10,
  author       = {Kuang Chen and
                  Joseph M. Hellerstein and
                  Tapan S. Parikh},
  title        = {Designing adaptive feedback for improving data entry accuracy},
  booktitle    = {Proceedings of the 23rd Annual {ACM} Symposium on User Interface Software
                  and Technology, New York, NY, USA, October 3-6, 2010},
  pages        = {239--248},
  year         = {2010},
  crossref     = {DBLP:conf/uist/2010},
  url          = {https://doi.org/10.1145/1866029.1866068},
  doi          = {10.1145/1866029.1866068},
  timestamp    = {Tue, 06 Nov 2018 16:58:07 +0100},
  biburl       = {https://dblp.org/rec/conf/uist/ChenHP10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@proceedings{DBLP:conf/cloud/2010,
  editor       = {Joseph M. Hellerstein and
                  Surajit Chaudhuri and
                  Mendel Rosenblum},
  title        = {Proceedings of the 1st {ACM} Symposium on Cloud Computing, SoCC 2010,
                  Indianapolis, Indiana, USA, June 10-11, 2010},
  publisher    = {{ACM}},
  year         = {2010},
  url          = {https://doi.org/10.1145/1807128},
  doi          = {10.1145/1807128},
  isbn         = {978-1-4503-0036-0},
  timestamp    = {Thu, 11 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cloud/2010.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-1006-4990,
  author       = {Yucheng Low and
                  Joseph Gonzalez and
                  Aapo Kyrola and
                  Danny Bickson and
                  Carlos Guestrin and
                  Joseph M. Hellerstein},
  title        = {GraphLab: {A} New Framework for Parallel Machine Learning},
  journal      = {CoRR},
  volume       = {abs/1006.4990},
  year         = {2010},
  url          = {http://arxiv.org/abs/1006.4990},
  eprinttype    = {arXiv},
  eprint       = {1006.4990},
  timestamp    = {Thu, 30 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1006-4990.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-1007-3781,
  author       = {Alexandra Meliou and
                  Carlos Guestrin and
                  Joseph M. Hellerstein},
  title        = {Multiresolution Cube Estimators for Sensor Network Aggregate Queries},
  journal      = {CoRR},
  volume       = {abs/1007.3781},
  year         = {2010},
  url          = {http://arxiv.org/abs/1007.3781},
  eprinttype    = {arXiv},
  eprint       = {1007.3781},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1007-3781.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/cacm/AgrawalABBCCDFFGGGHHHIKKMMOORSSSW09,
  author       = {Rakesh Agrawal and
                  Anastasia Ailamaki and
                  Philip A. Bernstein and
                  Eric A. Brewer and
                  Michael J. Carey and
                  Surajit Chaudhuri and
                  AnHai Doan and
                  Daniela Florescu and
                  Michael J. Franklin and
                  Hector Garcia{-}Molina and
                  Johannes Gehrke and
                  Le Gruenwald and
                  Laura M. Haas and
                  Alon Y. Halevy and
                  Joseph M. Hellerstein and
                  Yannis E. Ioannidis and
                  Henry F. Korth and
                  Donald Kossmann and
                  Samuel Madden and
                  Roger Magoulas and
                  Beng Chin Ooi and
                  Tim O'Reilly and
                  Raghu Ramakrishnan and
                  Sunita Sarawagi and
                  Michael Stonebraker and
                  Alexander S. Szalay and
                  Gerhard Weikum},
  title        = {The Claremont report on database research},
  journal      = {Commun. {ACM}},
  volume       = {52},
  number       = {6},
  pages        = {56--65},
  year         = {2009},
  url          = {https://doi.org/10.1145/1516046.1516062},
  doi          = {10.1145/1516046.1516062},
  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cacm/AgrawalABBCCDFFGGGHHHIKKMMOORSSSW09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/cacm/LooCGGHMRRS09,
  author       = {Boon Thau Loo and
                  Tyson Condie and
                  Minos N. Garofalakis and
                  David E. Gay and
                  Joseph M. Hellerstein and
                  Petros Maniatis and
                  Raghu Ramakrishnan and
                  Timothy Roscoe and
                  Ion Stoica},
  title        = {Declarative networking},
  journal      = {Commun. {ACM}},
  volume       = {52},
  number       = {11},
  pages        = {87--95},
  year         = {2009},
  url          = {https://doi.org/10.1145/1592761.1592785},
  doi          = {10.1145/1592761.1592785},
  timestamp    = {Sun, 12 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cacm/LooCGGHMRRS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/CohenDDHW09,
  author       = {Jeffrey Cohen and
                  Brian Dolan and
                  Mark Dunlap and
                  Joseph M. Hellerstein and
                  Caleb Welton},
  title        = {{MAD} Skills: New Analysis Practices for Big Data},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {2},
  number       = {2},
  pages        = {1481--1492},
  year         = {2009},
  url          = {http://www.vldb.org/pvldb/vol2/vldb09-219.pdf},
  doi          = {10.14778/1687553.1687576},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/CohenDDHW09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/AbadiCHKMB09,
  author       = {Daniel J. Abadi and
                  Michael J. Cafarella and
                  Joseph M. Hellerstein and
                  Donald Kossmann and
                  Samuel Madden and
                  Philip A. Bernstein},
  title        = {How Best to Build Web-Scale Data Managers? {A} Panel Discussion},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {2},
  number       = {2},
  pages        = {1647},
  year         = {2009},
  url          = {http://www.vldb.org/pvldb/vol2/vldb09-panel2.pdf},
  doi          = {10.14778/1687553.1687616},
  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/AbadiCHKMB09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/HeerH09,
  author       = {Jeffrey Heer and
                  Joseph M. Hellerstein},
  title        = {Data visualization {\&} social data analysis},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {2},
  number       = {2},
  pages        = {1656--1657},
  year         = {2009},
  url          = {http://www.vldb.org/pvldb/vol2/vldb09-tutorial2.pdf},
  doi          = {10.14778/1687553.1687621},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/HeerH09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/sigops/AlvaroCCHS09,
  author       = {Peter Alvaro and
                  Tyson Condie and
                  Neil Conway and
                  Joseph M. Hellerstein and
                  Russell Sears},
  title        = {I do declare: consensus in a logic language},
  journal      = {{ACM} {SIGOPS} Oper. Syst. Rev.},
  volume       = {43},
  number       = {4},
  pages        = {25--30},
  year         = {2009},
  url          = {https://doi.org/10.1145/1713254.1713261},
  doi          = {10.1145/1713254.1713261},
  timestamp    = {Tue, 14 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigops/AlvaroCCHS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/ictd/ChenCCDHP09,
  author       = {Kuang Chen and
                  Harr Chen and
                  Neil Conway and
                  Heather Dolan and
                  Joseph M. Hellerstein and
                  Tapan S. Parikh},
  title        = {Improving data quality with dynamic forms},
  booktitle    = {2009 International Conference on Information and Communication Technologies
                  and Development, {ICTD} 2009, Education City, Doha, Qatar, April 17-19,
                  2009},
  pages        = {487},
  year         = {2009},
  crossref     = {DBLP:conf/ictd/2009},
  url          = {https://doi.org/10.1109/ICTD.2009.5426738},
  doi          = {10.1109/ICTD.2009.5426738},
  timestamp    = {Fri, 28 Jan 2022 10:30:37 +0100},
  biburl       = {https://dblp.org/rec/conf/ictd/ChenCCDHP09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/ipsn/ChuH09,
  author       = {David Chu and
                  Joseph M. Hellerstein},
  title        = {Automating rendezvous and proxy selection in sensornets},
  booktitle    = {Proceedings of the 8th International Conference on Information Processing
                  in Sensor Networks, {IPSN} 2009, April 13-16, 2009, San Francisco,
                  California, {USA}},
  pages        = {73--84},
  year         = {2009},
  crossref     = {DBLP:conf/ipsn/2009},
  url          = {https://ieeexplore.ieee.org/document/5211939/},
  timestamp    = {Tue, 10 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ipsn/ChuH09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/ipsn/MeliouGH09,
  author       = {Alexandra Meliou and
                  Carlos Guestrin and
                  Joseph M. Hellerstein},
  title        = {Approximating sensor network queries using in-network summaries},
  booktitle    = {Proceedings of the 8th International Conference on Information Processing
                  in Sensor Networks, {IPSN} 2009, April 13-16, 2009, San Francisco,
                  California, {USA}},
  pages        = {229--240},
  year         = {2009},
  crossref     = {DBLP:conf/ipsn/2009},
  url          = {https://ieeexplore.ieee.org/document/5211928/},
  timestamp    = {Tue, 10 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ipsn/MeliouGH09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/WaasH09,
  author       = {Florian M. Waas and
                  Joseph M. Hellerstein},
  title        = {Parallelizing extensible query optimizers},
  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
                  of Data, {SIGMOD} 2009, Providence, Rhode Island, USA, June 29 - July
                  2, 2009},
  pages        = {871--878},
  year         = {2009},
  crossref     = {DBLP:conf/sigmod/2009},
  url          = {https://doi.org/10.1145/1559845.1559938},
  doi          = {10.1145/1559845.1559938},
  timestamp    = {Thu, 11 Mar 2021 15:20:15 +0100},
  biburl       = {https://dblp.org/rec/conf/sigmod/WaasH09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@incollection{DBLP:reference/db/Hellerstein09,
  author       = {Joseph M. Hellerstein},
  title        = {Generalized Search Tree},
  booktitle    = {Encyclopedia of Database Systems},
  pages        = {1222--1224},
  year         = {2009},
  crossref     = {DBLP:reference/db/2009},
  url          = {https://doi.org/10.1007/978-0-387-39940-9\_743},
  doi          = {10.1007/978-0-387-39940-9\_743},
  timestamp    = {Sun, 02 Jun 2019 21:10:27 +0200},
  biburl       = {https://dblp.org/rec/reference/db/Hellerstein09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/WangMGH08,
  author       = {Daisy Zhe Wang and
                  Eirinaios Michelakis and
                  Minos N. Garofalakis and
                  Joseph M. Hellerstein},
  title        = {BayesStore: managing large, uncertain data repositories with probabilistic
                  graphical models},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {1},
  number       = {1},
  pages        = {340--351},
  year         = {2008},
  url          = {http://www.vldb.org/pvldb/vol1/1453896.pdf},
  doi          = {10.14778/1453856.1453896},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/WangMGH08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/pvldb/CondieCHM08,
  author       = {Tyson Condie and
                  David Chu and
                  Joseph M. Hellerstein and
                  Petros Maniatis},
  title        = {Evita raced: metacompilation for declarative networks},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {1},
  number       = {1},
  pages        = {1153--1165},
  year         = {2008},
  url          = {http://www.vldb.org/pvldb/vol1/1453978.pdf},
  doi          = {10.14778/1453856.1453978},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/CondieCHM08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/sigmod/AgrawalABBCCDFFGGGHHHIKKMMOORSSSW08,
  author       = {Rakesh Agrawal and
                  Anastasia Ailamaki and
                  Philip A. Bernstein and
                  Eric A. Brewer and
                  Michael J. Carey and
                  Surajit Chaudhuri and
                  AnHai Doan and
                  Daniela Florescu and
                  Michael J. Franklin and
                  Hector Garcia{-}Molina and
                  Johannes Gehrke and
                  Le Gruenwald and
                  Laura M. Haas and
                  Alon Y. Halevy and
                  Joseph M. Hellerstein and
                  Yannis E. Ioannidis and
                  Henry F. Korth and
                  Donald Kossmann and
                  Samuel Madden and
                  Roger Magoulas and
                  Beng Chin Ooi and
                  Tim O'Reilly and
                  Raghu Ramakrishnan and
                  Sunita Sarawagi and
                  Michael Stonebraker and
                  Alexander S. Szalay and
                  Gerhard Weikum},
  title        = {The Claremont report on database research},
  journal      = {{SIGMOD} Rec.},
  volume       = {37},
  number       = {3},
  pages        = {9--19},
  year         = {2008},
  url          = {https://doi.org/10.1145/1462571.1462573},
  doi          = {10.1145/1462571.1462573},
  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigmod/AgrawalABBCCDFFGGGHHHIKKMMOORSSSW08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/globecom/HuangTWHH08,
  author       = {Ding{-}Jie Huang and
                  Wei{-}Chung Teng and
                  Chih{-}Yuan Wang and
                  Hsuan{-}Yu Huang and
                  Joseph M. Hellerstein},
  title        = {Clock Skew Based Node Identification in Wireless Sensor Networks},
  booktitle    = {Proceedings of the Global Communications Conference, 2008. {GLOBECOM}
                  2008, New Orleans, LA, USA, 30 November - 4 December 2008},
  pages        = {1877--1881},
  year         = {2008},
  crossref     = {DBLP:conf/globecom/2008},
  url          = {https://doi.org/10.1109/GLOCOM.2008.ECP.363},
  doi          = {10.1109/GLOCOM.2008.ECP.363},
  timestamp    = {Tue, 23 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/globecom/HuangTWHH08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sensys/ChuHL08,
  author       = {David Chu and
                  Joseph M. Hellerstein and
                  Tsung{-}Te Lai},
  title        = {Optimizing declarative sensornets},
  booktitle    = {Proceedings of the 6th International Conference on Embedded Networked
                  Sensor Systems, SenSys 2008, Raleigh, NC, USA, November 5-7, 2008},
  pages        = {403--404},
  year         = {2008},
  crossref     = {DBLP:conf/sensys/2008},
  url          = {https://doi.org/10.1145/1460412.1460474},
  doi          = {10.1145/1460412.1460474},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sensys/ChuHL08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/debu/FranklinHM07,
  author       = {Michael J. Franklin and
                  Joseph M. Hellerstein and
                  Samuel Madden},
  title        = {Thinking Big About Tiny Databases},
  journal      = {{IEEE} Data Eng. Bull.},
  volume       = {30},
  number       = {3},
  pages        = {37--48},
  year         = {2007},
  url          = {http://sites.computer.org/debull/A07Sept/madden.pdf},
  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/debu/FranklinHM07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/ftdb/HellersteinSH07,
  author       = {Joseph M. Hellerstein and
                  Michael Stonebraker and
                  James R. Hamilton},
  title        = {Architecture of a Database System},
  journal      = {Found. Trends Databases},
  volume       = {1},
  number       = {2},
  pages        = {141--259},
  year         = {2007},
  url          = {https://doi.org/10.1561/1900000002},
  doi          = {10.1561/1900000002},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ftdb/HellersteinSH07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/sigbed/TavakoliCHLS07,
  author       = {Arsalan Tavakoli and
                  David Chu and
                  Joseph M. Hellerstein and
                  Philip Alexander Levis and
                  Scott Shenker},
  title        = {A declarative sensornet architecture},
  journal      = {{SIGBED} Rev.},
  volume       = {4},
  number       = {3},
  pages        = {55--60},
  year         = {2007},
  url          = {https://doi.org/10.1145/1317103.1317113},
  doi          = {10.1145/1317103.1317113},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigbed/TavakoliCHLS07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/aaai/MeliouKGH07,
  author       = {Alexandra Meliou and
                  Andreas Krause and
                  Carlos Guestrin and
                  Joseph M. Hellerstein},
  title        = {Nonmyopic Informative Path Planning in Spatio-Temporal Models},
  booktitle    = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence,
                  July 22-26, 2007, Vancouver, British Columbia, Canada},
  pages        = {602--607},
  year         = {2007},
  crossref     = {DBLP:conf/aaai/2007},
  url          = {http://www.aaai.org/Library/AAAI/2007/aaai07-095.php},
  timestamp    = {Tue, 05 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/MeliouKGH07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/cidr/HellersteinCGLMRT07,
  author       = {Joseph M. Hellerstein and
                  Tyson Condie and
                  Minos N. Garofalakis and
                  Boon Thau Loo and
                  Petros Maniatis and
                  Timothy Roscoe and
                  Nina Taft},
  title        = {Public Health for the Internet {(PHI)}},
  booktitle    = {Third Biennial Conference on Innovative Data Systems Research, {CIDR}
                  2007, Asilomar, CA, USA, January 7-10, 2007, Online Proceedings},
  pages        = {332--340},
  year         = {2007},
  crossref     = {DBLP:conf/cidr/2007},
  url          = {http://cidrdb.org/cidr2007/papers/cidr07p38.pdf},
  timestamp    = {Mon, 18 Jul 2022 17:13:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cidr/HellersteinCGLMRT07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/icde/GarofalakisHM07,
  author       = {Minos N. Garofalakis and
                  Joseph M. Hellerstein and
                  Petros Maniatis},
  title        = {Proof Sketches: Verifiable In-Network Aggregation},
  booktitle    = {Proceedings of the 23rd International Conference on Data Engineering,
                  {ICDE} 2007, The Marmara Hotel, Istanbul, Turkey, April 15-20, 2007},
  pages        = {996--1005},
  year         = {2007},
  crossref     = {DBLP:conf/icde/2007},
  url          = {https://doi.org/10.1109/ICDE.2007.368958},
  doi          = {10.1109/ICDE.2007.368958},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/GarofalakisHM07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/icdm/MichelakisWGH07,
  author       = {Eirinaios Michelakis and
                  Daisy Zhe Wang and
                  Minos N. Garofalakis and
                  Joseph M. Hellerstein},
  title        = {Granularity Conscious Modeling for Probabilistic Databases},
  booktitle    = {Workshops Proceedings of the 7th {IEEE} International Conference on
                  Data Mining {(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
  pages        = {501--506},
  year         = {2007},
  crossref     = {DBLP:conf/icdm/2007w},
  url          = {https://doi.org/10.1109/ICDMW.2007.63},
  doi          = {10.1109/ICDMW.2007.63},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/MichelakisWGH07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/infocom/HuangNGHJJT07,
  author       = {Ling Huang and
                  XuanLong Nguyen and
                  Minos N. Garofalakis and
                  Joseph M. Hellerstein and
                  Michael I. Jordan and
                  Anthony D. Joseph and
                  Nina Taft},
  title        = {Communication-Efficient Online Detection of Network-Wide Anomalies},
  booktitle    = {{INFOCOM} 2007. 26th {IEEE} International Conference on Computer Communications,
                  Joint Conference of the {IEEE} Computer and Communications Societies,
                  6-12 May 2007, Anchorage, Alaska, {USA}},
  pages        = {134--142},
  year         = {2007},
  crossref     = {DBLP:conf/infocom/2007},
  url          = {https://doi.org/10.1109/INFCOM.2007.24},
  doi          = {10.1109/INFCOM.2007.24},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/infocom/HuangNGHJJT07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sensys/ChuPTHLSS07,
  author       = {David Chu and
                  Lucian Popa and
                  Arsalan Tavakoli and
                  Joseph M. Hellerstein and
                  Philip Alexander Levis and
                  Scott Shenker and
                  Ion Stoica},
  title        = {The design and implementation of a declarative sensor network system},
  booktitle    = {Proceedings of the 5th International Conference on Embedded Networked
                  Sensor Systems, SenSys 2007, Sydney, NSW, Australia, November 6-9,
                  2007},
  pages        = {175--188},
  year         = {2007},
  crossref     = {DBLP:conf/sensys/2007},
  url          = {https://doi.org/10.1145/1322263.1322281},
  doi          = {10.1145/1322263.1322281},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sensys/ChuPTHLSS07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/HuebschGHS07,
  author       = {Ryan Huebsch and
                  Minos N. Garofalakis and
                  Joseph M. Hellerstein and
                  Ion Stoica},
  title        = {Sharing aggregate computation for distributed queries},
  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
                  of Data, Beijing, China, June 12-14, 2007},
  pages        = {485--496},
  year         = {2007},
  crossref     = {DBLP:conf/sigmod/2007},
  url          = {https://doi.org/10.1145/1247480.1247535},
  doi          = {10.1145/1247480.1247535},
  timestamp    = {Thu, 11 Mar 2021 15:20:15 +0100},
  biburl       = {https://dblp.org/rec/conf/sigmod/HuebschGHS07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/ssdbm/ReissSWSH07,
  author       = {Frederick Reiss and
                  Kurt Stockinger and
                  Kesheng Wu and
                  Arie Shoshani and
                  Joseph M. Hellerstein},
  title        = {Enabling Real-Time Querying of Live and Historical Stream Data},
  booktitle    = {19th International Conference on Scientific and Statistical Database
                  Management, {SSDBM} 2007, 9-11 July 2007, Banff, Canada, Proceedings},
  pages        = {28},
  year         = {2007},
  crossref     = {DBLP:conf/ssdbm/2007},
  url          = {https://doi.org/10.1109/SSDBM.2007.34},
  doi          = {10.1109/SSDBM.2007.34},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ssdbm/ReissSWSH07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/debu/GarofalakisBFHWMT0JA06,
  author       = {Minos N. Garofalakis and
                  Kurt P. Brown and
                  Michael J. Franklin and
                  Joseph M. Hellerstein and
                  Daisy Zhe Wang and
                  Eirinaios Michelakis and
                  Liviu Tancau and
                  Eugene Wu and
                  Shawn R. Jeffery and
                  Ryan Aipperspach},
  title        = {Probabilistic Data Management for Pervasive Computing: The \emph{Data
                  Furnace} Project},
  journal      = {{IEEE} Data Eng. Bull.},
  volume       = {29},
  number       = {1},
  pages        = {57--63},
  year         = {2006},
  url          = {http://sites.computer.org/debull/A06mar/garofalakis.ps},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/debu/GarofalakisBFHWMT0JA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/icde/ChuDHH06,
  author       = {David Chu and
                  Amol Deshpande and
                  Joseph M. Hellerstein and
                  Wei Hong},
  title        = {Approximate Data Collection in Sensor Networks using Probabilistic
                  Models},
  booktitle    = {Proceedings of the 22nd International Conference on Data Engineering,
                  {ICDE} 2006, 3-8 April 2006, Atlanta, GA, {USA}},
  pages        = {48},
  year         = {2006},
  crossref     = {DBLP:conf/icde/2006},
  url          = {https://doi.org/10.1109/ICDE.2006.21},
  doi          = {10.1109/ICDE.2006.21},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/ChuDHH06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/icde/ReissH06,
  author       = {Frederick Reiss and
                  Joseph M. Hellerstein},
  title        = {Declarative Network Monitoring with an Underprovisioned Query Processor},
  booktitle    = {Proceedings of the 22nd International Conference on Data Engineering,
                  {ICDE} 2006, 3-8 April 2006, Atlanta, GA, {USA}},
  pages        = {56},
  year         = {2006},
  crossref     = {DBLP:conf/icde/2006},
  url          = {https://doi.org/10.1109/ICDE.2006.46},
  doi          = {10.1109/ICDE.2006.46},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/ReissH06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/ipsn/MeliouCHGH06,
  author       = {Alexandra Meliou and
                  David Chu and
                  Joseph M. Hellerstein and
                  Carlos Guestrin and
                  Wei Hong},
  title        = {Data gathering tours in sensor networks},
  booktitle    = {Proceedings of the Fifth International Conference on Information Processing
                  in Sensor Networks, {IPSN} 2006, Nashville, Tennessee, USA, April
                  19-21, 2006},
  pages        = {43--50},
  year         = {2006},
  crossref     = {DBLP:conf/ipsn/2006},
  url          = {https://doi.org/10.1145/1127777.1127788},
  doi          = {10.1145/1127777.1127788},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ipsn/MeliouCHGH06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/ipsn/ChuLLNH06,
  author       = {David Chu and
                  Kaisen Lin and
                  Alexandre Linares and
                  Giang Nguyen and
                  Joseph M. Hellerstein},
  title        = {Sdlib: a sensor network data and communications library for rapid
                  and robust application development},
  booktitle    = {Proceedings of the Fifth International Conference on Information Processing
                  in Sensor Networks, {IPSN} 2006, Nashville, Tennessee, USA, April
                  19-21, 2006},
  pages        = {432--440},
  year         = {2006},
  crossref     = {DBLP:conf/ipsn/2006},
  url          = {https://doi.org/10.1145/1127777.1127843},
  doi          = {10.1145/1127777.1127843},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipsn/ChuLLNH06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/minenet/HuangGHJT06,
  author       = {Ling Huang and
                  Minos N. Garofalakis and
                  Joseph M. Hellerstein and
                  Anthony D. Joseph and
                  Nina Taft},
  title        = {Toward sophisticated detection with distributed triggers},
  booktitle    = {Proceedings of the 2nd Annual {ACM} Workshop on Mining Network Data,
                  MineNet 2006, Pisa, Italy, September 15, 2006},
  pages        = {311--316},
  year         = {2006},
  crossref     = {DBLP:conf/minenet/2006},
  url          = {https://doi.org/10.1145/1162678.1162684},
  doi          = {10.1145/1162678.1162684},
  timestamp    = {Wed, 04 May 2022 13:02:27 +0200},
  biburl       = {https://dblp.org/rec/conf/minenet/HuangGHJT06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/ndss/CondieKSHM06,
  author       = {Tyson Condie and
                  Varun Kacholia and
                  Sriram Sank and
                  Joseph M. Hellerstein and
                  Petros Maniatis},
  title        = {Induced Churn as Shelter from Routing-Table Poisoning},
  booktitle    = {Proceedings of the Network and Distributed System Security Symposium,
                  {NDSS} 2006, San Diego, California, {USA}},
  year         = {2006},
  crossref     = {DBLP:conf/ndss/2006},
  url          = {https://www.ndss-symposium.org/ndss2006/induced-churn-shelter-routing-table-poisoning/},
  timestamp    = {Mon, 01 Feb 2021 08:42:22 +0100},
  biburl       = {https://dblp.org/rec/conf/ndss/CondieKSHM06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/LooCGGHMRRS06,
  author       = {Boon Thau Loo and
                  Tyson Condie and
                  Minos N. Garofalakis and
                  David E. Gay and
                  Joseph M. Hellerstein and
                  Petros Maniatis and
                  Raghu Ramakrishnan and
                  Timothy Roscoe and
                  Ion Stoica},
  title        = {Declarative networking: language, execution and optimization},
  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
                  of Data, Chicago, Illinois, USA, June 27-29, 2006},
  pages        = {97--108},
  year         = {2006},
  crossref     = {DBLP:conf/sigmod/2006},
  url          = {https://doi.org/10.1145/1142473.1142485},
  doi          = {10.1145/1142473.1142485},
  timestamp    = {Thu, 11 Mar 2021 15:20:15 +0100},
  biburl       = {https://dblp.org/rec/conf/sigmod/LooCGGHMRRS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/DeshpandeHR06,
  author       = {Amol Deshpande and
                  Joseph M. Hellerstein and
                  Vijayshankar Raman},
  title        = {Adaptive query processing: why, how, when, what next},
  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
                  of Data, Chicago, Illinois, USA, June 27-29, 2006},
  pages        = {806--807},
  year         = {2006},
  crossref     = {DBLP:conf/sigmod/2006},
  url          = {https://doi.org/10.1145/1142473.1142603},
  doi          = {10.1145/1142473.1142603},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigmod/DeshpandeHR06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/vldb/ReissGH06,
  author       = {Frederick Reiss and
                  Minos N. Garofalakis and
                  Joseph M. Hellerstein},
  title        = {Compact Histograms for Hierarchical Identifiers},
  booktitle    = {Proceedings of the 32nd International Conference on Very Large Data
                  Bases, Seoul, Korea, September 12-15, 2006},
  pages        = {870--881},
  year         = {2006},
  crossref     = {DBLP:conf/vldb/2006},
  url          = {http://dl.acm.org/citation.cfm?id=1164202},
  timestamp    = {Fri, 20 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/vldb/ReissGH06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/vldb/ChuT0H06,
  author       = {David Chu and
                  Arsalan Tavakoli and
                  Lucian Popa and
                  Joseph M. Hellerstein},
  title        = {Entirely Declarative Sensor Network Systems},
  booktitle    = {Proceedings of the 32nd International Conference on Very Large Data
                  Bases, Seoul, Korea, September 12-15, 2006},
  pages        = {1203--1206},
  year         = {2006},
  crossref     = {DBLP:conf/vldb/2006},
  url          = {http://dl.acm.org/citation.cfm?id=1164244},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/vldb/ChuT0H06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/cacm/AbiteboulABCCCDFGGGHHHIKPLMNSSSSSUWWZ05,
  author       = {Serge Abiteboul and
                  Rakesh Agrawal and
                  Philip A. Bernstein and
                  Michael J. Carey and
                  Stefano Ceri and
                  W. Bruce Croft and
                  David J. DeWitt and
                  Michael J. Franklin and
                  Hector Garcia{-}Molina and
                  Dieter Gawlick and
                  Jim Gray and
                  Laura M. Haas and
                  Alon Y. Halevy and
                  Joseph M. Hellerstein and
                  Yannis E. Ioannidis and
                  Martin L. Kersten and
                  Michael J. Pazzani and
                  Michael Lesk and
                  David Maier and
                  Jeffrey F. Naughton and
                  Hans{-}J{\"{o}}rg Schek and
                  Timos K. Sellis and
                  Avi Silberschatz and
                  Michael Stonebraker and
                  Richard T. Snodgrass and
                  Jeffrey D. Ullman and
                  Gerhard Weikum and
                  Jennifer Widom and
                  Stanley B. Zdonik},
  title        = {The Lowell database research self-assessment},
  journal      = {Commun. {ACM}},
  volume       = {48},
  number       = {5},
  pages        = {111--118},
  year         = {2005},
  url          = {https://doi.org/10.1145/1060710.1060718},
  doi          = {10.1145/1060710.1060718},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cacm/AbiteboulABCCCDFGGGHHHIKPLMNSSSSSUWWZ05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/debu/HellersteinPPRSW05,
  author       = {Joseph M. Hellerstein and
                  Vern Paxson and
                  Larry L. Peterson and
                  Timothy Roscoe and
                  Scott Shenker and
                  David Wetherall},
  title        = {The Network Oracle},
  journal      = {{IEEE} Data Eng. Bull.},
  volume       = {28},
  number       = {1},
  pages        = {3--10},
  year         = {2005},
  url          = {http://sites.computer.org/debull/A05mar/hellerstein.ps},
  timestamp    = {Wed, 19 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/debu/HellersteinPPRSW05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/sigmod/DeWittCH05,
  author       = {David J. DeWitt and
                  Michael J. Carey and
                  Joseph M. Hellerstein},
  title        = {Stonebraker receives {IEEE} John von Neumann Medal},
  journal      = {{SIGMOD} Rec.},
  volume       = {34},
  number       = {1},
  pages        = {13--15},
  year         = {2005},
  url          = {https://doi.org/10.1145/1058150.1058153},
  doi          = {10.1145/1058150.1058153},
  timestamp    = {Fri, 06 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sigmod/DeWittCH05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/tods/MaddenFHH05,
  author       = {Samuel Madden and
                  Michael J. Franklin and
                  Joseph M. Hellerstein and
                  Wei Hong},
  title        = {TinyDB: an acquisitional query processing system for sensor networks},
  journal      = {{ACM} Trans. Database Syst.},
  volume       = {30},
  number       = {1},
  pages        = {122--173},
  year         = {2005},
  url          = {https://doi.org/10.1145/1061318.1061322},
  doi          = {10.1145/1061318.1061322},
  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tods/MaddenFHH05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/vldb/DeshpandeGMHH05,
  author       = {Amol Deshpande and
                  Carlos Guestrin and
                  Samuel Madden and
                  Joseph M. Hellerstein and
                  Wei Hong},
  title        = {Model-based approximate querying in sensor networks},
  journal      = {{VLDB} J.},
  volume       = {14},
  number       = {4},
  pages        = {417--443},
  year         = {2005},
  url          = {https://doi.org/10.1007/s00778-005-0159-3},
  doi          = {10.1007/S00778-005-0159-3},
  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/vldb/DeshpandeGMHH05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/cidr/HuebschCHLMRSSY05,
  author       = {Ryan Huebsch and
                  Brent N. Chun and
                  Joseph M. Hellerstein and
                  Boon Thau Loo and
                  Petros Maniatis and
                  Timothy Roscoe and
                  Scott Shenker and
                  Ion Stoica and
                  Aydan R. Yumerefendi},
  title        = {The Architecture of {PIER:} an Internet-Scale Query Processor},
  booktitle    = {Second Biennial Conference on Innovative Data Systems Research, {CIDR}
                  2005, Asilomar, CA, USA, January 4-7, 2005, Online Proceedings},
  pages        = {28--43},
  year         = {2005},
  crossref     = {DBLP:conf/cidr/2005},
  url          = {http://cidrdb.org/cidr2005/papers/P03.pdf},
  timestamp    = {Mon, 18 Jul 2022 17:13:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cidr/HuebschCHLMRSSY05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/ewsn/BuonadonnaGHHM05,
  author       = {Philip Buonadonna and
                  David Gay and
                  Joseph M. Hellerstein and
                  Wei Hong and
                  Samuel Madden},
  title        = {{TASK:} sensor network in a box},
  booktitle    = {Wireless Sensor Networks, Second European Workshop, {EWSN} 2005, Istanbul,
                  Turkey, January 31 - February 2, 2005, Proceedings},
  pages        = {133--144},
  year         = {2005},
  crossref     = {DBLP:conf/ewsn/2005},
  url          = {https://doi.org/10.1109/EWSN.2005.1462005},
  doi          = {10.1109/EWSN.2005.1462005},
  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ewsn/BuonadonnaGHHM05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/icde/ReissH05,
  author       = {Frederick Reiss and
                  Joseph M. Hellerstein},
  title        = {Data Triage: An Adaptive Architecture for Load Shedding in TelegraphCQ},
  booktitle    = {Proceedings of the 21st International Conference on Data Engineering,
                  {ICDE} 2005, 5-8 April 2005, Tokyo, Japan},
  pages        = {155--156},
  year         = {2005},
  crossref     = {DBLP:conf/icde/2005},
  url          = {https://doi.org/10.1109/ICDE.2005.44},
  doi          = {10.1109/ICDE.2005.44},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/ReissH05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigcomm/ChawatheRRLSH05,
  author       = {Yatin Chawathe and
                  Sriram Ramabhadran and
                  Sylvia Ratnasamy and
                  Anthony LaMarca and
                  Scott Shenker and
                  Joseph M. Hellerstein},
  title        = {A case study in building layered {DHT} applications},
  booktitle    = {Proceedings of the {ACM} {SIGCOMM} 2005 Conference on Applications,
                  Technologies, Architectures, and Protocols for Computer Communications,
                  Philadelphia, Pennsylvania, USA, August 22-26, 2005},
  pages        = {97--108},
  year         = {2005},
  crossref     = {DBLP:conf/sigcomm/2005},
  url          = {https://doi.org/10.1145/1080091.1080104},
  doi          = {10.1145/1080091.1080104},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigcomm/ChawatheRRLSH05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigcomm/LooHSR05,
  author       = {Boon Thau Loo and
                  Joseph M. Hellerstein and
                  Ion Stoica and
                  Raghu Ramakrishnan},
  title        = {Declarative routing: extensible routing with declarative queries},
  booktitle    = {Proceedings of the {ACM} {SIGCOMM} 2005 Conference on Applications,
                  Technologies, Architectures, and Protocols for Computer Communications,
                  Philadelphia, Pennsylvania, USA, August 22-26, 2005},
  pages        = {289--300},
  year         = {2005},
  crossref     = {DBLP:conf/sigcomm/2005},
  url          = {https://doi.org/10.1145/1080091.1080126},
  doi          = {10.1145/1080091.1080126},
  timestamp    = {Wed, 21 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigcomm/LooHSR05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sosp/LooCHMRS05,
  author       = {Boon Thau Loo and
                  Tyson Condie and
                  Joseph M. Hellerstein and
                  Petros Maniatis and
                  Timothy Roscoe and
                  Ion Stoica},
  title        = {Implementing declarative overlays},
  booktitle    = {Proceedings of the 20th {ACM} Symposium on Operating Systems Principles
                  2005, {SOSP} 2005, Brighton, UK, October 23-26, 2005},
  pages        = {75--90},
  year         = {2005},
  crossref     = {DBLP:conf/sosp/2005},
  url          = {https://doi.org/10.1145/1095810.1095818},
  doi          = {10.1145/1095810.1095818},
  timestamp    = {Tue, 06 Nov 2018 16:59:32 +0100},
  biburl       = {https://dblp.org/rec/conf/sosp/LooCHMRS05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@book{DBLP:books/daglib/0019294,
  editor       = {Joseph M. Hellerstein and
                  Michael Stonebraker},
  title        = {Readings in Database Systems, 4th Edition},
  publisher    = {{MIT} Press},
  year         = {2005},
  url          = {https://mitpress.mit.edu/books/readings-database-systems},
  isbn         = {978-0-262-69314-1},
  timestamp    = {Fri, 12 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/daglib/0019294.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/vldb/GehrkeH04,
  author       = {Johannes Gehrke and
                  Joseph M. Hellerstein},
  title        = {Guest Editorial to the special issue on data stream processing},
  journal      = {{VLDB} J.},
  volume       = {13},
  number       = {4},
  pages        = {317},
  year         = {2004},
  url          = {https://doi.org/10.1007/s00778-004-0141-5},
  doi          = {10.1007/S00778-004-0141-5},
  timestamp    = {Sun, 28 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/vldb/GehrkeH04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/dmsn/HellersteinW04,
  author       = {Joseph M. Hellerstein and
                  Wei Wang},
  title        = {Optimization of in-network data reduction},
  booktitle    = {Proceedings of the 1st Workshop on Data Management for Sensor Networks,
                  in conjunction with VLDB, {DMSN} 2004, Toronto, Canada, August 30,
                  2004},
  pages        = {40--47},
  year         = {2004},
  crossref     = {DBLP:conf/dmsn/2004},
  url          = {https://doi.org/10.1145/1052199.1052207},
  doi          = {10.1145/1052199.1052207},
  timestamp    = {Tue, 08 Aug 2023 10:54:18 +0200},
  biburl       = {https://dblp.org/rec/conf/dmsn/HellersteinW04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/iptps/LooHSH04,
  author       = {Boon Thau Loo and
                  Ryan Huebsch and
                  Ion Stoica and
                  Joseph M. Hellerstein},
  title        = {The Case for a Hybrid {P2P} Search Infrastructure},
  booktitle    = {Peer-to-Peer Systems III, Third International Workshop, {IPTPS} 2004,
                  La Jolla, CA, USA, February 26-27, 2004, Revised Selected Papers},
  pages        = {141--150},
  year         = {2004},
  crossref     = {DBLP:conf/iptps/2004},
  url          = {https://doi.org/10.1007/978-3-540-30183-7\_14},
  doi          = {10.1007/978-3-540-30183-7\_14},
  timestamp    = {Tue, 14 May 2019 10:00:53 +0200},
  biburl       = {https://dblp.org/rec/conf/iptps/LooHSH04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/osdi/ChunH04,
  author       = {Brent N. Chun and
                  Joseph M. Hellerstein},
  title        = {Design Considerations for Information Planes},
  booktitle    = {First {USENIX} Workshop on Real, Large Distributed Systems, WORLDS'04,
                  San Francisco, CA, USA, December 5, 2004},
  year         = {2004},
  crossref     = {DBLP:conf/osdi/2004worlds},
  url          = {https://www.usenix.org/conference/worlds-04/design-considerations-information-planes},
  timestamp    = {Tue, 02 Feb 2021 08:06:00 +0100},
  biburl       = {https://dblp.org/rec/conf/osdi/ChunH04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/podc/RamabhadranRHS04,
  author       = {Sriram Ramabhadran and
                  Sylvia Ratnasamy and
                  Joseph M. Hellerstein and
                  Scott Shenker},
  title        = {Brief announcement: prefix hash tree},
  booktitle    = {Proceedings of the Twenty-Third Annual {ACM} Symposium on Principles
                  of Distributed Computing, {PODC} 2004, St. John's, Newfoundland, Canada,
                  July 25-28, 2004},
  pages        = {368},
  year         = {2004},
  crossref     = {DBLP:conf/podc/2004},
  url          = {https://doi.org/10.1145/1011767.1011823},
  doi          = {10.1145/1011767.1011823},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/podc/RamabhadranRHS04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/ShahHB04,
  author       = {Mehul A. Shah and
                  Joseph M. Hellerstein and
                  Eric A. Brewer},
  title        = {Highly-Available, Fault-Tolerant, Parallel Dataflows},
  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
                  of Data, Paris, France, June 13-18, 2004},
  pages        = {827--838},
  year         = {2004},
  crossref     = {DBLP:conf/sigmod/2004},
  url          = {https://doi.org/10.1145/1007568.1007662},
  doi          = {10.1145/1007568.1007662},
  timestamp    = {Thu, 11 Mar 2021 15:20:15 +0100},
  biburl       = {https://dblp.org/rec/conf/sigmod/ShahHB04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/ChunRHHJLMRSS04,
  author       = {Brent N. Chun and
                  Joseph M. Hellerstein and
                  Ryan Huebsch and
                  Shawn R. Jeffery and
                  Boon Thau Loo and
                  Sam Mardanbeigi and
                  Timothy Roscoe and
                  Sean C. Rhea and
                  Scott Shenker and
                  Ion Stoica},
  title        = {Querying at Internet-Scale},
  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
                  of Data, Paris, France, June 13-18, 2004},
  pages        = {935--936},
  year         = {2004},
  crossref     = {DBLP:conf/sigmod/2004},
  url          = {https://doi.org/10.1145/1007568.1007705},
  doi          = {10.1145/1007568.1007705},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/ChunRHHJLMRSS04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/vldb/LooHHSS04,
  author       = {Boon Thau Loo and
                  Joseph M. Hellerstein and
                  Ryan Huebsch and
                  Scott Shenker and
                  Ion Stoica},
  title        = {Enhancing {P2P} File-Sharing with an Internet-Scale Query Processor},
  booktitle    = {(e)Proceedings of the Thirtieth International Conference on Very Large
                  Data Bases, {VLDB} 2004, Toronto, Canada, August 31 - September 3
                  2004},
  pages        = {432--443},
  year         = {2004},
  crossref     = {DBLP:conf/vldb/2004},
  url          = {http://www.vldb.org/conf/2004/RS11P2.PDF},
  doi          = {10.1016/B978-012088469-8.50040-1},
  timestamp    = {Fri, 07 Jun 2019 12:44:00 +0200},
  biburl       = {https://dblp.org/rec/conf/vldb/LooHHSS04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/vldb/DeshpandeGMHH04,
  author       = {Amol Deshpande and
                  Carlos Guestrin and
                  Samuel Madden and
                  Joseph M. Hellerstein and
                  Wei Hong},
  title        = {Model-Driven Data Acquisition in Sensor Networks},
  booktitle    = {(e)Proceedings of the Thirtieth International Conference on Very Large
                  Data Bases, {VLDB} 2004, Toronto, Canada, August 31 - September 3
                  2004},
  pages        = {588--599},
  year         = {2004},
  crossref     = {DBLP:conf/vldb/2004},
  url          = {http://www.vldb.org/conf/2004/RS16P1.PDF},
  doi          = {10.1016/B978-012088469-8.50053-X},
  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/vldb/DeshpandeGMHH04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/vldb/DeshpandeH04,
  author       = {Amol Deshpande and
                  Joseph M. Hellerstein},
  title        = {Lifting the Burden of History from Adaptive Query Processing},
  booktitle    = {(e)Proceedings of the Thirtieth International Conference on Very Large
                  Data Bases, {VLDB} 2004, Toronto, Canada, August 31 - September 3
                  2004},
  pages        = {948--959},
  year         = {2004},
  crossref     = {DBLP:conf/vldb/2004},
  url          = {http://www.vldb.org/conf/2004/RS24P2.PDF},
  doi          = {10.1016/B978-012088469-8.50083-8},
  timestamp    = {Fri, 07 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/vldb/DeshpandeH04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/vldb/KrishnamurthyFHJ04,
  author       = {Sailesh Krishnamurthy and
                  Michael J. Franklin and
                  Joseph M. Hellerstein and
                  Garrett Jacobson},
  title        = {The Case for Precision Sharing},
  booktitle    = {(e)Proceedings of the Thirtieth International Conference on Very Large
                  Data Bases, {VLDB} 2004, Toronto, Canada, August 31 - September 3
                  2004},
  pages        = {972--986},
  year         = {2004},
  crossref     = {DBLP:conf/vldb/2004},
  url          = {http://www.vldb.org/conf/2004/RS24P4.PDF},
  doi          = {10.1016/B978-012088469-8.50085-1},
  timestamp    = {Fri, 07 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/vldb/KrishnamurthyFHJ04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/vldb/Hellerstein04,
  author       = {Joseph M. Hellerstein},
  title        = {Architectures and Algorithms for Internet-Scale {(P2P)} Data Management},
  booktitle    = {(e)Proceedings of the Thirtieth International Conference on Very Large
                  Data Bases, {VLDB} 2004, Toronto, Canada, August 31 - September 3
                  2004},
  pages        = {1244},
  year         = {2004},
  crossref     = {DBLP:conf/vldb/2004},
  url          = {http://www.vldb.org/conf/2004/TUT4.PDF},
  doi          = {10.1016/B978-012088469-8.50117-0},
  timestamp    = {Fri, 07 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/vldb/Hellerstein04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/debu/KrishnamurthyCCDFHHMRS03,
  author       = {Sailesh Krishnamurthy and
                  Sirish Chandrasekaran and
                  Owen Cooper and
                  Amol Deshpande and
                  Michael J. Franklin and
                  Joseph M. Hellerstein and
                  Wei Hong and
                  Samuel Madden and
                  Frederick Reiss and
                  Mehul A. Shah},
  title        = {TelegraphCQ: An Architectural Status Report},
  journal      = {{IEEE} Data Eng. Bull.},
  volume       = {26},
  number       = {1},
  pages        = {11--18},
  year         = {2003},
  url          = {http://sites.computer.org/debull/A03mar/tcqde.ps},
  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/debu/KrishnamurthyCCDFHHMRS03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/debu/KornackerSH03,
  author       = {Marcel Kornacker and
                  Mehul A. Shah and
                  Joseph M. Hellerstein},
  title        = {Amdb: {A} Design Tool for Access Methods},
  journal      = {{IEEE} Data Eng. Bull.},
  volume       = {26},
  number       = {2},
  pages        = {3--11},
  year         = {2003},
  url          = {http://sites.computer.org/debull/A03june/hellersteinF.ps},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/debu/KornackerSH03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/sigmod/AilamakiH03,
  author       = {Anastassia Ailamaki and
                  Joseph M. Hellerstein},
  title        = {Exposing undergraduate students to database system internals},
  journal      = {{SIGMOD} Rec.},
  volume       = {32},
  number       = {3},
  pages        = {18--20},
  year         = {2003},
  url          = {https://doi.org/10.1145/945721.945725},
  doi          = {10.1145/945721.945725},
  timestamp    = {Fri, 06 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sigmod/AilamakiH03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/sigmod/Hellerstein03,
  author       = {Joseph M. Hellerstein},
  title        = {Toward network data independence},
  journal      = {{SIGMOD} Rec.},
  volume       = {32},
  number       = {3},
  pages        = {34--40},
  year         = {2003},
  url          = {https://doi.org/10.1145/945721.945730},
  doi          = {10.1145/945721.945730},
  timestamp    = {Fri, 06 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sigmod/Hellerstein03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/sigmod/HellersteinHM03,
  author       = {Joseph M. Hellerstein and
                  Wei Hong and
                  Samuel Madden},
  title        = {The sensor spectrum: technology, trends, and requirements},
  journal      = {{SIGMOD} Rec.},
  volume       = {32},
  number       = {4},
  pages        = {22--27},
  year         = {2003},
  url          = {https://doi.org/10.1145/959060.959065},
  doi          = {10.1145/959060.959065},
  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigmod/HellersteinHM03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/cidr/ChandrasekaranDFHHKMRRS03,
  author       = {Sirish Chandrasekaran and
                  Owen Cooper and
                  Amol Deshpande and
                  Michael J. Franklin and
                  Joseph M. Hellerstein and
                  Wei Hong and
                  Sailesh Krishnamurthy and
                  Samuel Madden and
                  Vijayshankar Raman and
                  Frederick Reiss and
                  Mehul A. Shah},
  title        = {TelegraphCQ: Continuous Dataflow Processing for an Uncertain World},
  booktitle    = {First Biennial Conference on Innovative Data Systems Research, {CIDR}
                  2003, Asilomar, CA, USA, January 5-8, 2003, Online Proceedings},
  year         = {2003},
  crossref     = {DBLP:conf/cidr/2003},
  url          = {http://www-db.cs.wisc.edu/cidr/cidr2003/program/p24.pdf},
  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cidr/ChandrasekaranDFHHKMRRS03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/icde/ShahHCF03,
  author       = {Mehul A. Shah and
                  Joseph M. Hellerstein and
                  Sirish Chandrasekaran and
                  Michael J. Franklin},
  title        = {Flux: An Adaptive Partitioning Operator for Continuous Query Systems},
  booktitle    = {Proceedings of the 19th International Conference on Data Engineering,
                  March 5-8, 2003, Bangalore, India},
  pages        = {25--36},
  year         = {2003},
  crossref     = {DBLP:conf/icde/2003},
  url          = {https://doi.org/10.1109/ICDE.2003.1260779},
  doi          = {10.1109/ICDE.2003.1260779},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/ShahHCF03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/icde/RamanDH03,
  author       = {Vijayshankar Raman and
                  Amol Deshpande and
                  Joseph M. Hellerstein},
  title        = {Using State Modules for Adaptive Query Processing},
  booktitle    = {Proceedings of the 19th International Conference on Data Engineering,
                  March 5-8, 2003, Bangalore, India},
  pages        = {353--364},
  year         = {2003},
  crossref     = {DBLP:conf/icde/2003},
  url          = {https://doi.org/10.1109/ICDE.2003.1260805},
  doi          = {10.1109/ICDE.2003.1260805},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/RamanDH03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/ipsn/HellersteinHMS03,
  author       = {Joseph M. Hellerstein and
                  Wei Hong and
                  Samuel Madden and
                  Kyle Stanek},
  title        = {Beyond Average: Toward Sophisticated Sensing with Queries},
  booktitle    = {Information Processing in Sensor Networks, Second International Workshop,
                  {IPSN} 2003, Palo Alto, CA, USA, April 22-23, 2003, Proceedings},
  pages        = {63--79},
  year         = {2003},
  crossref     = {DBLP:conf/ipsn/2003},
  url          = {https://doi.org/10.1007/3-540-36978-3\_5},
  doi          = {10.1007/3-540-36978-3\_5},
  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ipsn/HellersteinHMS03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/iptps/LiLHKKM03,
  author       = {Jinyang Li and
                  Boon Thau Loo and
                  Joseph M. Hellerstein and
                  M. Frans Kaashoek and
                  David R. Karger and
                  Robert Tappan Morris},
  title        = {On the Feasibility of Peer-to-Peer Web Indexing and Search},
  booktitle    = {Peer-to-Peer Systems II, Second International Workshop, {IPTPS} 2003,
                  Berkeley, CA, USA, February 21-22,2003, Revised Papers},
  pages        = {207--215},
  year         = {2003},
  crossref     = {DBLP:conf/iptps/2003},
  url          = {https://doi.org/10.1007/978-3-540-45172-3\_19},
  doi          = {10.1007/978-3-540-45172-3\_19},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iptps/LiLHKKM03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/MaddenFHH03,
  author       = {Samuel Madden and
                  Michael J. Franklin and
                  Joseph M. Hellerstein and
                  Wei Hong},
  title        = {The Design of an Acquisitional Query Processor For Sensor Networks},
  booktitle    = {Proceedings of the 2003 {ACM} {SIGMOD} International Conference on
                  Management of Data, San Diego, California, USA, June 9-12, 2003},
  pages        = {491--502},
  year         = {2003},
  crossref     = {DBLP:conf/sigmod/2003},
  url          = {https://doi.org/10.1145/872757.872817},
  doi          = {10.1145/872757.872817},
  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/MaddenFHH03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/ChandrasekaranCDFHHKMRS03,
  author       = {Sirish Chandrasekaran and
                  Owen Cooper and
                  Amol Deshpande and
                  Michael J. Franklin and
                  Joseph M. Hellerstein and
                  Wei Hong and
                  Sailesh Krishnamurthy and
                  Samuel Madden and
                  Frederick Reiss and
                  Mehul A. Shah},
  title        = {TelegraphCQ: Continuous Dataflow Processing},
  booktitle    = {Proceedings of the 2003 {ACM} {SIGMOD} International Conference on
                  Management of Data, San Diego, California, USA, June 9-12, 2003},
  pages        = {668},
  year         = {2003},
  crossref     = {DBLP:conf/sigmod/2003},
  url          = {https://doi.org/10.1145/872757.872857},
  doi          = {10.1145/872757.872857},
  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/ChandrasekaranCDFHHKMRS03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/vldb/HuebschHLLSS03,
  author       = {Ryan Huebsch and
                  Joseph M. Hellerstein and
                  Nick Lanham and
                  Boon Thau Loo and
                  Scott Shenker and
                  Ion Stoica},
  title        = {Querying the Internet with {PIER}},
  booktitle    = {Proceedings of 29th International Conference on Very Large Data Bases,
                  {VLDB} 2003, Berlin, Germany, September 9-12, 2003},
  pages        = {321--332},
  year         = {2003},
  crossref     = {DBLP:conf/vldb/2003},
  url          = {http://www.vldb.org/conf/2003/papers/S11P01.pdf},
  doi          = {10.1016/B978-012722442-8/50036-7},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/vldb/HuebschHLLSS03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/cs-DB-0310006,
  author       = {Serge Abiteboul and
                  Rakesh Agrawal and
                  Philip A. Bernstein and
                  Michael J. Carey and
                  Stefano Ceri and
                  W. Bruce Croft and
                  David J. DeWitt and
                  Michael J. Franklin and
                  Hector Garcia{-}Molina and
                  Dieter Gawlick and
                  Jim Gray and
                  Laura M. Haas and
                  Alon Y. Halevy and
                  Joseph M. Hellerstein and
                  Yannis E. Ioannidis and
                  Martin L. Kersten and
                  Michael J. Pazzani and
                  Michael Lesk and
                  David Maier and
                  Jeffrey F. Naughton and
                  Hans{-}J{\"{o}}rg Schek and
                  Timos K. Sellis and
                  Avi Silberschatz and
                  Michael Stonebraker and
                  Richard T. Snodgrass and
                  Jeffrey D. Ullman and
                  Gerhard Weikum and
                  Jennifer Widom and
                  Stanley B. Zdonik},
  title        = {The Lowell Database Research Self Assessment},
  journal      = {CoRR},
  volume       = {cs.DB/0310006},
  year         = {2003},
  url          = {http://arxiv.org/abs/cs/0310006},
  timestamp    = {Fri, 10 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/cs-DB-0310006.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/jacm/HellersteinKMPS02,
  author       = {Joseph M. Hellerstein and
                  Elias Koutsoupias and
                  Daniel P. Miranker and
                  Christos H. Papadimitriou and
                  Vasilis Samoladas},
  title        = {On a model of indexability and its bounds for range queries},
  journal      = {J. {ACM}},
  volume       = {49},
  number       = {1},
  pages        = {35--55},
  year         = {2002},
  url          = {https://doi.org/10.1145/505241.505244},
  doi          = {10.1145/505241.505244},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jacm/HellersteinKMPS02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/dexa/ThomasH02,
  author       = {Megan Thomas and
                  Joseph M. Hellerstein},
  title        = {Boolean Bounding Predicates for Spatial Access Methods},
  booktitle    = {Database and Expert Systems Applications, 13th International Conference,
                  {DEXA} 2002, Aix-en-Provence, France, September 2-6, 2002, Proceedings},
  pages        = {925--934},
  year         = {2002},
  crossref     = {DBLP:conf/dexa/2002},
  url          = {https://doi.org/10.1007/3-540-46146-9\_91},
  doi          = {10.1007/3-540-46146-9\_91},
  timestamp    = {Tue, 14 May 2019 10:00:46 +0200},
  biburl       = {https://dblp.org/rec/conf/dexa/ThomasH02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/icde/DeshpandeH02,
  author       = {Amol Deshpande and
                  Joseph M. Hellerstein},
  title        = {Decoupled Query Optimization for Federated Database Systems},
  booktitle    = {Proceedings of the 18th International Conference on Data Engineering,
                  San Jose, CA, USA, February 26 - March 1, 2002},
  pages        = {716--727},
  year         = {2002},
  crossref     = {DBLP:conf/icde/2002},
  url          = {https://doi.org/10.1109/ICDE.2002.994788},
  doi          = {10.1109/ICDE.2002.994788},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/DeshpandeH02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/iptps/HarrenHHLSS02,
  author       = {Matthew Harren and
                  Joseph M. Hellerstein and
                  Ryan Huebsch and
                  Boon Thau Loo and
                  Scott Shenker and
                  Ion Stoica},
  title        = {Complex Queries in DHT-based Peer-to-Peer Networks},
  booktitle    = {Peer-to-Peer Systems, First International Workshop, {IPTPS} 2002,
                  Cambridge, MA, USA, March 7-8, 2002, Revised Papers},
  pages        = {242--259},
  year         = {2002},
  crossref     = {DBLP:conf/iptps/2002},
  url          = {https://doi.org/10.1007/3-540-45748-8\_23},
  doi          = {10.1007/3-540-45748-8\_23},
  timestamp    = {Tue, 14 May 2019 10:00:53 +0200},
  biburl       = {https://dblp.org/rec/conf/iptps/HarrenHHLSS02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/osdi/MaddenFHH02,
  author       = {Samuel Madden and
                  Michael J. Franklin and
                  Joseph M. Hellerstein and
                  Wei Hong},
  title        = {{TAG:} {A} Tiny AGgregation Service for Ad-Hoc Sensor Networks},
  booktitle    = {5th Symposium on Operating System Design and Implementation {(OSDI}
                  2002), Boston, Massachusetts, USA, December 9-11, 2002},
  year         = {2002},
  crossref     = {DBLP:conf/osdi/2002},
  url          = {http://www.usenix.org/events/osdi02/tech/madden.html},
  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/osdi/MaddenFHH02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/MaddenSHR02,
  author       = {Samuel Madden and
                  Mehul A. Shah and
                  Joseph M. Hellerstein and
                  Vijayshankar Raman},
  title        = {Continuously adaptive continuous queries over streams},
  booktitle    = {Proceedings of the 2002 {ACM} {SIGMOD} International Conference on
                  Management of Data, Madison, Wisconsin, USA, June 3-6, 2002},
  pages        = {49--60},
  year         = {2002},
  crossref     = {DBLP:conf/sigmod/2002},
  url          = {https://doi.org/10.1145/564691.564698},
  doi          = {10.1145/564691.564698},
  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/MaddenSHR02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/RamanH02,
  author       = {Vijayshankar Raman and
                  Joseph M. Hellerstein},
  title        = {Partial results for online query processing},
  booktitle    = {Proceedings of the 2002 {ACM} {SIGMOD} International Conference on
                  Management of Data, Madison, Wisconsin, USA, June 3-6, 2002},
  pages        = {275--286},
  year         = {2002},
  crossref     = {DBLP:conf/sigmod/2002},
  url          = {https://doi.org/10.1145/564691.564723},
  doi          = {10.1145/564691.564723},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigmod/RamanH02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/MaddenH02,
  author       = {Samuel Madden and
                  Joseph M. Hellerstein},
  title        = {Distributing queries over low-power wireless sensor networks},
  booktitle    = {Proceedings of the 2002 {ACM} {SIGMOD} International Conference on
                  Management of Data, Madison, Wisconsin, USA, June 3-6, 2002},
  pages        = {622},
  year         = {2002},
  crossref     = {DBLP:conf/sigmod/2002},
  url          = {https://doi.org/10.1145/564691.564776},
  doi          = {10.1145/564691.564776},
  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/MaddenH02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/HellersteinW02,
  author       = {Joseph M. Hellerstein and
                  Jennifer Widom},
  title        = {Data streams: fresh current or stagnant backwater? (panel)},
  booktitle    = {Proceedings of the 2002 {ACM} {SIGMOD} International Conference on
                  Management of Data, Madison, Wisconsin, USA, June 3-6, 2002},
  pages        = {632},
  year         = {2002},
  crossref     = {DBLP:conf/sigmod/2002},
  url          = {https://doi.org/10.1145/564691.564788},
  doi          = {10.1145/564691.564788},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigmod/HellersteinW02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/sigmod/ShahMFH01,
  author       = {Mehul A. Shah and
                  Samuel Madden and
                  Michael J. Franklin and
                  Joseph M. Hellerstein},
  title        = {Java Support for Data-Intensive Systems: Experiences Building the
                  Telegraph Dataflow System},
  journal      = {{SIGMOD} Rec.},
  volume       = {30},
  number       = {4},
  pages        = {103--114},
  year         = {2001},
  url          = {https://doi.org/10.1145/604264.604282},
  doi          = {10.1145/604264.604282},
  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigmod/ShahMFH01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/StonebrakerH01,
  author       = {Michael Stonebraker and
                  Joseph M. Hellerstein},
  title        = {Content Integration for E-Business},
  booktitle    = {Proceedings of the 2001 {ACM} {SIGMOD} international conference on
                  Management of data, Santa Barbara, CA, USA, May 21-24, 2001},
  pages        = {552--560},
  year         = {2001},
  crossref     = {DBLP:conf/sigmod/2001},
  url          = {https://doi.org/10.1145/375663.375739},
  doi          = {10.1145/375663.375739},
  timestamp    = {Fri, 12 Mar 2021 14:14:34 +0100},
  biburl       = {https://dblp.org/rec/conf/sigmod/StonebrakerH01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/HaasH01,
  author       = {Peter J. Haas and
                  Joseph M. Hellerstein},
  title        = {Online Query Processing},
  booktitle    = {Proceedings of the 2001 {ACM} {SIGMOD} international conference on
                  Management of data, Santa Barbara, CA, USA, May 21-24, 2001},
  pages        = {623},
  year         = {2001},
  crossref     = {DBLP:conf/sigmod/2001},
  url          = {https://doi.org/10.1145/375663.375800},
  doi          = {10.1145/375663.375800},
  timestamp    = {Fri, 12 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigmod/HaasH01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sma/McMainsHS01,
  author       = {Sara McMains and
                  Joseph M. Hellerstein and
                  Carlo H. S{\'{e}}quin},
  title        = {Out-of-core build of a topological data structure from polygon soup},
  booktitle    = {Sixth {ACM} Symposium on Solid Modeling and Applications, Sheraton
                  Inn, Ann Arbor, Michigan, USA, June 4-8, 2001},
  pages        = {171--182},
  year         = {2001},
  crossref     = {DBLP:conf/sma/2001},
  url          = {https://doi.org/10.1145/376957.376977},
  doi          = {10.1145/376957.376977},
  timestamp    = {Tue, 06 Nov 2018 11:07:49 +0100},
  biburl       = {https://dblp.org/rec/conf/sma/McMainsHS01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/vldb/RamanH01,
  author       = {Vijayshankar Raman and
                  Joseph M. Hellerstein},
  title        = {Potter's Wheel: An Interactive Data Cleaning System},
  booktitle    = {{VLDB} 2001, Proceedings of 27th International Conference on Very
                  Large Data Bases, September 11-14, 2001, Roma, Italy},
  pages        = {381--390},
  year         = {2001},
  crossref     = {DBLP:conf/vldb/2001},
  url          = {http://www.vldb.org/conf/2001/P381.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/vldb/RamanH01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/datamine/HellersteinAR00,
  author       = {Joseph M. Hellerstein and
                  Ron Avnur and
                  Vijayshankar Raman},
  title        = {Informix under {CONTROL:} Online Query Processing},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {4},
  number       = {4},
  pages        = {281--314},
  year         = {2000},
  url          = {https://doi.org/10.1023/A:1009835310546},
  doi          = {10.1023/A:1009835310546},
  timestamp    = {Sat, 20 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/HellersteinAR00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/debu/HellersteinFCDHMRS00,
  author       = {Joseph M. Hellerstein and
                  Michael J. Franklin and
                  Sirish Chandrasekaran and
                  Amol Deshpande and
                  Kris Hildrum and
                  Samuel Madden and
                  Vijayshankar Raman and
                  Mehul A. Shah},
  title        = {Adaptive Query Processing: Technology in Evolution},
  journal      = {{IEEE} Data Eng. Bull.},
  volume       = {23},
  number       = {2},
  pages        = {7--18},
  year         = {2000},
  url          = {http://sites.computer.org/debull/A00june/A00JUN-CD.pdf},
  timestamp    = {Thu, 04 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/debu/HellersteinFCDHMRS00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/vldb/RamanRH00,
  author       = {Vijayshankar Raman and
                  Bhaskaran Raman and
                  Joseph M. Hellerstein},
  title        = {Online dynamic reordering},
  journal      = {{VLDB} J.},
  volume       = {9},
  number       = {3},
  pages        = {247--260},
  year         = {2000},
  url          = {https://doi.org/10.1007/s007780000032},
  doi          = {10.1007/S007780000032},
  timestamp    = {Sun, 28 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/vldb/RamanRH00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/icde/ThomasCH00,
  author       = {Megan Thomas and
                  Chad Carson and
                  Joseph M. Hellerstein},
  title        = {Creating a Customized Access Method for Blobworld},
  booktitle    = {Proceedings of the 16th International Conference on Data Engineering,
                  San Diego, California, USA, February 28 - March 3, 2000},
  pages        = {82},
  year         = {2000},
  crossref     = {DBLP:conf/icde/2000},
  url          = {https://doi.org/10.1109/ICDE.2000.839390},
  doi          = {10.1109/ICDE.2000.839390},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/ThomasCH00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/osdi/GribbleBHC00,
  author       = {Steven D. Gribble and
                  Eric A. Brewer and
                  Joseph M. Hellerstein and
                  David E. Culler},
  title        = {Scalable, Distributed Data Structures for Internet Service Construction},
  booktitle    = {4th Symposium on Operating System Design and Implementation {(OSDI}
                  2000), San Diego, California, USA, October 23-25, 2000},
  pages        = {319--332},
  year         = {2000},
  crossref     = {DBLP:conf/osdi/2000},
  url          = {http://dl.acm.org/citation.cfm?id=1251251},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/osdi/GribbleBHC00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/HellersteinA00,
  author       = {Ron Avnur and
                  Joseph M. Hellerstein},
  title        = {Eddies: Continuously Adaptive Query Processing},
  booktitle    = {Proceedings of the 2000 {ACM} {SIGMOD} International Conference on
                  Management of Data, May 16-18, 2000, Dallas, Texas, {USA}},
  pages        = {261--272},
  year         = {2000},
  crossref     = {DBLP:conf/sigmod/2000},
  url          = {https://doi.org/10.1145/342009.335420},
  doi          = {10.1145/342009.335420},
  timestamp    = {Tue, 01 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/HellersteinA00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/Hellerstein00,
  author       = {Joseph M. Hellerstein},
  title        = {Index Research: Forest or Trees? (Panel Abstract)},
  booktitle    = {Proceedings of the 2000 {ACM} {SIGMOD} International Conference on
                  Management of Data, May 16-18, 2000, Dallas, Texas, {USA}},
  pages        = {574},
  year         = {2000},
  crossref     = {DBLP:conf/sigmod/2000},
  url          = {https://doi.org/10.1145/342009.335473},
  doi          = {10.1145/342009.335473},
  timestamp    = {Fri, 12 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigmod/Hellerstein00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/computer/HellersteinACHORRH99,
  author       = {Joseph M. Hellerstein and
                  Ron Avnur and
                  Andy Chou and
                  Christian Hidber and
                  Chris Olston and
                  Vijayshankar Raman and
                  Tali Roth and
                  Peter J. Haas},
  title        = {Interactive data Analysis: The Control Project},
  journal      = {Computer},
  volume       = {32},
  number       = {8},
  pages        = {51--59},
  year         = {1999},
  url          = {https://doi.org/10.1109/2.781635},
  doi          = {10.1109/2.781635},
  timestamp    = {Wed, 12 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/computer/HellersteinACHORRH99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/debu/HellersteinSC99,
  author       = {Joseph M. Hellerstein and
                  Michael Stonebraker and
                  Rick Caccia},
  title        = {Independent, Open Enterprise Data Integration},
  journal      = {{IEEE} Data Eng. Bull.},
  volume       = {22},
  number       = {1},
  pages        = {43--49},
  year         = {1999},
  url          = {http://sites.computer.org/debull/99mar/cohera.ps},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/debu/HellersteinSC99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/dmkd/RamanCH99,
  author       = {Vijayshankar Raman and
                  Andy Chou and
                  Joseph M. Hellerstein},
  title        = {Scalable Spreadsheets for Interactive Data Analysis},
  booktitle    = {1999 {ACM} {SIGMOD} Workshop on Research Issues in Data Mining and
                  Knowledge Discovery, Philadelphia, USA, May 30, 1999},
  year         = {1999},
  crossref     = {DBLP:conf/dmkd/1999},
  url          = {http://www.almaden.ibm.com/cs/dmkd/papers/raman.ps},
  timestamp    = {Wed, 08 Feb 2017 16:15:10 +0100},
  biburl       = {https://dblp.org/rec/conf/dmkd/RamanCH99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/icdt/HellersteinHK99,
  author       = {Joseph M. Hellerstein and
                  Lisa Hellerstein and
                  George Kollios},
  title        = {On the Generation of 2-Dimensional Index Workloads},
  booktitle    = {Database Theory - {ICDT} '99, 7th International Conference, Jerusalem,
                  Israel, January 10-12, 1999, Proceedings},
  pages        = {113--130},
  year         = {1999},
  crossref     = {DBLP:conf/icdt/99},
  url          = {https://doi.org/10.1007/3-540-49257-7\_9},
  doi          = {10.1007/3-540-49257-7\_9},
  timestamp    = {Tue, 14 May 2019 10:00:54 +0200},
  biburl       = {https://dblp.org/rec/conf/icdt/HellersteinHK99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/iopads/Arpaci-DusseauATCHPY99,
  author       = {Remzi H. Arpaci{-}Dusseau and
                  Eric Anderson and
                  Noah Treuhaft and
                  David E. Culler and
                  Joseph M. Hellerstein and
                  David A. Patterson and
                  Katherine A. Yelick},
  title        = {Cluster {I/O} with River: Making the Fast Case Common},
  booktitle    = {Proceedings of the Sixth Workshop on {I/O} in Parallel and Distributed
                  Systems, {IOPADS} 1999, May 5, 1999, Atlanta, GA, {USA}},
  pages        = {10--22},
  year         = {1999},
  crossref     = {DBLP:conf/iopads/1999},
  url          = {https://doi.org/10.1145/301816.301823},
  doi          = {10.1145/301816.301823},
  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iopads/Arpaci-DusseauATCHPY99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/HaasH99,
  author       = {Peter J. Haas and
                  Joseph M. Hellerstein},
  title        = {Ripple Joins for Online Aggregation},
  booktitle    = {{SIGMOD} 1999, Proceedings {ACM} {SIGMOD} International Conference
                  on Management of Data, June 1-3, 1999, Philadelphia, Pennsylvania,
                  {USA}},
  pages        = {287--298},
  year         = {1999},
  crossref     = {DBLP:conf/sigmod/99},
  url          = {https://doi.org/10.1145/304182.304208},
  doi          = {10.1145/304182.304208},
  timestamp    = {Fri, 12 Mar 2021 14:14:34 +0100},
  biburl       = {https://dblp.org/rec/conf/sigmod/HaasH99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/uidis/ShahKH99,
  author       = {Mehul A. Shah and
                  Marcel Kornacker and
                  Joseph M. Hellerstein},
  title        = {Amdb: {A} Visual Access Method Development Tool},
  booktitle    = {1999 User Interfaces to Data Intensive Systems, {UIDIS} 1999, Edinburgh,
                  Scotland, September 5-6, 1999},
  pages        = {130--140},
  year         = {1999},
  crossref     = {DBLP:conf/uidis/1999},
  url          = {https://doi.org/10.1109/UIDIS.1999.791469},
  doi          = {10.1109/UIDIS.1999.791469},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/uidis/ShahKH99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/visual/CarsonTBHM99,
  author       = {Chad Carson and
                  Megan Thomas and
                  Serge J. Belongie and
                  Joseph M. Hellerstein and
                  Jitendra Malik},
  title        = {Blobworld: {A} System for Region-Based Image Indexing and Retrieval},
  booktitle    = {Visual Information and Information Systems, Third International Conference,
                  {VISUAL} '99, Amsterdam, The Netherlands, June 2-4, 1999, Proceedings},
  pages        = {509--516},
  year         = {1999},
  crossref     = {DBLP:conf/visual/1999},
  url          = {https://doi.org/10.1007/3-540-48762-X\_63},
  doi          = {10.1007/3-540-48762-X\_63},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/visual/CarsonTBHM99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/vldb/RamanRH99,
  author       = {Vijayshankar Raman and
                  Bhaskaran Raman and
                  Joseph M. Hellerstein},
  title        = {Online Dynamic Reordering for Interactive Data Processing},
  booktitle    = {VLDB'99, Proceedings of 25th International Conference on Very Large
                  Data Bases, September 7-10, 1999, Edinburgh, Scotland, {UK}},
  pages        = {709--720},
  year         = {1999},
  crossref     = {DBLP:conf/vldb/99},
  url          = {http://www.vldb.org/conf/1999/P66.pdf},
  timestamp    = {Wed, 11 May 2022 08:53:25 +0200},
  biburl       = {https://dblp.org/rec/conf/vldb/RamanRH99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/sigmod/KeetonPH98,
  author       = {Kimberly Keeton and
                  David A. Patterson and
                  Joseph M. Hellerstein},
  title        = {A Case for Intelligent Disks (IDISKs)},
  journal      = {{SIGMOD} Rec.},
  volume       = {27},
  number       = {3},
  pages        = {42--52},
  year         = {1998},
  url          = {https://doi.org/10.1145/290593.290602},
  doi          = {10.1145/290593.290602},
  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigmod/KeetonPH98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/sigmod/BernsteinBCDFGGHHJLMNPSU98,
  author       = {Philip A. Bernstein and
                  Michael L. Brodie and
                  Stefano Ceri and
                  David J. DeWitt and
                  Michael J. Franklin and
                  Hector Garcia{-}Molina and
                  Jim Gray and
                  Gerald Held and
                  Joseph M. Hellerstein and
                  H. V. Jagadish and
                  Michael Lesk and
                  David Maier and
                  Jeffrey F. Naughton and
                  Hamid Pirahesh and
                  Michael Stonebraker and
                  Jeffrey D. Ullman},
  title        = {The Asilomar Report on Database Research},
  journal      = {{SIGMOD} Rec.},
  volume       = {27},
  number       = {4},
  pages        = {74--80},
  year         = {1998},
  url          = {https://doi.org/10.1145/306101.306137},
  doi          = {10.1145/306101.306137},
  timestamp    = {Fri, 06 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sigmod/BernsteinBCDFGGHHJLMNPSU98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/tods/Hellerstein98,
  author       = {Joseph M. Hellerstein},
  title        = {Optimization Techniques for Queries with Expensive Methods},
  journal      = {{ACM} Trans. Database Syst.},
  volume       = {23},
  number       = {2},
  pages        = {113--157},
  year         = {1998},
  url          = {https://doi.org/10.1145/292481.277627},
  doi          = {10.1145/292481.277627},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tods/Hellerstein98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/hpca/Arpaci-DusseauACHP98,
  author       = {Remzi H. Arpaci{-}Dusseau and
                  Andrea C. Arpaci{-}Dusseau and
                  David E. Culler and
                  Joseph M. Hellerstein and
                  David A. Patterson},
  title        = {The Architectural Costs of Streaming {I/O:} {A} Comparison of Workstations,
                  Clusters, and SMPs},
  booktitle    = {Proceedings of the Fourth International Symposium on High-Performance
                  Computer Architecture, Las Vegas, Nevada, USA, January 31 - February
                  4, 1998},
  pages        = {90--101},
  year         = {1998},
  crossref     = {DBLP:conf/hpca/1998},
  url          = {https://doi.org/10.1109/HPCA.1998.650549},
  doi          = {10.1109/HPCA.1998.650549},
  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/hpca/Arpaci-DusseauACHP98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/AvnurHLORRRW98,
  author       = {Ron Avnur and
                  Joseph M. Hellerstein and
                  Bruce Lo and
                  Chris Olston and
                  Bhaskaran Raman and
                  Vijayshankar Raman and
                  Tali Roth and
                  Kirk Wylie},
  title        = {{CONTROL:} Continuous Output and Navigation Technology with Refinement
                  On-Line},
  booktitle    = {{SIGMOD} 1998, Proceedings {ACM} {SIGMOD} International Conference
                  on Management of Data, June 2-4, 1998, Seattle, Washington, {USA}},
  pages        = {567--569},
  year         = {1998},
  crossref     = {DBLP:conf/sigmod/98},
  url          = {https://doi.org/10.1145/276304.276383},
  doi          = {10.1145/276304.276383},
  timestamp    = {Thu, 11 Mar 2021 15:20:15 +0100},
  biburl       = {https://dblp.org/rec/conf/sigmod/AvnurHLORRRW98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/KornackerSH98,
  author       = {Marcel Kornacker and
                  Mehul A. Shah and
                  Joseph M. Hellerstein},
  title        = {amdb: An Access Method Debugging Tool},
  booktitle    = {{SIGMOD} 1998, Proceedings {ACM} {SIGMOD} International Conference
                  on Management of Data, June 2-4, 1998, Seattle, Washington, {USA}},
  pages        = {570--571},
  year         = {1998},
  crossref     = {DBLP:conf/sigmod/98},
  url          = {https://doi.org/10.1145/276304.276384},
  doi          = {10.1145/276304.276384},
  timestamp    = {Thu, 11 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigmod/KornackerSH98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/spdt/Arpaci-DusseauA98,
  author       = {Andrea C. Arpaci{-}Dusseau and
                  Remzi H. Arpaci{-}Dusseau and
                  David E. Culler and
                  Joseph M. Hellerstein and
                  David A. Patterson},
  title        = {Searching for the sorting record: experiences in tuning NOW-Sort},
  booktitle    = {Proceedings of the {SIGMETRICS} Symposium on Parallel and Distributed
                  Tools, {SPDT} '98, Welches, Oregon, {USA}},
  pages        = {124--133},
  year         = {1998},
  crossref     = {DBLP:conf/spdt/1998},
  url          = {https://doi.org/10.1145/281035.281048},
  doi          = {10.1145/281035.281048},
  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/spdt/Arpaci-DusseauA98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/vl/OlstonSAH98,
  author       = {Chris Olston and
                  Michael Stonebraker and
                  Alexander Aiken and
                  Joseph M. Hellerstein},
  title        = {{VIQING:} Visual Interactive Querying},
  booktitle    = {Proceedings 1998 {IEEE} Symposium on Visual Languages, Nova Scotia,
                  Canada, September 1-4, 1998},
  pages        = {162--169},
  year         = {1998},
  crossref     = {DBLP:conf/vl/1998},
  url          = {https://doi.org/10.1109/VL.1998.706159},
  doi          = {10.1109/VL.1998.706159},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/vl/OlstonSAH98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@book{DBLP:books/mk/Stonebraker98,
  editor       = {Michael Stonebraker and
                  Joseph M. Hellerstein},
  title        = {Readings in Database Systems, Third Edition},
  publisher    = {Morgan Kaufmann},
  year         = {1998},
  isbn         = {1-55860-523-1},
  timestamp    = {Thu, 03 Jan 2002 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/books/mk/Stonebraker98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/cs-DB-9811013,
  author       = {Philip A. Bernstein and
                  Michael L. Brodie and
                  Stefano Ceri and
                  David J. DeWitt and
                  Michael J. Franklin and
                  Hector Garcia{-}Molina and
                  Jim Gray and
                  Gerald Held and
                  Joseph M. Hellerstein and
                  H. V. Jagadish and
                  Michael Lesk and
                  David Maier and
                  Jeffrey F. Naughton and
                  Hamid Pirahesh and
                  Michael Stonebraker and
                  Jeffrey D. Ullman},
  title        = {The Asilomar Report on Database Research},
  journal      = {CoRR},
  volume       = {cs.DB/9811013},
  year         = {1998},
  url          = {https://arxiv.org/abs/cs/9811013},
  timestamp    = {Fri, 10 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/cs-DB-9811013.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/debu/Hellerstein97,
  author       = {Joseph M. Hellerstein},
  title        = {Online Processing Redux},
  journal      = {{IEEE} Data Eng. Bull.},
  volume       = {20},
  number       = {3},
  pages        = {20--29},
  year         = {1997},
  url          = {http://sites.computer.org/debull/97SEP-CD.pdf},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/debu/Hellerstein97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/debu/Hellerstein97a,
  author       = {Joseph M. Hellerstein},
  title        = {Letter from the Special Issue Editor},
  journal      = {{IEEE} Data Eng. Bull.},
  volume       = {20},
  number       = {4},
  pages        = {2},
  year         = {1997},
  url          = {http://sites.computer.org/debull/97DEC-CD.pdf},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/debu/Hellerstein97a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/debu/BarbaraDFHHIJJNPRS97,
  author       = {Daniel Barbar{\'{a}} and
                  William DuMouchel and
                  Christos Faloutsos and
                  Peter J. Haas and
                  Joseph M. Hellerstein and
                  Yannis E. Ioannidis and
                  H. V. Jagadish and
                  Theodore Johnson and
                  Raymond T. Ng and
                  Viswanath Poosala and
                  Kenneth A. Ross and
                  Kenneth C. Sevcik},
  title        = {The New Jersey Data Reduction Report},
  journal      = {{IEEE} Data Eng. Bull.},
  volume       = {20},
  number       = {4},
  pages        = {3--45},
  year         = {1997},
  url          = {http://sites.computer.org/debull/97DEC-CD.pdf},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/debu/BarbaraDFHHIJJNPRS97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/ngits/Hellerstein97,
  author       = {Joseph M. Hellerstein},
  title        = {Towards a Crystal Ball for Data Retrieval},
  booktitle    = {Next Generation Information Technologies and Systems {(NGITS} '97),
                  Third International Workshop, Neve Ilan, Israel, June 30 - July 3,
                  1997},
  year         = {1997},
  crossref     = {DBLP:conf/ngits/1997},
  timestamp    = {Wed, 07 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ngits/Hellerstein97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/pods/HellersteinKP97,
  author       = {Joseph M. Hellerstein and
                  Elias Koutsoupias and
                  Christos H. Papadimitriou},
  title        = {On the Analysis of Indexing Schemes},
  booktitle    = {Proceedings of the Sixteenth {ACM} {SIGACT-SIGMOD-SIGART} Symposium
                  on Principles of Database Systems, May 12-14, 1997, Tucson, Arizona,
                  {USA}},
  pages        = {249--256},
  year         = {1997},
  crossref     = {DBLP:conf/pods/97},
  url          = {https://doi.org/10.1145/263661.263688},
  doi          = {10.1145/263661.263688},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pods/HellersteinKP97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/KornackerMH97,
  author       = {Marcel Kornacker and
                  C. Mohan and
                  Joseph M. Hellerstein},
  title        = {Concurrency and Recovery in Generalized Search Trees},
  booktitle    = {{SIGMOD} 1997, Proceedings {ACM} {SIGMOD} International Conference
                  on Management of Data, May 13-15, 1997, Tucson, Arizona, {USA}},
  pages        = {62--72},
  year         = {1997},
  crossref     = {DBLP:conf/sigmod/97},
  url          = {https://doi.org/10.1145/253260.253272},
  doi          = {10.1145/253260.253272},
  timestamp    = {Mon, 14 Jun 2021 15:39:36 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/KornackerMH97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/HellersteinHW97,
  author       = {Joseph M. Hellerstein and
                  Peter J. Haas and
                  Helen J. Wang},
  title        = {Online Aggregation},
  booktitle    = {{SIGMOD} 1997, Proceedings {ACM} {SIGMOD} International Conference
                  on Management of Data, May 13-15, 1997, Tucson, Arizona, {USA}},
  pages        = {171--182},
  year         = {1997},
  crossref     = {DBLP:conf/sigmod/97},
  url          = {https://doi.org/10.1145/253260.253291},
  doi          = {10.1145/253260.253291},
  timestamp    = {Sat, 31 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/HellersteinHW97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/Arpaci-DusseauACHP97,
  author       = {Andrea C. Arpaci{-}Dusseau and
                  Remzi H. Arpaci{-}Dusseau and
                  David E. Culler and
                  Joseph M. Hellerstein and
                  David A. Patterson},
  title        = {High-Performance Sorting on Networks of Workstations},
  booktitle    = {{SIGMOD} 1997, Proceedings {ACM} {SIGMOD} International Conference
                  on Management of Data, May 13-15, 1997, Tucson, Arizona, {USA}},
  pages        = {243--254},
  year         = {1997},
  crossref     = {DBLP:conf/sigmod/97},
  url          = {https://doi.org/10.1145/253260.253322},
  doi          = {10.1145/253260.253322},
  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/Arpaci-DusseauACHP97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/debu/Hellerstein96,
  author       = {Joseph M. Hellerstein},
  title        = {Letter from the Special Issue Editor},
  journal      = {{IEEE} Data Eng. Bull.},
  volume       = {19},
  number       = {4},
  pages        = {2},
  year         = {1996},
  url          = {http://sites.computer.org/debull/96DEC-CD.pdf},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/debu/Hellerstein96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/HellersteinN96,
  author       = {Joseph M. Hellerstein and
                  Jeffrey F. Naughton},
  title        = {Query Execution Techniques for Caching Expensive Methods},
  booktitle    = {Proceedings of the 1996 {ACM} {SIGMOD} International Conference on
                  Management of Data, Montreal, Quebec, Canada, June 4-6, 1996},
  pages        = {423--434},
  year         = {1996},
  crossref     = {DBLP:conf/sigmod/96},
  url          = {https://doi.org/10.1145/233269.233359},
  doi          = {10.1145/233269.233359},
  timestamp    = {Tue, 16 Aug 2022 23:04:20 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/HellersteinN96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/SeshadriHPLRSSS96,
  author       = {Praveen Seshadri and
                  Joseph M. Hellerstein and
                  Hamid Pirahesh and
                  T. Y. Cliff Leung and
                  Raghu Ramakrishnan and
                  Divesh Srivastava and
                  Peter J. Stuckey and
                  S. Sudarshan},
  title        = {Cost-Based Optimization for Magic: Algebra and Implementation},
  booktitle    = {Proceedings of the 1996 {ACM} {SIGMOD} International Conference on
                  Management of Data, Montreal, Quebec, Canada, June 4-6, 1996},
  pages        = {435--446},
  year         = {1996},
  crossref     = {DBLP:conf/sigmod/96},
  url          = {https://doi.org/10.1145/233269.233360},
  doi          = {10.1145/233269.233360},
  timestamp    = {Mon, 21 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/SeshadriHPLRSSS96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@phdthesis{DBLP:phd/Hellerstein95,
  author       = {Joseph M. Hellerstein},
  title        = {Optimization and Execution Techniques for Queries With Expensive Methods},
  school       = {University of Wisconsin-Madison, WI, {USA}},
  year         = {1995},
  timestamp    = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/Hellerstein95.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/tods/AikenHW95,
  author       = {Alexander Aiken and
                  Joseph M. Hellerstein and
                  Jennifer Widom},
  title        = {Static Analysis Techniques for Predicting the Behavior of Active Database
                  Rules},
  journal      = {{ACM} Trans. Database Syst.},
  volume       = {20},
  number       = {1},
  pages        = {3--41},
  year         = {1995},
  url          = {https://doi.org/10.1145/202106.202107},
  doi          = {10.1145/202106.202107},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tods/AikenHW95.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/vldb/HellersteinNP95,
  author       = {Joseph M. Hellerstein and
                  Jeffrey F. Naughton and
                  Avi Pfeffer},
  title        = {Generalized Search Trees for Database Systems},
  booktitle    = {VLDB'95, Proceedings of 21th International Conference on Very Large
                  Data Bases, September 11-15, 1995, Zurich, Switzerland},
  pages        = {562--573},
  year         = {1995},
  crossref     = {DBLP:conf/vldb/95},
  url          = {http://www.vldb.org/conf/1995/P562.PDF},
  timestamp    = {Tue, 20 Feb 2018 15:19:44 +0100},
  biburl       = {https://dblp.org/rec/conf/vldb/HellersteinNP95.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/Hellerstein94,
  author       = {Joseph M. Hellerstein},
  title        = {Practical Predicate Placement},
  booktitle    = {Proceedings of the 1994 {ACM} {SIGMOD} International Conference on
                  Management of Data, Minneapolis, Minnesota, USA, May 24-27, 1994},
  pages        = {325--335},
  year         = {1994},
  crossref     = {DBLP:conf/sigmod/94},
  url          = {https://doi.org/10.1145/191839.191904},
  doi          = {10.1145/191839.191904},
  timestamp    = {Tue, 16 Aug 2022 23:04:20 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/Hellerstein94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/HellersteinS93,
  author       = {Joseph M. Hellerstein and
                  Michael Stonebraker},
  title        = {Predicate Migration: Optimizing Queries with Expensive Predicates},
  booktitle    = {Proceedings of the 1993 {ACM} {SIGMOD} International Conference on
                  Management of Data, Washington, DC, USA, May 26-28, 1993},
  pages        = {267--276},
  year         = {1993},
  crossref     = {DBLP:conf/sigmod/93},
  url          = {https://doi.org/10.1145/170035.170078},
  doi          = {10.1145/170035.170078},
  timestamp    = {Thu, 11 Mar 2021 15:20:15 +0100},
  biburl       = {https://dblp.org/rec/conf/sigmod/HellersteinS93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/PiraheshHH92,
  author       = {Hamid Pirahesh and
                  Joseph M. Hellerstein and
                  Waqar Hasan},
  title        = {Extensible/Rule Based Query Rewrite Optimization in Starburst},
  booktitle    = {Proceedings of the 1992 {ACM} {SIGMOD} International Conference on
                  Management of Data, San Diego, California, USA, June 2-5, 1992},
  pages        = {39--48},
  year         = {1992},
  crossref     = {DBLP:conf/sigmod/92},
  url          = {https://doi.org/10.1145/130283.130294},
  doi          = {10.1145/130283.130294},
  timestamp    = {Mon, 21 Jun 2021 16:00:48 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/PiraheshHH92.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/sigmod/AikenWH92,
  author       = {Alexander Aiken and
                  Jennifer Widom and
                  Joseph M. Hellerstein},
  title        = {Behavior of Database Production Rules: Termination, Confluence, and
                  Observable Determinism},
  booktitle    = {Proceedings of the 1992 {ACM} {SIGMOD} International Conference on
                  Management of Data, San Diego, California, USA, June 2-5, 1992},
  pages        = {59--68},
  year         = {1992},
  crossref     = {DBLP:conf/sigmod/92},
  url          = {https://doi.org/10.1145/130283.130296},
  doi          = {10.1145/130283.130296},
  timestamp    = {Mon, 21 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/AikenWH92.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

\">\n            <i class=\"fa fa-download fa-fw\"></i> Download BibTeX\n          </a>\n        </li>\n        <li>\n          <a href=\"//bibbase.org/rss?bib=http://dblp.org/pers/tb2/h/Hellerstein:Joseph_M=\">\n            <i class=\"fa fa-rss fa-fw\"></i> RSS Feed\n          </a>\n          </li>\n      </ul>\n      </li>\n\n      \n\n\n      \n    </ul>\n\n\n    <div class=\"alert alert-success bibbase_msg\" id=\"bibbase_msg_embed\"\n         style=\"display: none;\">\n\n      Excellent! 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In order to keep using Mendeley with BibBase past April\n        14th, you need to:\n        <ol>\n          <li>renew the authorization for BibBase on Mendeley, and</li>\n          <li>update the BibBase URL\n            in your page the same way you did when you initially set up\n            this page.\n          </li>\n        </ol>\n      </p>\n\n      <p>\n        <a href=\"http://bibbase.org/cgi-bin/mendeley2/get.py\">\n          <i class=\"fa fa-angle-double-right\"></i>\n          Fix it now</a>\n      </p>\n    </div>\n\n  </div>\n\n\n  <div id=\"bibbase_body\">\n    \n  \n  <div class=\"bibbase_group_whole\" id=\"group_2024\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2024')\"\n      onkeypress=\"toggleGroup('group_2024')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2024</span>\n      <span class=\"bibbase_group_count\">\n        \n        (4)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"bang-power-ameli-crooks-hellerstein-optimizingtheclouddonttrainmodelsbuildoracles-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.cidrdb.org/cidr2024/papers/p47-bang.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bang-power-ameli-crooks-hellerstein-optimizingtheclouddonttrainmodelsbuildoracles-2024', 'https://www.cidrdb.org/cidr2024/papers/p47-bang.pdf', event);\">\n    Optimizing the cloud? Don't train models. Build oracles!.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bang, T.; Power, C.; Ameli, S.; Crooks, N.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>14th Conference on Innovative Data Systems Research, CIDR 2024, Chaminade, HI, USA, January 14-17, 2024</i>,  2024. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.cidrdb.org/cidr2024/papers/p47-bang.pdf\"\n     onclick=\"log_download('bang-power-ameli-crooks-hellerstein-optimizingtheclouddonttrainmodelsbuildoracles-2024', 'https://www.cidrdb.org/cidr2024/papers/p47-bang.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Optimizing the cloud? Don&#x27;t train models. Build oracles! [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bang-power-ameli-crooks-hellerstein-optimizingtheclouddonttrainmodelsbuildoracles-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bang-power-ameli-crooks-hellerstein-optimizingtheclouddonttrainmodelsbuildoracles-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/cidr/BangPACH24,\n  author       = {Tiemo Bang and\n                  Conor Power and\n                  Siavash Ameli and\n                  Natacha Crooks and\n                  Joseph M. Hellerstein},\n  title        = {Optimizing the cloud? Don&#x27;t train models. Build oracles!},\n  booktitle    = {14th Conference on Innovative Data Systems Research, {CIDR} 2024,\n                  Chaminade, HI, USA, January 14-17, 2024},\n  year         = {2024},\n  crossref     = {DBLP:conf/cidr/2024},\n  url          = {https://www.cidrdb.org/cidr2024/papers/p47-bang.pdf},\n  timestamp    = {Fri, 05 Apr 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cidr/BangPACH24.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"power-achalla-cottone-macasaet-hellerstein-wrappingringsinlatticesanalgebraicsymbiosisofincrementalviewmaintenanceandeventualconsistency-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3642976.3653031\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'power-achalla-cottone-macasaet-hellerstein-wrappingringsinlatticesanalgebraicsymbiosisofincrementalviewmaintenanceandeventualconsistency-2024', 'https://doi.org/10.1145/3642976.3653031', event);\">\n    Wrapping Rings in Lattices: An Algebraic Symbiosis of Incremental View Maintenance and Eventual Consistency.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Power, C.; Achalla, S.; Cottone, R.; Macasaet, N.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 11th Workshop on Principles and Practice of Consistency for Distributed Data, PaPoC 2024, Athens, Greece, 22 April 2024</i>, pages 15–22,  2024. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3642976.3653031\"\n     onclick=\"log_download('power-achalla-cottone-macasaet-hellerstein-wrappingringsinlatticesanalgebraicsymbiosisofincrementalviewmaintenanceandeventualconsistency-2024', 'https://doi.org/10.1145/3642976.3653031', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Wrapping Rings in Lattices: An Algebraic Symbiosis of Incremental View Maintenance and Eventual Consistency [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3642976.3653031\"\n     onclick=\"log_download('power-achalla-cottone-macasaet-hellerstein-wrappingringsinlatticesanalgebraicsymbiosisofincrementalviewmaintenanceandeventualconsistency-2024', 'http://doi.org/10.1145/3642976.3653031', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/power-achalla-cottone-macasaet-hellerstein-wrappingringsinlatticesanalgebraicsymbiosisofincrementalviewmaintenanceandeventualconsistency-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('power-achalla-cottone-macasaet-hellerstein-wrappingringsinlatticesanalgebraicsymbiosisofincrementalviewmaintenanceandeventualconsistency-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/papoc/PowerACMH24,\n  author       = {Conor Power and\n                  Saikrishna Achalla and\n                  Ryan Cottone and\n                  Nathaniel Macasaet and\n                  Joseph M. Hellerstein},\n  title        = {Wrapping Rings in Lattices: An Algebraic Symbiosis of Incremental\n                  View Maintenance and Eventual Consistency},\n  booktitle    = {Proceedings of the 11th Workshop on Principles and Practice of Consistency\n                  for Distributed Data, PaPoC 2024, Athens, Greece, 22 April 2024},\n  pages        = {15--22},\n  year         = {2024},\n  crossref     = {DBLP:conf/papoc/2024},\n  url          = {https://doi.org/10.1145/3642976.3653031},\n  doi          = {10.1145/3642976.3653031},\n  timestamp    = {Wed, 17 Apr 2024 11:35:34 +0200},\n  biburl       = {https://dblp.org/rec/conf/papoc/PowerACMH24.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chu-liu-crooks-hellerstein-howard-biggernotbaddersafelyscalingbftprotocols-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3642976.3653033\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chu-liu-crooks-hellerstein-howard-biggernotbaddersafelyscalingbftprotocols-2024', 'https://doi.org/10.1145/3642976.3653033', event);\">\n    Bigger, not Badder: Safely Scaling BFT Protocols.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chu, D. C. Y.; Liu, C.; Crooks, N.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Howard, H.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 11th Workshop on Principles and Practice of Consistency for Distributed Data, PaPoC 2024, Athens, Greece, 22 April 2024</i>, pages 30–36,  2024. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3642976.3653033\"\n     onclick=\"log_download('chu-liu-crooks-hellerstein-howard-biggernotbaddersafelyscalingbftprotocols-2024', 'https://doi.org/10.1145/3642976.3653033', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Bigger, not Badder: Safely Scaling BFT Protocols [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3642976.3653033\"\n     onclick=\"log_download('chu-liu-crooks-hellerstein-howard-biggernotbaddersafelyscalingbftprotocols-2024', 'http://doi.org/10.1145/3642976.3653033', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chu-liu-crooks-hellerstein-howard-biggernotbaddersafelyscalingbftprotocols-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chu-liu-crooks-hellerstein-howard-biggernotbaddersafelyscalingbftprotocols-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/papoc/ChuLCHH24,\n  author       = {David C. Y. Chu and\n                  Chris Liu and\n                  Natacha Crooks and\n                  Joseph M. Hellerstein and\n                  Heidi Howard},\n  title        = {Bigger, not Badder: Safely Scaling {BFT} Protocols},\n  booktitle    = {Proceedings of the 11th Workshop on Principles and Practice of Consistency\n                  for Distributed Data, PaPoC 2024, Athens, Greece, 22 April 2024},\n  pages        = {30--36},\n  year         = {2024},\n  crossref     = {DBLP:conf/papoc/2024},\n  url          = {https://doi.org/10.1145/3642976.3653033},\n  doi          = {10.1145/3642976.3653033},\n  timestamp    = {Wed, 17 Apr 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/papoc/ChuLCHH24.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shankar-garcia-hellerstein-parameswaran-wehavenoideahowmodelswillbehaveinproductionuntilproductionhowengineersoperationalizemachinelearning-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.48550/arXiv.2403.16795\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'shankar-garcia-hellerstein-parameswaran-wehavenoideahowmodelswillbehaveinproductionuntilproductionhowengineersoperationalizemachinelearning-2024', 'https://doi.org/10.48550/arXiv.2403.16795', event);\">\n    \"We Have No Idea How Models will Behave in Production until Production\": How Engineers Operationalize Machine Learning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Shankar, S.; Garcia, R.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Parameswaran, A. G.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2403.16795.  2024.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.48550/arXiv.2403.16795\"\n     onclick=\"log_download('shankar-garcia-hellerstein-parameswaran-wehavenoideahowmodelswillbehaveinproductionuntilproductionhowengineersoperationalizemachinelearning-2024', 'https://doi.org/10.48550/arXiv.2403.16795', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"&quot;We Have No Idea How Models will Behave in Production until Production&quot;: How Engineers Operationalize Machine Learning [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.48550/ARXIV.2403.16795\"\n     onclick=\"log_download('shankar-garcia-hellerstein-parameswaran-wehavenoideahowmodelswillbehaveinproductionuntilproductionhowengineersoperationalizemachinelearning-2024', 'http://doi.org/10.48550/ARXIV.2403.16795', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shankar-garcia-hellerstein-parameswaran-wehavenoideahowmodelswillbehaveinproductionuntilproductionhowengineersoperationalizemachinelearning-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shankar-garcia-hellerstein-parameswaran-wehavenoideahowmodelswillbehaveinproductionuntilproductionhowengineersoperationalizemachinelearning-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2403-16795,\n  author       = {Shreya Shankar and\n                  Rolando Garcia and\n                  Joseph M. Hellerstein and\n                  Aditya G. Parameswaran},\n  title        = {&quot;We Have No Idea How Models will Behave in Production until Production&quot;:\n                  How Engineers Operationalize Machine Learning},\n  journal      = {CoRR},\n  volume       = {abs/2403.16795},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2403.16795},\n  doi          = {10.48550/ARXIV.2403.16795},\n  eprinttype    = {arXiv},\n  eprint       = {2403.16795},\n  timestamp    = {Tue, 09 Apr 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-16795.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2023\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2023')\"\n      onkeypress=\"toggleGroup('group_2023')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2023</span>\n      <span class=\"bibbase_group_count\">\n        \n        (7)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"wooders-mo-narang-lin-stoica-hellerstein-crooks-gonzalez-ralfaccuracyawareschedulingforfeaturestoremaintenance-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.vldb.org/pvldb/vol17/p563-wooders.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wooders-mo-narang-lin-stoica-hellerstein-crooks-gonzalez-ralfaccuracyawareschedulingforfeaturestoremaintenance-2023', 'https://www.vldb.org/pvldb/vol17/p563-wooders.pdf', event);\">\n    RALF: Accuracy-Aware Scheduling for Feature Store Maintenance.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wooders, S.; Mo, X.; Narang, A.; Lin, K.; Stoica, I.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Crooks, N.;  and Gonzalez, J. E.\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 17(3): 563–576.  2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.vldb.org/pvldb/vol17/p563-wooders.pdf\"\n     onclick=\"log_download('wooders-mo-narang-lin-stoica-hellerstein-crooks-gonzalez-ralfaccuracyawareschedulingforfeaturestoremaintenance-2023', 'https://www.vldb.org/pvldb/vol17/p563-wooders.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"RALF: Accuracy-Aware Scheduling for Feature Store Maintenance [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wooders-mo-narang-lin-stoica-hellerstein-crooks-gonzalez-ralfaccuracyawareschedulingforfeaturestoremaintenance-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wooders-mo-narang-lin-stoica-hellerstein-crooks-gonzalez-ralfaccuracyawareschedulingforfeaturestoremaintenance-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/WoodersMNLSHCG23,\n  author       = {Sarah Wooders and\n                  Xiangxi Mo and\n                  Amit Narang and\n                  Kevin Lin and\n                  Ion Stoica and\n                  Joseph M. Hellerstein and\n                  Natacha Crooks and\n                  Joseph E. Gonzalez},\n  title        = {{RALF:} Accuracy-Aware Scheduling for Feature Store Maintenance},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {17},\n  number       = {3},\n  pages        = {563--576},\n  year         = {2023},\n  url          = {https://www.vldb.org/pvldb/vol17/p563-wooders.pdf},\n  timestamp    = {Tue, 26 Mar 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/pvldb/WoodersMNLSHCG23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-laddad-milano-power-samuel-invitedpaperinitialstepstowardacompilerfordistributedprograms-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3584684.3597272\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-laddad-milano-power-samuel-invitedpaperinitialstepstowardacompilerfordistributedprograms-2023', 'https://doi.org/10.1145/3584684.3597272', event);\">\n    Invited Paper: Initial Steps Toward a Compiler for Distributed Programs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Laddad, S.; Milano, M.; Power, C.;  and Samuel, M.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 5th workshop on Advanced tools, programming languages, and PLatforms for Implementing and Evaluating algorithms for Distributed systems, ApPLIED 2023, Orlando, FL, USA, 19 June 2023</i>, pages 5:1–5:10,  2023. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3584684.3597272\"\n     onclick=\"log_download('hellerstein-laddad-milano-power-samuel-invitedpaperinitialstepstowardacompilerfordistributedprograms-2023', 'https://doi.org/10.1145/3584684.3597272', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Invited Paper: Initial Steps Toward a Compiler for Distributed Programs [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3584684.3597272\"\n     onclick=\"log_download('hellerstein-laddad-milano-power-samuel-invitedpaperinitialstepstowardacompilerfordistributedprograms-2023', 'http://doi.org/10.1145/3584684.3597272', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-laddad-milano-power-samuel-invitedpaperinitialstepstowardacompilerfordistributedprograms-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-laddad-milano-power-samuel-invitedpaperinitialstepstowardacompilerfordistributedprograms-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/applied/HellersteinLMPS23,\n  author       = {Joseph M. Hellerstein and\n                  Shadaj Laddad and\n                  Mae Milano and\n                  Conor Power and\n                  Mingwei Samuel},\n  title        = {Invited Paper: Initial Steps Toward a Compiler for Distributed Programs},\n  booktitle    = {Proceedings of the 5th workshop on Advanced tools, programming languages,\n                  and PLatforms for Implementing and Evaluating algorithms for Distributed\n                  systems, ApPLIED 2023, Orlando, FL, USA, 19 June 2023},\n  pages        = {5:1--5:10},\n  year         = {2023},\n  crossref     = {DBLP:conf/applied/2023},\n  url          = {https://doi.org/10.1145/3584684.3597272},\n  doi          = {10.1145/3584684.3597272},\n  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/applied/HellersteinLMPS23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"cheng-chu-li-chan-crooks-hellerstein-stoica-yu-takeoutthetrachemaximizingtransactionalcachehitrate-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.usenix.org/conference/osdi23/presentation/cheng\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'cheng-chu-li-chan-crooks-hellerstein-stoica-yu-takeoutthetrachemaximizingtransactionalcachehitrate-2023', 'https://www.usenix.org/conference/osdi23/presentation/cheng', event);\">\n    Take Out the TraChe: Maximizing (Tra)nsactional Ca(che) Hit Rate.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Cheng, A.; Chu, D. C. Y.; Li, T.; Chan, J.; Crooks, N.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Stoica, I.;  and Yu, X.\n</span>\n\n  \n\n</span>\n\n  In <i>17th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2023, Boston, MA, USA, July 10-12, 2023</i>, pages 419–439,  2023. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.usenix.org/conference/osdi23/presentation/cheng\"\n     onclick=\"log_download('cheng-chu-li-chan-crooks-hellerstein-stoica-yu-takeoutthetrachemaximizingtransactionalcachehitrate-2023', 'https://www.usenix.org/conference/osdi23/presentation/cheng', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Take Out the TraChe: Maximizing (Tra)nsactional Ca(che) Hit Rate [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/cheng-chu-li-chan-crooks-hellerstein-stoica-yu-takeoutthetrachemaximizingtransactionalcachehitrate-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('cheng-chu-li-chan-crooks-hellerstein-stoica-yu-takeoutthetrachemaximizingtransactionalcachehitrate-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/osdi/ChengCLCCHSY23,\n  author       = {Audrey Cheng and\n                  David C. Y. Chu and\n                  Terrance Li and\n                  Jason Chan and\n                  Natacha Crooks and\n                  Joseph M. Hellerstein and\n                  Ion Stoica and\n                  Xiangyao Yu},\n  title        = {Take Out the TraChe: Maximizing (Tra)nsactional Ca(che) Hit Rate},\n  booktitle    = {17th {USENIX} Symposium on Operating Systems Design and Implementation,\n                  {OSDI} 2023, Boston, MA, USA, July 10-12, 2023},\n  pages        = {419--439},\n  year         = {2023},\n  crossref     = {DBLP:conf/osdi/2023},\n  url          = {https://www.usenix.org/conference/osdi23/presentation/cheng},\n  timestamp    = {Thu, 18 Apr 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/osdi/ChengCLCCHSY23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-laddad-milano-power-samuel-invitedpaperinitialstepstowardacompilerfordistributedprograms-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.48550/arXiv.2305.14614\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-laddad-milano-power-samuel-invitedpaperinitialstepstowardacompilerfordistributedprograms-2023', 'https://doi.org/10.48550/arXiv.2305.14614', event);\">\n    Invited Paper: Initial Steps Toward a Compiler for Distributed Programs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Laddad, S.; Milano, M.; Power, C.;  and Samuel, M.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2305.14614.  2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.48550/arXiv.2305.14614\"\n     onclick=\"log_download('hellerstein-laddad-milano-power-samuel-invitedpaperinitialstepstowardacompilerfordistributedprograms-2023', 'https://doi.org/10.48550/arXiv.2305.14614', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Invited Paper: Initial Steps Toward a Compiler for Distributed Programs [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.48550/ARXIV.2305.14614\"\n     onclick=\"log_download('hellerstein-laddad-milano-power-samuel-invitedpaperinitialstepstowardacompilerfordistributedprograms-2023', 'http://doi.org/10.48550/ARXIV.2305.14614', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-laddad-milano-power-samuel-invitedpaperinitialstepstowardacompilerfordistributedprograms-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-laddad-milano-power-samuel-invitedpaperinitialstepstowardacompilerfordistributedprograms-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2305-14614,\n  author       = {Joseph M. Hellerstein and\n                  Shadaj Laddad and\n                  Mae Milano and\n                  Conor Power and\n                  Mingwei Samuel},\n  title        = {Invited Paper: Initial Steps Toward a Compiler for Distributed Programs},\n  journal      = {CoRR},\n  volume       = {abs/2305.14614},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2305.14614},\n  doi          = {10.48550/ARXIV.2305.14614},\n  eprinttype    = {arXiv},\n  eprint       = {2305.14614},\n  timestamp    = {Tue, 06 Jun 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-14614.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"laddad-power-hou-cheung-hellerstein-optimizingstatefuldataflowwithlocalrewrites-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.48550/arXiv.2306.10585\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'laddad-power-hou-cheung-hellerstein-optimizingstatefuldataflowwithlocalrewrites-2023', 'https://doi.org/10.48550/arXiv.2306.10585', event);\">\n    Optimizing Stateful Dataflow with Local Rewrites.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Laddad, S.; Power, C.; Hou, T.; Cheung, A.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2306.10585.  2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.48550/arXiv.2306.10585\"\n     onclick=\"log_download('laddad-power-hou-cheung-hellerstein-optimizingstatefuldataflowwithlocalrewrites-2023', 'https://doi.org/10.48550/arXiv.2306.10585', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Optimizing Stateful Dataflow with Local Rewrites [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.48550/ARXIV.2306.10585\"\n     onclick=\"log_download('laddad-power-hou-cheung-hellerstein-optimizingstatefuldataflowwithlocalrewrites-2023', 'http://doi.org/10.48550/ARXIV.2306.10585', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/laddad-power-hou-cheung-hellerstein-optimizingstatefuldataflowwithlocalrewrites-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('laddad-power-hou-cheung-hellerstein-optimizingstatefuldataflowwithlocalrewrites-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2306-10585,\n  author       = {Shadaj Laddad and\n                  Conor Power and\n                  Tyler Hou and\n                  Alvin Cheung and\n                  Joseph M. Hellerstein},\n  title        = {Optimizing Stateful Dataflow with Local Rewrites},\n  journal      = {CoRR},\n  volume       = {abs/2306.10585},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2306.10585},\n  doi          = {10.48550/ARXIV.2306.10585},\n  eprinttype    = {arXiv},\n  eprint       = {2306.10585},\n  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-10585.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bang-power-ameli-crooks-hellerstein-optimizingtheclouddonttrainmodelsbuildoracles-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.48550/arXiv.2308.06815\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bang-power-ameli-crooks-hellerstein-optimizingtheclouddonttrainmodelsbuildoracles-2023', 'https://doi.org/10.48550/arXiv.2308.06815', event);\">\n    Optimizing the cloud? Don't train models. Build oracles!.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bang, T.; Power, C.; Ameli, S.; Crooks, N.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2308.06815.  2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.48550/arXiv.2308.06815\"\n     onclick=\"log_download('bang-power-ameli-crooks-hellerstein-optimizingtheclouddonttrainmodelsbuildoracles-2023', 'https://doi.org/10.48550/arXiv.2308.06815', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Optimizing the cloud? Don&#x27;t train models. Build oracles! [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.48550/ARXIV.2308.06815\"\n     onclick=\"log_download('bang-power-ameli-crooks-hellerstein-optimizingtheclouddonttrainmodelsbuildoracles-2023', 'http://doi.org/10.48550/ARXIV.2308.06815', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bang-power-ameli-crooks-hellerstein-optimizingtheclouddonttrainmodelsbuildoracles-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bang-power-ameli-crooks-hellerstein-optimizingtheclouddonttrainmodelsbuildoracles-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2308-06815,\n  author       = {Tiemo Bang and\n                  Conor Power and\n                  Siavash Ameli and\n                  Natacha Crooks and\n                  Joseph M. Hellerstein},\n  title        = {Optimizing the cloud? Don&#x27;t train models. Build oracles!},\n  journal      = {CoRR},\n  volume       = {abs/2308.06815},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2308.06815},\n  doi          = {10.48550/ARXIV.2308.06815},\n  eprinttype    = {arXiv},\n  eprint       = {2308.06815},\n  timestamp    = {Wed, 23 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-06815.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"garcia-dandamudi-matute-wan-gonzalez-hellerstein-sen-multiversionhindsightloggingforcontinuoustraining-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.48550/arXiv.2310.07898\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'garcia-dandamudi-matute-wan-gonzalez-hellerstein-sen-multiversionhindsightloggingforcontinuoustraining-2023', 'https://doi.org/10.48550/arXiv.2310.07898', event);\">\n    Multiversion Hindsight Logging for Continuous Training.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Garcia, R.; Dandamudi, A.; Matute, G.; Wan, L.; Gonzalez, J.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Sen, K.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2310.07898.  2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.48550/arXiv.2310.07898\"\n     onclick=\"log_download('garcia-dandamudi-matute-wan-gonzalez-hellerstein-sen-multiversionhindsightloggingforcontinuoustraining-2023', 'https://doi.org/10.48550/arXiv.2310.07898', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Multiversion Hindsight Logging for Continuous Training [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.48550/ARXIV.2310.07898\"\n     onclick=\"log_download('garcia-dandamudi-matute-wan-gonzalez-hellerstein-sen-multiversionhindsightloggingforcontinuoustraining-2023', 'http://doi.org/10.48550/ARXIV.2310.07898', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/garcia-dandamudi-matute-wan-gonzalez-hellerstein-sen-multiversionhindsightloggingforcontinuoustraining-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('garcia-dandamudi-matute-wan-gonzalez-hellerstein-sen-multiversionhindsightloggingforcontinuoustraining-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2310-07898,\n  author       = {Rolando Garcia and\n                  Anusha Dandamudi and\n                  Gabriel Matute and\n                  Lehan Wan and\n                  Joseph Gonzalez and\n                  Joseph M. Hellerstein and\n                  Koushik Sen},\n  title        = {Multiversion Hindsight Logging for Continuous Training},\n  journal      = {CoRR},\n  volume       = {abs/2310.07898},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2310.07898},\n  doi          = {10.48550/ARXIV.2310.07898},\n  eprinttype    = {arXiv},\n  eprint       = {2310.07898},\n  timestamp    = {Tue, 24 Oct 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-07898.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2022\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2022')\"\n      onkeypress=\"toggleGroup('group_2022')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2022</span>\n      <span class=\"bibbase_group_count\">\n        \n        (10)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"abadi-ailamaki-andersen-bailis-balazinska-bernstein-boncz-chaudhuri-etal-theseattlereportondatabaseresearch-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3524284\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'abadi-ailamaki-andersen-bailis-balazinska-bernstein-boncz-chaudhuri-etal-theseattlereportondatabaseresearch-2022', 'https://doi.org/10.1145/3524284', event);\">\n    The Seattle report on database research.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Abadi, D.; Ailamaki, A.; Andersen, D. G.; Bailis, P.; Balazinska, M.; Bernstein, P. A.; Boncz, P. A.; Chaudhuri, S.; Cheung, A.; Doan, A.; Dong, L.; Franklin, M. J.; Freire, J.; Halevy, A. Y.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Idreos, S.; Kossmann, D.; Kraska, T.; Krishnamurthy, S.; Markl, V.; Melnik, S.; Milo, T.; Mohan, C.; Neumann, T.; Ooi, B. C.; Ozcan, F.; Patel, J. M.; Pavlo, A.; Popa, R. A.; Ramakrishnan, R.; Ré, C.; Stonebraker, M.;  and Suciu, D.\n</span>\n\n  \n\n</span>\n\n  <i>Commun. ACM</i>, 65(8): 72–79.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3524284\"\n     onclick=\"log_download('abadi-ailamaki-andersen-bailis-balazinska-bernstein-boncz-chaudhuri-etal-theseattlereportondatabaseresearch-2022', 'https://doi.org/10.1145/3524284', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The Seattle report on database research [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3524284\"\n     onclick=\"log_download('abadi-ailamaki-andersen-bailis-balazinska-bernstein-boncz-chaudhuri-etal-theseattlereportondatabaseresearch-2022', 'http://doi.org/10.1145/3524284', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/abadi-ailamaki-andersen-bailis-balazinska-bernstein-boncz-chaudhuri-etal-theseattlereportondatabaseresearch-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('abadi-ailamaki-andersen-bailis-balazinska-bernstein-boncz-chaudhuri-etal-theseattlereportondatabaseresearch-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/cacm/AbadiAABBBBCCDD22,\n  author       = {Daniel Abadi and\n                  Anastasia Ailamaki and\n                  David G. Andersen and\n                  Peter Bailis and\n                  Magdalena Balazinska and\n                  Philip A. Bernstein and\n                  Peter A. Boncz and\n                  Surajit Chaudhuri and\n                  Alvin Cheung and\n                  AnHai Doan and\n                  Luna Dong and\n                  Michael J. Franklin and\n                  Juliana Freire and\n                  Alon Y. Halevy and\n                  Joseph M. Hellerstein and\n                  Stratos Idreos and\n                  Donald Kossmann and\n                  Tim Kraska and\n                  Sailesh Krishnamurthy and\n                  Volker Markl and\n                  Sergey Melnik and\n                  Tova Milo and\n                  C. Mohan and\n                  Thomas Neumann and\n                  Beng Chin Ooi and\n                  Fatma Ozcan and\n                  Jignesh M. Patel and\n                  Andrew Pavlo and\n                  Raluca A. Popa and\n                  Raghu Ramakrishnan and\n                  Christopher R{\\&#x27;{e}} and\n                  Michael Stonebraker and\n                  Dan Suciu},\n  title        = {The Seattle report on database research},\n  journal      = {Commun. {ACM}},\n  volume       = {65},\n  number       = {8},\n  pages        = {72--79},\n  year         = {2022},\n  url          = {https://doi.org/10.1145/3524284},\n  doi          = {10.1145/3524284},\n  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/cacm/AbadiAABBBBCCDD22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"laddad-power-milano-cheung-hellerstein-katarasynthesizingcrdtswithverifiedlifting-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3563336\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'laddad-power-milano-cheung-hellerstein-katarasynthesizingcrdtswithverifiedlifting-2022', 'https://doi.org/10.1145/3563336', event);\">\n    Katara: synthesizing CRDTs with verified lifting.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Laddad, S.; Power, C.; Milano, M.; Cheung, A.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Proc. ACM Program. Lang.</i>, 6(OOPSLA2): 1349–1377.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3563336\"\n     onclick=\"log_download('laddad-power-milano-cheung-hellerstein-katarasynthesizingcrdtswithverifiedlifting-2022', 'https://doi.org/10.1145/3563336', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Katara: synthesizing CRDTs with verified lifting [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3563336\"\n     onclick=\"log_download('laddad-power-milano-cheung-hellerstein-katarasynthesizingcrdtswithverifiedlifting-2022', 'http://doi.org/10.1145/3563336', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/laddad-power-milano-cheung-hellerstein-katarasynthesizingcrdtswithverifiedlifting-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('laddad-power-milano-cheung-hellerstein-katarasynthesizingcrdtswithverifiedlifting-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pacmpl/LaddadPMCH22,\n  author       = {Shadaj Laddad and\n                  Conor Power and\n                  Mae Milano and\n                  Alvin Cheung and\n                  Joseph M. Hellerstein},\n  title        = {Katara: synthesizing CRDTs with verified lifting},\n  journal      = {Proc. {ACM} Program. Lang.},\n  volume       = {6},\n  number       = {{OOPSLA2}},\n  pages        = {1349--1377},\n  year         = {2022},\n  url          = {https://doi.org/10.1145/3563336},\n  doi          = {10.1145/3563336},\n  timestamp    = {Mon, 05 Dec 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/pacmpl/LaddadPMCH22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"balazinska-chaudhuri-doan-hellerstein-kodavalla-pandis-zaharia-clouddatasystemswhataretheopportunitiesforthedatabaseresearchcommunity-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.vldb.org/pvldb/vol15/p3826-chaudhuri.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'balazinska-chaudhuri-doan-hellerstein-kodavalla-pandis-zaharia-clouddatasystemswhataretheopportunitiesforthedatabaseresearchcommunity-2022', 'https://www.vldb.org/pvldb/vol15/p3826-chaudhuri.pdf', event);\">\n    Cloud Data Systems: What are the Opportunities for the Database Research Community?.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Balazinska, M.; Chaudhuri, S.; Doan, A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Kodavalla, H.; Pandis, I.;  and Zaharia, M.\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 15(12): 3826–3827.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.vldb.org/pvldb/vol15/p3826-chaudhuri.pdf\"\n     onclick=\"log_download('balazinska-chaudhuri-doan-hellerstein-kodavalla-pandis-zaharia-clouddatasystemswhataretheopportunitiesforthedatabaseresearchcommunity-2022', 'https://www.vldb.org/pvldb/vol15/p3826-chaudhuri.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Cloud Data Systems: What are the Opportunities for the Database Research Community? [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.14778/3554821.3554905\"\n     onclick=\"log_download('balazinska-chaudhuri-doan-hellerstein-kodavalla-pandis-zaharia-clouddatasystemswhataretheopportunitiesforthedatabaseresearchcommunity-2022', 'http://doi.org/10.14778/3554821.3554905', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/balazinska-chaudhuri-doan-hellerstein-kodavalla-pandis-zaharia-clouddatasystemswhataretheopportunitiesforthedatabaseresearchcommunity-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('balazinska-chaudhuri-doan-hellerstein-kodavalla-pandis-zaharia-clouddatasystemswhataretheopportunitiesforthedatabaseresearchcommunity-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/BalazinskaCDHKP22,\n  author       = {Magdalena Balazinska and\n                  Surajit Chaudhuri and\n                  AnHai Doan and\n                  Joseph M. Hellerstein and\n                  Hanuma Kodavalla and\n                  Ippokratis Pandis and\n                  Matei Zaharia},\n  title        = {Cloud Data Systems: What are the Opportunities for the Database Research\n                  Community?},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {15},\n  number       = {12},\n  pages        = {3826--3827},\n  year         = {2022},\n  url          = {https://www.vldb.org/pvldb/vol15/p3826-chaudhuri.pdf},\n  doi          = {10.14778/3554821.3554905},\n  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/pvldb/BalazinskaCDHKP22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"laddad-power-milano-cheung-crooks-hellerstein-keepcalmandcrdton-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.vldb.org/pvldb/vol16/p856-power.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'laddad-power-milano-cheung-crooks-hellerstein-keepcalmandcrdton-2022', 'https://www.vldb.org/pvldb/vol16/p856-power.pdf', event);\">\n    Keep CALM and CRDT On.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Laddad, S.; Power, C.; Milano, M.; Cheung, A.; Crooks, N.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 16(4): 856–863.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.vldb.org/pvldb/vol16/p856-power.pdf\"\n     onclick=\"log_download('laddad-power-milano-cheung-crooks-hellerstein-keepcalmandcrdton-2022', 'https://www.vldb.org/pvldb/vol16/p856-power.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Keep CALM and CRDT On [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.14778/3574245.3574268\"\n     onclick=\"log_download('laddad-power-milano-cheung-crooks-hellerstein-keepcalmandcrdton-2022', 'http://doi.org/10.14778/3574245.3574268', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/laddad-power-milano-cheung-crooks-hellerstein-keepcalmandcrdton-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('laddad-power-milano-cheung-crooks-hellerstein-keepcalmandcrdton-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/LaddadPMCCH22,\n  author       = {Shadaj Laddad and\n                  Conor Power and\n                  Mae Milano and\n                  Alvin Cheung and\n                  Natacha Crooks and\n                  Joseph M. Hellerstein},\n  title        = {Keep {CALM} and {CRDT} On},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {16},\n  number       = {4},\n  pages        = {856--863},\n  year         = {2022},\n  url          = {https://www.vldb.org/pvldb/vol16/p856-power.pdf},\n  doi          = {10.14778/3574245.3574268},\n  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/pvldb/LaddadPMCCH22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wu-chang-hellerstein-satyanarayan-wu-dielinteractivevisualizationbeyondthehereandnow-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/TVCG.2021.3114796\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wu-chang-hellerstein-satyanarayan-wu-dielinteractivevisualizationbeyondthehereandnow-2022', 'https://doi.org/10.1109/TVCG.2021.3114796', event);\">\n    DIEL: Interactive Visualization Beyond the Here and Now.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wu, Y.; Chang, R.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Satyanarayan, A.;  and Wu, E.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Trans. Vis. Comput. Graph.</i>, 28(1): 737–746.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/TVCG.2021.3114796\"\n     onclick=\"log_download('wu-chang-hellerstein-satyanarayan-wu-dielinteractivevisualizationbeyondthehereandnow-2022', 'https://doi.org/10.1109/TVCG.2021.3114796', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"DIEL: Interactive Visualization Beyond the Here and Now [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/TVCG.2021.3114796\"\n     onclick=\"log_download('wu-chang-hellerstein-satyanarayan-wu-dielinteractivevisualizationbeyondthehereandnow-2022', 'http://doi.org/10.1109/TVCG.2021.3114796', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wu-chang-hellerstein-satyanarayan-wu-dielinteractivevisualizationbeyondthehereandnow-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wu-chang-hellerstein-satyanarayan-wu-dielinteractivevisualizationbeyondthehereandnow-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/tvcg/WuCHSW22,\n  author       = {Yifan Wu and\n                  Remco Chang and\n                  Joseph M. Hellerstein and\n                  Arvind Satyanarayan and\n                  Eugene Wu},\n  title        = {{DIEL:} Interactive Visualization Beyond the Here and Now},\n  journal      = {{IEEE} Trans. Vis. Comput. Graph.},\n  volume       = {28},\n  number       = {1},\n  pages        = {737--746},\n  year         = {2022},\n  url          = {https://doi.org/10.1109/TVCG.2021.3114796},\n  doi          = {10.1109/TVCG.2021.3114796},\n  timestamp    = {Wed, 05 Jan 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tvcg/WuCHSW22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-parameswaran-pilotingdataengineeringatberkeley-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3531072.3535324\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-parameswaran-pilotingdataengineeringatberkeley-2022', 'https://doi.org/10.1145/3531072.3535324', event);\">\n    Piloting Data Engineering at Berkeley.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Parameswaran, A. G.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 1st ACM SIGMOD International Workshop on Data Systems Education: Bridging Education Practice with Education Research, DataEd@SIGMOD 2022, 17 June 2022, Philadelphia, PA, USA</i>, pages 38–43,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3531072.3535324\"\n     onclick=\"log_download('hellerstein-parameswaran-pilotingdataengineeringatberkeley-2022', 'https://doi.org/10.1145/3531072.3535324', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Piloting Data Engineering at Berkeley [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3531072.3535324\"\n     onclick=\"log_download('hellerstein-parameswaran-pilotingdataengineeringatberkeley-2022', 'http://doi.org/10.1145/3531072.3535324', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-parameswaran-pilotingdataengineeringatberkeley-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-parameswaran-pilotingdataengineeringatberkeley-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/dataed/HellersteinP22,\n  author       = {Joseph M. Hellerstein and\n                  Aditya G. Parameswaran},\n  title        = {Piloting Data Engineering at Berkeley},\n  booktitle    = {Proceedings of the 1st {ACM} {SIGMOD} International Workshop on Data\n                  Systems Education: Bridging Education Practice with Education Research,\n                  DataEd@SIGMOD 2022, 17 June 2022, Philadelphia, PA, {USA}},\n  pages        = {38--43},\n  year         = {2022},\n  crossref     = {DBLP:conf/dataed/2022},\n  url          = {https://doi.org/10.1145/3531072.3535324},\n  doi          = {10.1145/3531072.3535324},\n  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/dataed/HellersteinP22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chasins-cheung-crooks-ghodsi-goldberg-gonzalez-hellerstein-jordan-etal-theskyabovetheclouds-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.48550/arXiv.2205.07147\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chasins-cheung-crooks-ghodsi-goldberg-gonzalez-hellerstein-jordan-etal-theskyabovetheclouds-2022', 'https://doi.org/10.48550/arXiv.2205.07147', event);\">\n    The Sky Above The Clouds.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chasins, S. E.; Cheung, A.; Crooks, N.; Ghodsi, A.; Goldberg, K.; Gonzalez, J. E.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Jordan, M. I.; Joseph, A. D.; Mahoney, M. W.; Parameswaran, A. G.; Patterson, D. A.; Popa, R. A.; Sen, K.; Shenker, S.; Song, D.;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2205.07147.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.48550/arXiv.2205.07147\"\n     onclick=\"log_download('chasins-cheung-crooks-ghodsi-goldberg-gonzalez-hellerstein-jordan-etal-theskyabovetheclouds-2022', 'https://doi.org/10.48550/arXiv.2205.07147', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The Sky Above The Clouds [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.48550/ARXIV.2205.07147\"\n     onclick=\"log_download('chasins-cheung-crooks-ghodsi-goldberg-gonzalez-hellerstein-jordan-etal-theskyabovetheclouds-2022', 'http://doi.org/10.48550/ARXIV.2205.07147', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chasins-cheung-crooks-ghodsi-goldberg-gonzalez-hellerstein-jordan-etal-theskyabovetheclouds-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chasins-cheung-crooks-ghodsi-goldberg-gonzalez-hellerstein-jordan-etal-theskyabovetheclouds-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2205-07147,\n  author       = {Sarah E. Chasins and\n                  Alvin Cheung and\n                  Natacha Crooks and\n                  Ali Ghodsi and\n                  Ken Goldberg and\n                  Joseph E. Gonzalez and\n                  Joseph M. Hellerstein and\n                  Michael I. Jordan and\n                  Anthony D. Joseph and\n                  Michael W. Mahoney and\n                  Aditya G. Parameswaran and\n                  David A. Patterson and\n                  Raluca Ada Popa and\n                  Koushik Sen and\n                  Scott Shenker and\n                  Dawn Song and\n                  Ion Stoica},\n  title        = {The Sky Above The Clouds},\n  journal      = {CoRR},\n  volume       = {abs/2205.07147},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2205.07147},\n  doi          = {10.48550/ARXIV.2205.07147},\n  eprinttype    = {arXiv},\n  eprint       = {2205.07147},\n  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-07147.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"laddad-power-milano-cheung-hellerstein-synthesizingcrdtsfromsequentialdatatypeswithverifiedlifting-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.48550/arXiv.2205.12425\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'laddad-power-milano-cheung-hellerstein-synthesizingcrdtsfromsequentialdatatypeswithverifiedlifting-2022', 'https://doi.org/10.48550/arXiv.2205.12425', event);\">\n    Synthesizing CRDTs from Sequential Data Types with Verified Lifting.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Laddad, S.; Power, C.; Milano, M.; Cheung, A.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2205.12425.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.48550/arXiv.2205.12425\"\n     onclick=\"log_download('laddad-power-milano-cheung-hellerstein-synthesizingcrdtsfromsequentialdatatypeswithverifiedlifting-2022', 'https://doi.org/10.48550/arXiv.2205.12425', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Synthesizing CRDTs from Sequential Data Types with Verified Lifting [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.48550/ARXIV.2205.12425\"\n     onclick=\"log_download('laddad-power-milano-cheung-hellerstein-synthesizingcrdtsfromsequentialdatatypeswithverifiedlifting-2022', 'http://doi.org/10.48550/ARXIV.2205.12425', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/laddad-power-milano-cheung-hellerstein-synthesizingcrdtsfromsequentialdatatypeswithverifiedlifting-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('laddad-power-milano-cheung-hellerstein-synthesizingcrdtsfromsequentialdatatypeswithverifiedlifting-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2205-12425,\n  author       = {Shadaj Laddad and\n                  Conor Power and\n                  Mae Milano and\n                  Alvin Cheung and\n                  Joseph M. Hellerstein},\n  title        = {Synthesizing CRDTs from Sequential Data Types with Verified Lifting},\n  journal      = {CoRR},\n  volume       = {abs/2205.12425},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2205.12425},\n  doi          = {10.48550/ARXIV.2205.12425},\n  eprinttype    = {arXiv},\n  eprint       = {2205.12425},\n  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-12425.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shankar-garcia-hellerstein-parameswaran-operationalizingmachinelearninganinterviewstudy-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.48550/arXiv.2209.09125\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'shankar-garcia-hellerstein-parameswaran-operationalizingmachinelearninganinterviewstudy-2022', 'https://doi.org/10.48550/arXiv.2209.09125', event);\">\n    Operationalizing Machine Learning: An Interview Study.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Shankar, S.; Garcia, R.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Parameswaran, A. G.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2209.09125.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.48550/arXiv.2209.09125\"\n     onclick=\"log_download('shankar-garcia-hellerstein-parameswaran-operationalizingmachinelearninganinterviewstudy-2022', 'https://doi.org/10.48550/arXiv.2209.09125', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Operationalizing Machine Learning: An Interview Study [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.48550/ARXIV.2209.09125\"\n     onclick=\"log_download('shankar-garcia-hellerstein-parameswaran-operationalizingmachinelearninganinterviewstudy-2022', 'http://doi.org/10.48550/ARXIV.2209.09125', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shankar-garcia-hellerstein-parameswaran-operationalizingmachinelearninganinterviewstudy-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shankar-garcia-hellerstein-parameswaran-operationalizingmachinelearninganinterviewstudy-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2209-09125,\n  author       = {Shreya Shankar and\n                  Rolando Garcia and\n                  Joseph M. Hellerstein and\n                  Aditya G. Parameswaran},\n  title        = {Operationalizing Machine Learning: An Interview Study},\n  journal      = {CoRR},\n  volume       = {abs/2209.09125},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2209.09125},\n  doi          = {10.48550/ARXIV.2209.09125},\n  eprinttype    = {arXiv},\n  eprint       = {2209.09125},\n  timestamp    = {Wed, 28 Sep 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2209-09125.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"laddad-power-milano-cheung-crooks-hellerstein-keepcalmandcrdton-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.48550/arXiv.2210.12605\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'laddad-power-milano-cheung-crooks-hellerstein-keepcalmandcrdton-2022', 'https://doi.org/10.48550/arXiv.2210.12605', event);\">\n    Keep CALM and CRDT On.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Laddad, S.; Power, C.; Milano, M.; Cheung, A.; Crooks, N.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2210.12605.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.48550/arXiv.2210.12605\"\n     onclick=\"log_download('laddad-power-milano-cheung-crooks-hellerstein-keepcalmandcrdton-2022', 'https://doi.org/10.48550/arXiv.2210.12605', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Keep CALM and CRDT On [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.48550/ARXIV.2210.12605\"\n     onclick=\"log_download('laddad-power-milano-cheung-crooks-hellerstein-keepcalmandcrdton-2022', 'http://doi.org/10.48550/ARXIV.2210.12605', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/laddad-power-milano-cheung-crooks-hellerstein-keepcalmandcrdton-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('laddad-power-milano-cheung-crooks-hellerstein-keepcalmandcrdton-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2210-12605,\n  author       = {Shadaj Laddad and\n                  Conor Power and\n                  Mae Milano and\n                  Alvin Cheung and\n                  Natacha Crooks and\n                  Joseph M. Hellerstein},\n  title        = {Keep {CALM} and {CRDT} On},\n  journal      = {CoRR},\n  volume       = {abs/2210.12605},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2210.12605},\n  doi          = {10.48550/ARXIV.2210.12605},\n  eprinttype    = {arXiv},\n  eprint       = {2210.12605},\n  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-12605.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2021\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2021')\"\n      onkeypress=\"toggleGroup('group_2021')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2021</span>\n      <span class=\"bibbase_group_count\">\n        \n        (14)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"xin-petersohn-tang-wu-gonzalez-hellerstein-joseph-parameswaran-enhancingtheinteractivityofdataframequeriesbyleveragingthinktime-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://sites.computer.org/debull/A21mar/p66.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'xin-petersohn-tang-wu-gonzalez-hellerstein-joseph-parameswaran-enhancingtheinteractivityofdataframequeriesbyleveragingthinktime-2021', 'http://sites.computer.org/debull/A21mar/p66.pdf', event);\">\n    Enhancing the Interactivity of Dataframe Queries by Leveraging Think Time.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://bibbase.org/show?msg=embed&bib=https://dblp.org/pid/135/0135.bib\">Xin, D.</a>; Petersohn, D.; Tang, D.; Wu, Y.; Gonzalez, J. E.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Joseph, A. D.;  and Parameswaran, A. G.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Data Eng. Bull.</i>, 44(1): 66–78.  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://sites.computer.org/debull/A21mar/p66.pdf\"\n     onclick=\"log_download('xin-petersohn-tang-wu-gonzalez-hellerstein-joseph-parameswaran-enhancingtheinteractivityofdataframequeriesbyleveragingthinktime-2021', 'http://sites.computer.org/debull/A21mar/p66.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Enhancing the Interactivity of Dataframe Queries by Leveraging Think Time [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/xin-petersohn-tang-wu-gonzalez-hellerstein-joseph-parameswaran-enhancingtheinteractivityofdataframequeriesbyleveragingthinktime-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('xin-petersohn-tang-wu-gonzalez-hellerstein-joseph-parameswaran-enhancingtheinteractivityofdataframequeriesbyleveragingthinktime-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/debu/XinPTWGHJP21,\n  author       = {Doris Xin and\n                  Devin Petersohn and\n                  Dixin Tang and\n                  Yifan Wu and\n                  Joseph E. Gonzalez and\n                  Joseph M. Hellerstein and\n                  Anthony D. Joseph and\n                  Aditya G. Parameswaran},\n  title        = {Enhancing the Interactivity of Dataframe Queries by Leveraging Think\n                  Time},\n  journal      = {{IEEE} Data Eng. Bull.},\n  volume       = {44},\n  number       = {1},\n  pages        = {66--78},\n  year         = {2021},\n  url          = {http://sites.computer.org/debull/A21mar/p66.pdf},\n  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/debu/XinPTWGHJP21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"whittaker-giridharan-szekeres-hellerstein-howard-nawab-stoica-solutionmatchmakerpaxosareconfigurableconsensusprotocol-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.5070/sr31154842\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'whittaker-giridharan-szekeres-hellerstein-howard-nawab-stoica-solutionmatchmakerpaxosareconfigurableconsensusprotocol-2021', 'https://doi.org/10.5070/sr31154842', event);\">\n    [Solution] Matchmaker Paxos: A Reconfigurable Consensus Protocol.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Whittaker, M. J.; Giridharan, N.; Szekeres, A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Howard, H.; Nawab, F.;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  <i>J. Syst. Res.</i>, 1(1).  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.5070/sr31154842\"\n     onclick=\"log_download('whittaker-giridharan-szekeres-hellerstein-howard-nawab-stoica-solutionmatchmakerpaxosareconfigurableconsensusprotocol-2021', 'https://doi.org/10.5070/sr31154842', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"[Solution] Matchmaker Paxos: A Reconfigurable Consensus Protocol [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.5070/SR31154842\"\n     onclick=\"log_download('whittaker-giridharan-szekeres-hellerstein-howard-nawab-stoica-solutionmatchmakerpaxosareconfigurableconsensusprotocol-2021', 'http://doi.org/10.5070/SR31154842', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/whittaker-giridharan-szekeres-hellerstein-howard-nawab-stoica-solutionmatchmakerpaxosareconfigurableconsensusprotocol-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('whittaker-giridharan-szekeres-hellerstein-howard-nawab-stoica-solutionmatchmakerpaxosareconfigurableconsensusprotocol-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/jsys/WhittakerGSHHNS21,\n  author       = {Michael J. Whittaker and\n                  Neil Giridharan and\n                  Adriana Szekeres and\n                  Joseph M. Hellerstein and\n                  Heidi Howard and\n                  Faisal Nawab and\n                  Ion Stoica},\n  title        = {[Solution] Matchmaker Paxos: {A} Reconfigurable Consensus Protocol},\n  journal      = {J. Syst. Res.},\n  volume       = {1},\n  number       = {1},\n  year         = {2021},\n  url          = {https://doi.org/10.5070/sr31154842},\n  doi          = {10.5070/SR31154842},\n  timestamp    = {Wed, 01 Feb 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/jsys/WhittakerGSHHNS21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"whittaker-giridharan-szekeres-hellerstein-stoica-sokageneralizedmultileaderstatemachinereplicationtutorial-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.5070/sr31154817\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'whittaker-giridharan-szekeres-hellerstein-stoica-sokageneralizedmultileaderstatemachinereplicationtutorial-2021', 'https://doi.org/10.5070/sr31154817', event);\">\n    SoK: A Generalized Multi-Leader State Machine Replication Tutorial.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Whittaker, M. J.; Giridharan, N.; Szekeres, A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  <i>J. Syst. Res.</i>, 1(1).  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.5070/sr31154817\"\n     onclick=\"log_download('whittaker-giridharan-szekeres-hellerstein-stoica-sokageneralizedmultileaderstatemachinereplicationtutorial-2021', 'https://doi.org/10.5070/sr31154817', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"SoK: A Generalized Multi-Leader State Machine Replication Tutorial [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.5070/SR31154817\"\n     onclick=\"log_download('whittaker-giridharan-szekeres-hellerstein-stoica-sokageneralizedmultileaderstatemachinereplicationtutorial-2021', 'http://doi.org/10.5070/SR31154817', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/whittaker-giridharan-szekeres-hellerstein-stoica-sokageneralizedmultileaderstatemachinereplicationtutorial-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('whittaker-giridharan-szekeres-hellerstein-stoica-sokageneralizedmultileaderstatemachinereplicationtutorial-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/jsys/WhittakerGSHS21,\n  author       = {Michael J. Whittaker and\n                  Neil Giridharan and\n                  Adriana Szekeres and\n                  Joseph M. Hellerstein and\n                  Ion Stoica},\n  title        = {SoK: {A} Generalized Multi-Leader State Machine Replication Tutorial},\n  journal      = {J. Syst. Res.},\n  volume       = {1},\n  number       = {1},\n  year         = {2021},\n  url          = {https://doi.org/10.5070/sr31154817},\n  doi          = {10.5070/SR31154817},\n  timestamp    = {Wed, 01 Feb 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/jsys/WhittakerGSHS21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"whittaker-ailijiang-charapko-demirbas-giridharan-hellerstein-howard-stoica-etal-scalingreplicatedstatemachineswithcompartmentalization-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/pvldb/vol14/p2203-whittaker.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'whittaker-ailijiang-charapko-demirbas-giridharan-hellerstein-howard-stoica-etal-scalingreplicatedstatemachineswithcompartmentalization-2021', 'http://www.vldb.org/pvldb/vol14/p2203-whittaker.pdf', event);\">\n    Scaling Replicated State Machines with Compartmentalization.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Whittaker, M. J.; Ailijiang, A.; Charapko, A.; Demirbas, M.; Giridharan, N.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Howard, H.; Stoica, I.;  and Szekeres, A.\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 14(11): 2203–2215.  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/pvldb/vol14/p2203-whittaker.pdf\"\n     onclick=\"log_download('whittaker-ailijiang-charapko-demirbas-giridharan-hellerstein-howard-stoica-etal-scalingreplicatedstatemachineswithcompartmentalization-2021', 'http://www.vldb.org/pvldb/vol14/p2203-whittaker.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Scaling Replicated State Machines with Compartmentalization [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.14778/3476249.3476273\"\n     onclick=\"log_download('whittaker-ailijiang-charapko-demirbas-giridharan-hellerstein-howard-stoica-etal-scalingreplicatedstatemachineswithcompartmentalization-2021', 'http://doi.org/10.14778/3476249.3476273', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/whittaker-ailijiang-charapko-demirbas-giridharan-hellerstein-howard-stoica-etal-scalingreplicatedstatemachineswithcompartmentalization-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('whittaker-ailijiang-charapko-demirbas-giridharan-hellerstein-howard-stoica-etal-scalingreplicatedstatemachineswithcompartmentalization-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/WhittakerACDGHH21,\n  author       = {Michael J. Whittaker and\n                  Ailidani Ailijiang and\n                  Aleksey Charapko and\n                  Murat Demirbas and\n                  Neil Giridharan and\n                  Joseph M. Hellerstein and\n                  Heidi Howard and\n                  Ion Stoica and\n                  Adriana Szekeres},\n  title        = {Scaling Replicated State Machines with Compartmentalization},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {14},\n  number       = {11},\n  pages        = {2203--2215},\n  year         = {2021},\n  url          = {http://www.vldb.org/pvldb/vol14/p2203-whittaker.pdf},\n  doi          = {10.14778/3476249.3476273},\n  timestamp    = {Thu, 21 Apr 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/pvldb/WhittakerACDGHH21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wu-faleiro-lin-hellerstein-annaakvsforanyscale-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/TKDE.2019.2898401\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wu-faleiro-lin-hellerstein-annaakvsforanyscale-2021', 'https://doi.org/10.1109/TKDE.2019.2898401', event);\">\n    Anna: A KVS for Any Scale.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wu, C.; Faleiro, J. M.; Lin, Y.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Trans. Knowl. Data Eng.</i>, 33(2): 344–358.  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/TKDE.2019.2898401\"\n     onclick=\"log_download('wu-faleiro-lin-hellerstein-annaakvsforanyscale-2021', 'https://doi.org/10.1109/TKDE.2019.2898401', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Anna: A KVS for Any Scale [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/TKDE.2019.2898401\"\n     onclick=\"log_download('wu-faleiro-lin-hellerstein-annaakvsforanyscale-2021', 'http://doi.org/10.1109/TKDE.2019.2898401', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wu-faleiro-lin-hellerstein-annaakvsforanyscale-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wu-faleiro-lin-hellerstein-annaakvsforanyscale-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/tkde/WuFLH21,\n  author       = {Chenggang Wu and\n                  Jose M. Faleiro and\n                  Yihan Lin and\n                  Joseph M. Hellerstein},\n  title        = {Anna: {A} {KVS} for Any Scale},\n  journal      = {{IEEE} Trans. Knowl. Data Eng.},\n  volume       = {33},\n  number       = {2},\n  pages        = {344--358},\n  year         = {2021},\n  url          = {https://doi.org/10.1109/TKDE.2019.2898401},\n  doi          = {10.1109/TKDE.2019.2898401},\n  timestamp    = {Tue, 26 Jan 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tkde/WuFLH21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wu-sreekanti-hellerstein-autoscalingtieredcloudstorageinanna-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1007/s00778-020-00632-7\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wu-sreekanti-hellerstein-autoscalingtieredcloudstorageinanna-2021', 'https://doi.org/10.1007/s00778-020-00632-7', event);\">\n    Autoscaling tiered cloud storage in Anna.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wu, C.; Sreekanti, V.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>VLDB J.</i>, 30(1): 25–43.  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1007/s00778-020-00632-7\"\n     onclick=\"log_download('wu-sreekanti-hellerstein-autoscalingtieredcloudstorageinanna-2021', 'https://doi.org/10.1007/s00778-020-00632-7', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Autoscaling tiered cloud storage in Anna [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/S00778-020-00632-7\"\n     onclick=\"log_download('wu-sreekanti-hellerstein-autoscalingtieredcloudstorageinanna-2021', 'http://doi.org/10.1007/S00778-020-00632-7', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wu-sreekanti-hellerstein-autoscalingtieredcloudstorageinanna-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wu-sreekanti-hellerstein-autoscalingtieredcloudstorageinanna-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/vldb/WuSH21,\n  author       = {Chenggang Wu and\n                  Vikram Sreekanti and\n                  Joseph M. Hellerstein},\n  title        = {Autoscaling tiered cloud storage in Anna},\n  journal      = {{VLDB} J.},\n  volume       = {30},\n  number       = {1},\n  pages        = {25--43},\n  year         = {2021},\n  url          = {https://doi.org/10.1007/s00778-020-00632-7},\n  doi          = {10.1007/S00778-020-00632-7},\n  timestamp    = {Tue, 23 Mar 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/vldb/WuSH21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"whittaker-hellerstein-interactivechecksforcoordinationavoidance-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1007/s00778-020-00628-3\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'whittaker-hellerstein-interactivechecksforcoordinationavoidance-2021', 'https://doi.org/10.1007/s00778-020-00628-3', event);\">\n    Interactive checks for coordination avoidance.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Whittaker, M. J.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>VLDB J.</i>, 30(1): 71–92.  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1007/s00778-020-00628-3\"\n     onclick=\"log_download('whittaker-hellerstein-interactivechecksforcoordinationavoidance-2021', 'https://doi.org/10.1007/s00778-020-00628-3', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Interactive checks for coordination avoidance [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/S00778-020-00628-3\"\n     onclick=\"log_download('whittaker-hellerstein-interactivechecksforcoordinationavoidance-2021', 'http://doi.org/10.1007/S00778-020-00628-3', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/whittaker-hellerstein-interactivechecksforcoordinationavoidance-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('whittaker-hellerstein-interactivechecksforcoordinationavoidance-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/vldb/WhittakerH21,\n  author       = {Michael J. Whittaker and\n                  Joseph M. Hellerstein},\n  title        = {Interactive checks for coordination avoidance},\n  journal      = {{VLDB} J.},\n  volume       = {30},\n  number       = {1},\n  pages        = {71--92},\n  year         = {2021},\n  url          = {https://doi.org/10.1007/s00778-020-00628-3},\n  doi          = {10.1007/S00778-020-00628-3},\n  timestamp    = {Fri, 25 Feb 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/vldb/WhittakerH21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"cheung-crooks-hellerstein-milano-newdirectionsincloudprogramming-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://cidrdb.org/cidr2021/papers/cidr2021\\_paper16.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'cheung-crooks-hellerstein-milano-newdirectionsincloudprogramming-2021', 'http://cidrdb.org/cidr2021/papers/cidr2021\\_paper16.pdf', event);\">\n    New Directions in Cloud Programming.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Cheung, A.; Crooks, N.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Milano, M.\n</span>\n\n  \n\n</span>\n\n  In <i>11th Conference on Innovative Data Systems Research, CIDR 2021, Virtual Event, January 11-15, 2021, Online Proceedings</i>,  2021. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://cidrdb.org/cidr2021/papers/cidr2021\\_paper16.pdf\"\n     onclick=\"log_download('cheung-crooks-hellerstein-milano-newdirectionsincloudprogramming-2021', 'http://cidrdb.org/cidr2021/papers/cidr2021\\_paper16.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"New Directions in Cloud Programming [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/cheung-crooks-hellerstein-milano-newdirectionsincloudprogramming-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('cheung-crooks-hellerstein-milano-newdirectionsincloudprogramming-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/cidr/CheungCHM21,\n  author       = {Alvin Cheung and\n                  Natacha Crooks and\n                  Joseph M. Hellerstein and\n                  Mae Milano},\n  title        = {New Directions in Cloud Programming},\n  booktitle    = {11th Conference on Innovative Data Systems Research, {CIDR} 2021,\n                  Virtual Event, January 11-15, 2021, Online Proceedings},\n  year         = {2021},\n  crossref     = {DBLP:conf/cidr/2021},\n  url          = {http://cidrdb.org/cidr2021/papers/cidr2021\\_paper16.pdf},\n  timestamp    = {Tue, 25 Oct 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cidr/CheungCHM21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"whittaker-charapko-hellerstein-howard-stoica-readwritequorumsystemsmadepractical-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3447865.3457962\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'whittaker-charapko-hellerstein-howard-stoica-readwritequorumsystemsmadepractical-2021', 'https://doi.org/10.1145/3447865.3457962', event);\">\n    Read-Write Quorum Systems Made Practical.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Whittaker, M. J.; Charapko, A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Howard, H.;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  In <i>PaPoC@EuroSys 2021, 8th Workshop on Principles and Practice of Consistency for Distributed Data, Online Event, United Kingdom, April 26, 2021</i>, pages 7:1–7:8,  2021. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3447865.3457962\"\n     onclick=\"log_download('whittaker-charapko-hellerstein-howard-stoica-readwritequorumsystemsmadepractical-2021', 'https://doi.org/10.1145/3447865.3457962', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Read-Write Quorum Systems Made Practical [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3447865.3457962\"\n     onclick=\"log_download('whittaker-charapko-hellerstein-howard-stoica-readwritequorumsystemsmadepractical-2021', 'http://doi.org/10.1145/3447865.3457962', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/whittaker-charapko-hellerstein-howard-stoica-readwritequorumsystemsmadepractical-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('whittaker-charapko-hellerstein-howard-stoica-readwritequorumsystemsmadepractical-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/eurosys/WhittakerCHHS21,\n  author       = {Michael J. Whittaker and\n                  Aleksey Charapko and\n                  Joseph M. Hellerstein and\n                  Heidi Howard and\n                  Ion Stoica},\n  title        = {Read-Write Quorum Systems Made Practical},\n  booktitle    = {PaPoC@EuroSys 2021, 8th Workshop on Principles and Practice of Consistency\n                  for Distributed Data, Online Event, United Kingdom, April 26, 2021},\n  pages        = {7:1--7:8},\n  year         = {2021},\n  crossref     = {DBLP:conf/eurosys/2021papoc},\n  url          = {https://doi.org/10.1145/3447865.3457962},\n  doi          = {10.1145/3447865.3457962},\n  timestamp    = {Fri, 25 Feb 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/eurosys/WhittakerCHHS21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"anand-ichnowski-wu-hellerstein-gonzalez-goldberg-serverlessmultiquerymotionplanningforfogrobotics-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/ICRA48506.2021.9561571\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'anand-ichnowski-wu-hellerstein-gonzalez-goldberg-serverlessmultiquerymotionplanningforfogrobotics-2021', 'https://doi.org/10.1109/ICRA48506.2021.9561571', event);\">\n    Serverless Multi-Query Motion Planning for Fog Robotics.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Anand, R.; Ichnowski, J.; Wu, C.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Gonzalez, J. E.;  and Goldberg, K.\n</span>\n\n  \n\n</span>\n\n  In <i>IEEE International Conference on Robotics and Automation, ICRA 2021, Xi'an, China, May 30 - June 5, 2021</i>, pages 7457–7463,  2021. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/ICRA48506.2021.9561571\"\n     onclick=\"log_download('anand-ichnowski-wu-hellerstein-gonzalez-goldberg-serverlessmultiquerymotionplanningforfogrobotics-2021', 'https://doi.org/10.1109/ICRA48506.2021.9561571', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Serverless Multi-Query Motion Planning for Fog Robotics [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/ICRA48506.2021.9561571\"\n     onclick=\"log_download('anand-ichnowski-wu-hellerstein-gonzalez-goldberg-serverlessmultiquerymotionplanningforfogrobotics-2021', 'http://doi.org/10.1109/ICRA48506.2021.9561571', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/anand-ichnowski-wu-hellerstein-gonzalez-goldberg-serverlessmultiquerymotionplanningforfogrobotics-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('anand-ichnowski-wu-hellerstein-gonzalez-goldberg-serverlessmultiquerymotionplanningforfogrobotics-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/icra/AnandI0HGG21,\n  author       = {Raghav Anand and\n                  Jeffrey Ichnowski and\n                  Chenggang Wu and\n                  Joseph M. Hellerstein and\n                  Joseph E. Gonzalez and\n                  Ken Goldberg},\n  title        = {Serverless Multi-Query Motion Planning for Fog Robotics},\n  booktitle    = {{IEEE} International Conference on Robotics and Automation, {ICRA}\n                  2021, Xi&#x27;an, China, May 30 - June 5, 2021},\n  pages        = {7457--7463},\n  year         = {2021},\n  crossref     = {DBLP:conf/icra/2021},\n  url          = {https://doi.org/10.1109/ICRA48506.2021.9561571},\n  doi          = {10.1109/ICRA48506.2021.9561571},\n  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icra/AnandI0HGG21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"poddar-kalra-yanai-deng-popa-hellerstein-senateamaliciouslysecurempcplatformforcollaborativeanalytics-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.usenix.org/conference/usenixsecurity21/presentation/poddar\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'poddar-kalra-yanai-deng-popa-hellerstein-senateamaliciouslysecurempcplatformforcollaborativeanalytics-2021', 'https://www.usenix.org/conference/usenixsecurity21/presentation/poddar', event);\">\n    Senate: A Maliciously-Secure MPC Platform for Collaborative Analytics.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Poddar, R.; Kalra, S.; Yanai, A.; Deng, R.; Popa, R. A.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>30th USENIX Security Symposium, USENIX Security 2021, August 11-13, 2021</i>, pages 2129–2146,  2021. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.usenix.org/conference/usenixsecurity21/presentation/poddar\"\n     onclick=\"log_download('poddar-kalra-yanai-deng-popa-hellerstein-senateamaliciouslysecurempcplatformforcollaborativeanalytics-2021', 'https://www.usenix.org/conference/usenixsecurity21/presentation/poddar', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Senate: A Maliciously-Secure MPC Platform for Collaborative Analytics [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/poddar-kalra-yanai-deng-popa-hellerstein-senateamaliciouslysecurempcplatformforcollaborativeanalytics-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('poddar-kalra-yanai-deng-popa-hellerstein-senateamaliciouslysecurempcplatformforcollaborativeanalytics-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/uss/PoddarKYDPH21,\n  author       = {Rishabh Poddar and\n                  Sukrit Kalra and\n                  Avishay Yanai and\n                  Ryan Deng and\n                  Raluca Ada Popa and\n                  Joseph M. Hellerstein},\n  title        = {Senate: {A} Maliciously-Secure {MPC} Platform for Collaborative Analytics},\n  booktitle    = {30th {USENIX} Security Symposium, {USENIX} Security 2021, August 11-13,\n                  2021},\n  pages        = {2129--2146},\n  year         = {2021},\n  crossref     = {DBLP:conf/uss/2021},\n  url          = {https://www.usenix.org/conference/usenixsecurity21/presentation/poddar},\n  timestamp    = {Mon, 20 Nov 2023 08:57:49 +0100},\n  biburl       = {https://dblp.org/rec/conf/uss/PoddarKYDPH21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"cheung-crooks-hellerstein-milano-newdirectionsincloudprogramming-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/abs/2101.01159\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'cheung-crooks-hellerstein-milano-newdirectionsincloudprogramming-2021', 'https://arxiv.org/abs/2101.01159', event);\">\n    New Directions in Cloud Programming.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Cheung, A.; Crooks, N.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Milano, M.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2101.01159.  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/abs/2101.01159\"\n     onclick=\"log_download('cheung-crooks-hellerstein-milano-newdirectionsincloudprogramming-2021', 'https://arxiv.org/abs/2101.01159', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"New Directions in Cloud Programming [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/cheung-crooks-hellerstein-milano-newdirectionsincloudprogramming-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('cheung-crooks-hellerstein-milano-newdirectionsincloudprogramming-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2101-01159,\n  author       = {Alvin Cheung and\n                  Natacha Crooks and\n                  Joseph M. Hellerstein and\n                  Mae Milano},\n  title        = {New Directions in Cloud Programming},\n  journal      = {CoRR},\n  volume       = {abs/2101.01159},\n  year         = {2021},\n  url          = {https://arxiv.org/abs/2101.01159},\n  eprinttype    = {arXiv},\n  eprint       = {2101.01159},\n  timestamp    = {Tue, 25 Oct 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2101-01159.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"xin-petersohn-tang-wu-gonzalez-hellerstein-joseph-parameswaran-enhancingtheinteractivityofdataframequeriesbyleveragingthinktime-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/abs/2103.02145\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'xin-petersohn-tang-wu-gonzalez-hellerstein-joseph-parameswaran-enhancingtheinteractivityofdataframequeriesbyleveragingthinktime-2021', 'https://arxiv.org/abs/2103.02145', event);\">\n    Enhancing the Interactivity of Dataframe Queries by Leveraging Think Time.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://bibbase.org/show?msg=embed&bib=https://dblp.org/pid/135/0135.bib\">Xin, D.</a>; Petersohn, D.; Tang, D.; Wu, Y.; Gonzalez, J. E.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Joseph, A. D.;  and Parameswaran, A. G.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2103.02145.  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/abs/2103.02145\"\n     onclick=\"log_download('xin-petersohn-tang-wu-gonzalez-hellerstein-joseph-parameswaran-enhancingtheinteractivityofdataframequeriesbyleveragingthinktime-2021', 'https://arxiv.org/abs/2103.02145', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Enhancing the Interactivity of Dataframe Queries by Leveraging Think Time [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/xin-petersohn-tang-wu-gonzalez-hellerstein-joseph-parameswaran-enhancingtheinteractivityofdataframequeriesbyleveragingthinktime-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('xin-petersohn-tang-wu-gonzalez-hellerstein-joseph-parameswaran-enhancingtheinteractivityofdataframequeriesbyleveragingthinktime-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2103-02145,\n  author       = {Doris Xin and\n                  Devin Petersohn and\n                  Dixin Tang and\n                  Yifan Wu and\n                  Joseph E. Gonzalez and\n                  Joseph M. Hellerstein and\n                  Anthony D. Joseph and\n                  Aditya G. Parameswaran},\n  title        = {Enhancing the Interactivity of Dataframe Queries by Leveraging Think\n                  Time},\n  journal      = {CoRR},\n  volume       = {abs/2103.02145},\n  year         = {2021},\n  url          = {https://arxiv.org/abs/2103.02145},\n  eprinttype    = {arXiv},\n  eprint       = {2103.02145},\n  timestamp    = {Thu, 04 Mar 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-02145.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"whittaker-charapko-hellerstein-howard-stoica-readwritequorumsystemsmadepractical-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/abs/2104.04102\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'whittaker-charapko-hellerstein-howard-stoica-readwritequorumsystemsmadepractical-2021', 'https://arxiv.org/abs/2104.04102', event);\">\n    Read-Write Quorum Systems Made Practical.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Whittaker, M. J.; Charapko, A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Howard, H.;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2104.04102.  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/abs/2104.04102\"\n     onclick=\"log_download('whittaker-charapko-hellerstein-howard-stoica-readwritequorumsystemsmadepractical-2021', 'https://arxiv.org/abs/2104.04102', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Read-Write Quorum Systems Made Practical [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/whittaker-charapko-hellerstein-howard-stoica-readwritequorumsystemsmadepractical-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('whittaker-charapko-hellerstein-howard-stoica-readwritequorumsystemsmadepractical-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2104-04102,\n  author       = {Michael J. Whittaker and\n                  Aleksey Charapko and\n                  Joseph M. Hellerstein and\n                  Heidi Howard and\n                  Ion Stoica},\n  title        = {Read-Write Quorum Systems Made Practical},\n  journal      = {CoRR},\n  volume       = {abs/2104.04102},\n  year         = {2021},\n  url          = {https://arxiv.org/abs/2104.04102},\n  eprinttype    = {arXiv},\n  eprint       = {2104.04102},\n  timestamp    = {Fri, 25 Feb 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-04102.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2020\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2020')\"\n      onkeypress=\"toggleGroup('group_2020')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2020</span>\n      <span class=\"bibbase_group_count\">\n        \n        (23)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"hellerstein-alvaro-keepingcalmwhendistributedconsistencyiseasy-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3369736\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-alvaro-keepingcalmwhendistributedconsistencyiseasy-2020', 'https://doi.org/10.1145/3369736', event);\">\n    Keeping CALM: when distributed consistency is easy.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Alvaro, P.\n</span>\n\n  \n\n</span>\n\n  <i>Commun. ACM</i>, 63(9): 72–81.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3369736\"\n     onclick=\"log_download('hellerstein-alvaro-keepingcalmwhendistributedconsistencyiseasy-2020', 'https://doi.org/10.1145/3369736', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Keeping CALM: when distributed consistency is easy [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3369736\"\n     onclick=\"log_download('hellerstein-alvaro-keepingcalmwhendistributedconsistencyiseasy-2020', 'http://doi.org/10.1145/3369736', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-alvaro-keepingcalmwhendistributedconsistencyiseasy-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-alvaro-keepingcalmwhendistributedconsistencyiseasy-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/cacm/HellersteinA20,\n  author       = {Joseph M. Hellerstein and\n                  Peter Alvaro},\n  title        = {Keeping {CALM:} when distributed consistency is easy},\n  journal      = {Commun. {ACM}},\n  volume       = {63},\n  number       = {9},\n  pages        = {72--81},\n  year         = {2020},\n  url          = {https://doi.org/10.1145/3369736},\n  doi          = {10.1145/3369736},\n  timestamp    = {Wed, 16 Mar 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/cacm/HellersteinA20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"petersohn-ma-lee-macke-xin-mo-gonzalez-hellerstein-etal-towardsscalabledataframesystems-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/pvldb/vol13/p2033-petersohn.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'petersohn-ma-lee-macke-xin-mo-gonzalez-hellerstein-etal-towardsscalabledataframesystems-2020', 'http://www.vldb.org/pvldb/vol13/p2033-petersohn.pdf', event);\">\n    Towards Scalable Dataframe Systems.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Petersohn, D.; Ma, W. W.; Lee, D. J. L.; Macke, S.; <a class=\"bibbase author link\" href=\"https://bibbase.org/show?msg=embed&bib=https://dblp.org/pid/135/0135.bib\">Xin, D.</a>; Mo, X.; Gonzalez, J.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Joseph, A. D.;  and Parameswaran, A. G.\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 13(11): 2033–2046.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/pvldb/vol13/p2033-petersohn.pdf\"\n     onclick=\"log_download('petersohn-ma-lee-macke-xin-mo-gonzalez-hellerstein-etal-towardsscalabledataframesystems-2020', 'http://www.vldb.org/pvldb/vol13/p2033-petersohn.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Towards Scalable Dataframe Systems [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/petersohn-ma-lee-macke-xin-mo-gonzalez-hellerstein-etal-towardsscalabledataframesystems-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>7 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('petersohn-ma-lee-macke-xin-mo-gonzalez-hellerstein-etal-towardsscalabledataframesystems-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/PetersohnMLMXMG20,\n  author       = {Devin Petersohn and\n                  William W. Ma and\n                  Doris Jung Lin Lee and\n                  Stephen Macke and\n                  Doris Xin and\n                  Xiangxi Mo and\n                  Joseph Gonzalez and\n                  Joseph M. Hellerstein and\n                  Anthony D. Joseph and\n                  Aditya G. Parameswaran},\n  title        = {Towards Scalable Dataframe Systems},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {13},\n  number       = {11},\n  pages        = {2033--2046},\n  year         = {2020},\n  url          = {http://www.vldb.org/pvldb/vol13/p2033-petersohn.pdf},\n  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/pvldb/PetersohnMLMXMG20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sreekanti-wu-lin-schleiersmith-gonzalez-hellerstein-tumanov-cloudburststatefulfunctionsasaservice-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/pvldb/vol13/p2438-sreekanti.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sreekanti-wu-lin-schleiersmith-gonzalez-hellerstein-tumanov-cloudburststatefulfunctionsasaservice-2020', 'http://www.vldb.org/pvldb/vol13/p2438-sreekanti.pdf', event);\">\n    Cloudburst: Stateful Functions-as-a-Service.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Sreekanti, V.; Wu, C.; Lin, X. C.; Schleier-Smith, J.; Gonzalez, J.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Tumanov, A.\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 13(11): 2438–2452.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/pvldb/vol13/p2438-sreekanti.pdf\"\n     onclick=\"log_download('sreekanti-wu-lin-schleiersmith-gonzalez-hellerstein-tumanov-cloudburststatefulfunctionsasaservice-2020', 'http://www.vldb.org/pvldb/vol13/p2438-sreekanti.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Cloudburst: Stateful Functions-as-a-Service [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sreekanti-wu-lin-schleiersmith-gonzalez-hellerstein-tumanov-cloudburststatefulfunctionsasaservice-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sreekanti-wu-lin-schleiersmith-gonzalez-hellerstein-tumanov-cloudburststatefulfunctionsasaservice-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/SreekantiWLSGHT20,\n  author       = {Vikram Sreekanti and\n                  Chenggang Wu and\n                  Xiayue Charles Lin and\n                  Johann Schleier{-}Smith and\n                  Joseph Gonzalez and\n                  Joseph M. Hellerstein and\n                  Alexey Tumanov},\n  title        = {Cloudburst: Stateful Functions-as-a-Service},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {13},\n  number       = {11},\n  pages        = {2438--2452},\n  year         = {2020},\n  url          = {http://www.vldb.org/pvldb/vol13/p2438-sreekanti.pdf},\n  timestamp    = {Tue, 18 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/pvldb/SreekantiWLSGHT20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bailis-balazinska-dong-freire-ramakrishnan-stonebraker-hellerstein-windsfromseattledatabaseresearchdirections-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/pvldb/vol13/p3516-bailis.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bailis-balazinska-dong-freire-ramakrishnan-stonebraker-hellerstein-windsfromseattledatabaseresearchdirections-2020', 'http://www.vldb.org/pvldb/vol13/p3516-bailis.pdf', event);\">\n    Winds from Seattle: Database Research Directions.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bailis, P.; Balazinska, M.; Dong, X. L.; Freire, J.; Ramakrishnan, R.; Stonebraker, M.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 13(12): 3516.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/pvldb/vol13/p3516-bailis.pdf\"\n     onclick=\"log_download('bailis-balazinska-dong-freire-ramakrishnan-stonebraker-hellerstein-windsfromseattledatabaseresearchdirections-2020', 'http://www.vldb.org/pvldb/vol13/p3516-bailis.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Winds from Seattle: Database Research Directions [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.14778/3415478.3415573\"\n     onclick=\"log_download('bailis-balazinska-dong-freire-ramakrishnan-stonebraker-hellerstein-windsfromseattledatabaseresearchdirections-2020', 'http://doi.org/10.14778/3415478.3415573', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bailis-balazinska-dong-freire-ramakrishnan-stonebraker-hellerstein-windsfromseattledatabaseresearchdirections-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bailis-balazinska-dong-freire-ramakrishnan-stonebraker-hellerstein-windsfromseattledatabaseresearchdirections-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/BailisBDFRSH20,\n  author       = {Peter Bailis and\n                  Magda Balazinska and\n                  Xin Luna Dong and\n                  Juliana Freire and\n                  Raghu Ramakrishnan and\n                  Michael Stonebraker and\n                  Joseph M. Hellerstein},\n  title        = {Winds from Seattle: Database Research Directions},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {13},\n  number       = {12},\n  pages        = {3516},\n  year         = {2020},\n  url          = {http://www.vldb.org/pvldb/vol13/p3516-bailis.pdf},\n  doi          = {10.14778/3415478.3415573},\n  timestamp    = {Tue, 23 Mar 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/pvldb/BailisBDFRSH20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"garcia-liu-sreekanti-yan-dandamudi-gonzalez-hellerstein-sen-hindsightloggingformodeltraining-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/pvldb/vol14/p682-garcia.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'garcia-liu-sreekanti-yan-dandamudi-gonzalez-hellerstein-sen-hindsightloggingformodeltraining-2020', 'http://www.vldb.org/pvldb/vol14/p682-garcia.pdf', event);\">\n    Hindsight Logging for Model Training.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Garcia, R.; Liu, E.; Sreekanti, V.; Yan, B.; Dandamudi, A.; Gonzalez, J.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Sen, K.\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 14(4): 682–693.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/pvldb/vol14/p682-garcia.pdf\"\n     onclick=\"log_download('garcia-liu-sreekanti-yan-dandamudi-gonzalez-hellerstein-sen-hindsightloggingformodeltraining-2020', 'http://www.vldb.org/pvldb/vol14/p682-garcia.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Hindsight Logging for Model Training [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.14778/3436905.3436925\"\n     onclick=\"log_download('garcia-liu-sreekanti-yan-dandamudi-gonzalez-hellerstein-sen-hindsightloggingformodeltraining-2020', 'http://doi.org/10.14778/3436905.3436925', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/garcia-liu-sreekanti-yan-dandamudi-gonzalez-hellerstein-sen-hindsightloggingformodeltraining-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('garcia-liu-sreekanti-yan-dandamudi-gonzalez-hellerstein-sen-hindsightloggingformodeltraining-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/GarciaLSYD0HS20,\n  author       = {Rolando Garcia and\n                  Eric Liu and\n                  Vikram Sreekanti and\n                  Bobby Yan and\n                  Anusha Dandamudi and\n                  Joseph Gonzalez and\n                  Joseph M. Hellerstein and\n                  Koushik Sen},\n  title        = {Hindsight Logging for Model Training},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {14},\n  number       = {4},\n  pages        = {682--693},\n  year         = {2020},\n  url          = {http://www.vldb.org/pvldb/vol14/p682-garcia.pdf},\n  doi          = {10.14778/3436905.3436925},\n  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/pvldb/GarciaLSYD0HS20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"whittaker-hellerstein-checkinginvariantconfluenceinwholeorinparts-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3422648.3422651\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'whittaker-hellerstein-checkinginvariantconfluenceinwholeorinparts-2020', 'https://doi.org/10.1145/3422648.3422651', event);\">\n    Checking Invariant Confluence, In Whole or In Parts.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Whittaker, M. J.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>SIGMOD Rec.</i>, 49(1): 7–14.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3422648.3422651\"\n     onclick=\"log_download('whittaker-hellerstein-checkinginvariantconfluenceinwholeorinparts-2020', 'https://doi.org/10.1145/3422648.3422651', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Checking Invariant Confluence, In Whole or In Parts [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3422648.3422651\"\n     onclick=\"log_download('whittaker-hellerstein-checkinginvariantconfluenceinwholeorinparts-2020', 'http://doi.org/10.1145/3422648.3422651', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/whittaker-hellerstein-checkinginvariantconfluenceinwholeorinparts-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('whittaker-hellerstein-checkinginvariantconfluenceinwholeorinparts-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/sigmod/WhittakerH20,\n  author       = {Michael J. Whittaker and\n                  Joseph M. Hellerstein},\n  title        = {Checking Invariant Confluence, In Whole or In Parts},\n  journal      = {{SIGMOD} Rec.},\n  volume       = {49},\n  number       = {1},\n  pages        = {7--14},\n  year         = {2020},\n  url          = {https://doi.org/10.1145/3422648.3422651},\n  doi          = {10.1145/3422648.3422651},\n  timestamp    = {Fri, 25 Feb 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/sigmod/WhittakerH20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"johnson-near-hellerstein-song-chorusaprogrammingframeworkforbuildingscalabledifferentialprivacymechanisms-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/EuroSP48549.2020.00041\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'johnson-near-hellerstein-song-chorusaprogrammingframeworkforbuildingscalabledifferentialprivacymechanisms-2020', 'https://doi.org/10.1109/EuroSP48549.2020.00041', event);\">\n    Chorus: a Programming Framework for Building Scalable Differential Privacy Mechanisms.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Johnson, N. M.; Near, J. P.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Song, D.\n</span>\n\n  \n\n</span>\n\n  In <i>IEEE European Symposium on Security and Privacy, EuroS&P 2020, Genoa, Italy, September 7-11, 2020</i>, pages 535–551,  2020. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/EuroSP48549.2020.00041\"\n     onclick=\"log_download('johnson-near-hellerstein-song-chorusaprogrammingframeworkforbuildingscalabledifferentialprivacymechanisms-2020', 'https://doi.org/10.1109/EuroSP48549.2020.00041', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Chorus: a Programming Framework for Building Scalable Differential Privacy Mechanisms [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/EUROSP48549.2020.00041\"\n     onclick=\"log_download('johnson-near-hellerstein-song-chorusaprogrammingframeworkforbuildingscalabledifferentialprivacymechanisms-2020', 'http://doi.org/10.1109/EUROSP48549.2020.00041', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/johnson-near-hellerstein-song-chorusaprogrammingframeworkforbuildingscalabledifferentialprivacymechanisms-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('johnson-near-hellerstein-song-chorusaprogrammingframeworkforbuildingscalabledifferentialprivacymechanisms-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/eurosp/JohnsonNHS20,\n  author       = {Noah M. Johnson and\n                  Joseph P. Near and\n                  Joseph M. Hellerstein and\n                  Dawn Song},\n  title        = {Chorus: a Programming Framework for Building Scalable Differential\n                  Privacy Mechanisms},\n  booktitle    = {{IEEE} European Symposium on Security and Privacy, EuroS{\\&amp;}P 2020,\n                  Genoa, Italy, September 7-11, 2020},\n  pages        = {535--551},\n  year         = {2020},\n  crossref     = {DBLP:conf/eurosp/2020},\n  url          = {https://doi.org/10.1109/EuroSP48549.2020.00041},\n  doi          = {10.1109/EUROSP48549.2020.00041},\n  timestamp    = {Tue, 10 Nov 2020 11:45:04 +0100},\n  biburl       = {https://dblp.org/rec/conf/eurosp/JohnsonNHS20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sreekanti-wu-chhatrapati-gonzalez-hellerstein-faleiro-afaulttoleranceshimforserverlesscomputing-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3342195.3387535\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sreekanti-wu-chhatrapati-gonzalez-hellerstein-faleiro-afaulttoleranceshimforserverlesscomputing-2020', 'https://doi.org/10.1145/3342195.3387535', event);\">\n    A fault-tolerance shim for serverless computing.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Sreekanti, V.; Wu, C.; Chhatrapati, S.; Gonzalez, J. E.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Faleiro, J. M.\n</span>\n\n  \n\n</span>\n\n  In <i>EuroSys '20: Fifteenth EuroSys Conference 2020, Heraklion, Greece, April 27-30, 2020</i>, pages 15:1–15:15,  2020. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3342195.3387535\"\n     onclick=\"log_download('sreekanti-wu-chhatrapati-gonzalez-hellerstein-faleiro-afaulttoleranceshimforserverlesscomputing-2020', 'https://doi.org/10.1145/3342195.3387535', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"A fault-tolerance shim for serverless computing [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3342195.3387535\"\n     onclick=\"log_download('sreekanti-wu-chhatrapati-gonzalez-hellerstein-faleiro-afaulttoleranceshimforserverlesscomputing-2020', 'http://doi.org/10.1145/3342195.3387535', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sreekanti-wu-chhatrapati-gonzalez-hellerstein-faleiro-afaulttoleranceshimforserverlesscomputing-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sreekanti-wu-chhatrapati-gonzalez-hellerstein-faleiro-afaulttoleranceshimforserverlesscomputing-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/eurosys/SreekantiWCGHF20,\n  author       = {Vikram Sreekanti and\n                  Chenggang Wu and\n                  Saurav Chhatrapati and\n                  Joseph E. Gonzalez and\n                  Joseph M. Hellerstein and\n                  Jose M. Faleiro},\n  title        = {A fault-tolerance shim for serverless computing},\n  booktitle    = {EuroSys &#x27;20: Fifteenth EuroSys Conference 2020, Heraklion, Greece,\n                  April 27-30, 2020},\n  pages        = {15:1--15:15},\n  year         = {2020},\n  crossref     = {DBLP:conf/eurosys/2020},\n  url          = {https://doi.org/10.1145/3342195.3387535},\n  doi          = {10.1145/3342195.3387535},\n  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/eurosys/SreekantiWCGHF20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lin-gonzalez-hellerstein-serverlessboomorbustananalysisofeconomicincentives-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.usenix.org/conference/hotcloud20/presentation/lin\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lin-gonzalez-hellerstein-serverlessboomorbustananalysisofeconomicincentives-2020', 'https://www.usenix.org/conference/hotcloud20/presentation/lin', event);\">\n    Serverless Boom or Bust? An Analysis of Economic Incentives.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Lin, X. C.; Gonzalez, J. E.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>12th USENIX Workshop on Hot Topics in Cloud Computing, HotCloud 2020, July 13-14, 2020</i>,  2020. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.usenix.org/conference/hotcloud20/presentation/lin\"\n     onclick=\"log_download('lin-gonzalez-hellerstein-serverlessboomorbustananalysisofeconomicincentives-2020', 'https://www.usenix.org/conference/hotcloud20/presentation/lin', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Serverless Boom or Bust? An Analysis of Economic Incentives [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lin-gonzalez-hellerstein-serverlessboomorbustananalysisofeconomicincentives-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lin-gonzalez-hellerstein-serverlessboomorbustananalysisofeconomicincentives-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/hotcloud/LinGH20,\n  author       = {Xiayue Charles Lin and\n                  Joseph E. Gonzalez and\n                  Joseph M. Hellerstein},\n  title        = {Serverless Boom or Bust? An Analysis of Economic Incentives},\n  booktitle    = {12th {USENIX} Workshop on Hot Topics in Cloud Computing, HotCloud\n                  2020, July 13-14, 2020},\n  year         = {2020},\n  crossref     = {DBLP:conf/hotcloud/2020},\n  url          = {https://www.usenix.org/conference/hotcloud20/presentation/lin},\n  timestamp    = {Tue, 09 Feb 2021 08:31:35 +0100},\n  biburl       = {https://dblp.org/rec/conf/hotcloud/LinGH20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wu-sreekanti-hellerstein-transactionalcausalconsistencyforserverlesscomputing-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3318464.3389710\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wu-sreekanti-hellerstein-transactionalcausalconsistencyforserverlesscomputing-2020', 'https://doi.org/10.1145/3318464.3389710', event);\">\n    Transactional Causal Consistency for Serverless Computing.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wu, C.; Sreekanti, V.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2020 International Conference on Management of Data, SIGMOD Conference 2020, online conference [Portland, OR, USA], June 14-19, 2020</i>, pages 83–97,  2020. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3318464.3389710\"\n     onclick=\"log_download('wu-sreekanti-hellerstein-transactionalcausalconsistencyforserverlesscomputing-2020', 'https://doi.org/10.1145/3318464.3389710', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Transactional Causal Consistency for Serverless Computing [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3318464.3389710\"\n     onclick=\"log_download('wu-sreekanti-hellerstein-transactionalcausalconsistencyforserverlesscomputing-2020', 'http://doi.org/10.1145/3318464.3389710', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wu-sreekanti-hellerstein-transactionalcausalconsistencyforserverlesscomputing-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wu-sreekanti-hellerstein-transactionalcausalconsistencyforserverlesscomputing-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/WuSH20,\n  author       = {Chenggang Wu and\n                  Vikram Sreekanti and\n                  Joseph M. Hellerstein},\n  title        = {Transactional Causal Consistency for Serverless Computing},\n  booktitle    = {Proceedings of the 2020 International Conference on Management of\n                  Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],\n                  June 14-19, 2020},\n  pages        = {83--97},\n  year         = {2020},\n  crossref     = {DBLP:conf/sigmod/2020},\n  url          = {https://doi.org/10.1145/3318464.3389710},\n  doi          = {10.1145/3318464.3389710},\n  timestamp    = {Wed, 04 May 2022 13:02:28 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/WuSH20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wu-hellerstein-satyanarayan-b2bridgingcodeandinteractivevisualizationincomputationalnotebooks-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3379337.3415851\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wu-hellerstein-satyanarayan-b2bridgingcodeandinteractivevisualizationincomputationalnotebooks-2020', 'https://doi.org/10.1145/3379337.3415851', event);\">\n    B2: Bridging Code and Interactive Visualization in Computational Notebooks.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wu, Y.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Satyanarayan, A.\n</span>\n\n  \n\n</span>\n\n  In <i>UIST '20: The 33rd Annual ACM Symposium on User Interface Software and Technology, Virtual Event, USA, October 20-23, 2020</i>, pages 152–165,  2020. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3379337.3415851\"\n     onclick=\"log_download('wu-hellerstein-satyanarayan-b2bridgingcodeandinteractivevisualizationincomputationalnotebooks-2020', 'https://doi.org/10.1145/3379337.3415851', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"B2: Bridging Code and Interactive Visualization in Computational Notebooks [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3379337.3415851\"\n     onclick=\"log_download('wu-hellerstein-satyanarayan-b2bridgingcodeandinteractivevisualizationincomputationalnotebooks-2020', 'http://doi.org/10.1145/3379337.3415851', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wu-hellerstein-satyanarayan-b2bridgingcodeandinteractivevisualizationincomputationalnotebooks-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wu-hellerstein-satyanarayan-b2bridgingcodeandinteractivevisualizationincomputationalnotebooks-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/uist/WuHS20,\n  author       = {Yifan Wu and\n                  Joseph M. Hellerstein and\n                  Arvind Satyanarayan},\n  title        = {{B2:} Bridging Code and Interactive Visualization in Computational\n                  Notebooks},\n  booktitle    = {{UIST} &#x27;20: The 33rd Annual {ACM} Symposium on User Interface Software\n                  and Technology, Virtual Event, USA, October 20-23, 2020},\n  pages        = {152--165},\n  year         = {2020},\n  crossref     = {DBLP:conf/uist/2020},\n  url          = {https://doi.org/10.1145/3379337.3415851},\n  doi          = {10.1145/3379337.3415851},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/uist/WuHS20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wu-chang-hellerstein-wu-facilitatingexplorationwithinteractionsnapshotsunderhighlatency-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/VIS47514.2020.00034\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wu-chang-hellerstein-wu-facilitatingexplorationwithinteractionsnapshotsunderhighlatency-2020', 'https://doi.org/10.1109/VIS47514.2020.00034', event);\">\n    Facilitating Exploration with Interaction Snapshots under High Latency.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wu, Y.; Chang, R.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Wu, E.\n</span>\n\n  \n\n</span>\n\n  In <i>31st IEEE Visualization Conference, IEEE VIS 2020 - Short Papers, Virtual Event, USA, October 25-30, 2020</i>, pages 136–140,  2020. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/VIS47514.2020.00034\"\n     onclick=\"log_download('wu-chang-hellerstein-wu-facilitatingexplorationwithinteractionsnapshotsunderhighlatency-2020', 'https://doi.org/10.1109/VIS47514.2020.00034', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Facilitating Exploration with Interaction Snapshots under High Latency [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/VIS47514.2020.00034\"\n     onclick=\"log_download('wu-chang-hellerstein-wu-facilitatingexplorationwithinteractionsnapshotsunderhighlatency-2020', 'http://doi.org/10.1109/VIS47514.2020.00034', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wu-chang-hellerstein-wu-facilitatingexplorationwithinteractionsnapshotsunderhighlatency-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wu-chang-hellerstein-wu-facilitatingexplorationwithinteractionsnapshotsunderhighlatency-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/visualization/WuCH020,\n  author       = {Yifan Wu and\n                  Remco Chang and\n                  Joseph M. Hellerstein and\n                  Eugene Wu},\n  title        = {Facilitating Exploration with Interaction Snapshots under High Latency},\n  booktitle    = {31st {IEEE} Visualization Conference, {IEEE} {VIS} 2020 - Short Papers,\n                  Virtual Event, USA, October 25-30, 2020},\n  pages        = {136--140},\n  year         = {2020},\n  crossref     = {DBLP:conf/visualization/2020},\n  url          = {https://doi.org/10.1109/VIS47514.2020.00034},\n  doi          = {10.1109/VIS47514.2020.00034},\n  timestamp    = {Tue, 09 Feb 2021 15:32:14 +0100},\n  biburl       = {https://dblp.org/rec/conf/visualization/WuCH020.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"petersohn-ma-lee-macke-xin-mo-gonzalez-hellerstein-etal-towardsscalabledataframesystems-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/2001.00888\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'petersohn-ma-lee-macke-xin-mo-gonzalez-hellerstein-etal-towardsscalabledataframesystems-2020', 'http://arxiv.org/abs/2001.00888', event);\">\n    Towards Scalable Dataframe Systems.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Petersohn, D.; Ma, W. W.; Lee, D. J. L.; Macke, S.; <a class=\"bibbase author link\" href=\"https://bibbase.org/show?msg=embed&bib=https://dblp.org/pid/135/0135.bib\">Xin, D.</a>; Mo, X.; Gonzalez, J. E.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Joseph, A. D.;  and Parameswaran, A. G.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2001.00888.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/2001.00888\"\n     onclick=\"log_download('petersohn-ma-lee-macke-xin-mo-gonzalez-hellerstein-etal-towardsscalabledataframesystems-2020', 'http://arxiv.org/abs/2001.00888', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Towards Scalable Dataframe Systems [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/petersohn-ma-lee-macke-xin-mo-gonzalez-hellerstein-etal-towardsscalabledataframesystems-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>7 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('petersohn-ma-lee-macke-xin-mo-gonzalez-hellerstein-etal-towardsscalabledataframesystems-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2001-00888,\n  author       = {Devin Petersohn and\n                  William W. Ma and\n                  Doris Jung Lin Lee and\n                  Stephen Macke and\n                  Doris Xin and\n                  Xiangxi Mo and\n                  Joseph E. Gonzalez and\n                  Joseph M. Hellerstein and\n                  Anthony D. Joseph and\n                  Aditya G. Parameswaran},\n  title        = {Towards Scalable Dataframe Systems},\n  journal      = {CoRR},\n  volume       = {abs/2001.00888},\n  year         = {2020},\n  url          = {http://arxiv.org/abs/2001.00888},\n  eprinttype    = {arXiv},\n  eprint       = {2001.00888},\n  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2001-00888.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sreekanti-wu-lin-schleiersmith-faleiro-gonzalez-hellerstein-tumanov-cloudburststatefulfunctionsasaservice-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/abs/2001.04592\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sreekanti-wu-lin-schleiersmith-faleiro-gonzalez-hellerstein-tumanov-cloudburststatefulfunctionsasaservice-2020', 'https://arxiv.org/abs/2001.04592', event);\">\n    Cloudburst: Stateful Functions-as-a-Service.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Sreekanti, V.; Wu, C.; Lin, X. C.; Schleier-Smith, J.; Faleiro, J. M.; Gonzalez, J. E.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Tumanov, A.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2001.04592.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/abs/2001.04592\"\n     onclick=\"log_download('sreekanti-wu-lin-schleiersmith-faleiro-gonzalez-hellerstein-tumanov-cloudburststatefulfunctionsasaservice-2020', 'https://arxiv.org/abs/2001.04592', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Cloudburst: Stateful Functions-as-a-Service [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sreekanti-wu-lin-schleiersmith-faleiro-gonzalez-hellerstein-tumanov-cloudburststatefulfunctionsasaservice-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sreekanti-wu-lin-schleiersmith-faleiro-gonzalez-hellerstein-tumanov-cloudburststatefulfunctionsasaservice-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2001-04592,\n  author       = {Vikram Sreekanti and\n                  Chenggang Wu and\n                  Xiayue Charles Lin and\n                  Johann Schleier{-}Smith and\n                  Jose M. Faleiro and\n                  Joseph E. Gonzalez and\n                  Joseph M. Hellerstein and\n                  Alexey Tumanov},\n  title        = {Cloudburst: Stateful Functions-as-a-Service},\n  journal      = {CoRR},\n  volume       = {abs/2001.04592},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2001.04592},\n  eprinttype    = {arXiv},\n  eprint       = {2001.04592},\n  timestamp    = {Tue, 18 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2001-04592.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"whittaker-giridharan-szekeres-hellerstein-stoica-bipartisanpaxosamodularstatemachinereplicationprotocol-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/abs/2003.00331\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'whittaker-giridharan-szekeres-hellerstein-stoica-bipartisanpaxosamodularstatemachinereplicationprotocol-2020', 'https://arxiv.org/abs/2003.00331', event);\">\n    Bipartisan Paxos: A Modular State Machine Replication Protocol.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Whittaker, M. J.; Giridharan, N.; Szekeres, A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2003.00331.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/abs/2003.00331\"\n     onclick=\"log_download('whittaker-giridharan-szekeres-hellerstein-stoica-bipartisanpaxosamodularstatemachinereplicationprotocol-2020', 'https://arxiv.org/abs/2003.00331', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Bipartisan Paxos: A Modular State Machine Replication Protocol [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/whittaker-giridharan-szekeres-hellerstein-stoica-bipartisanpaxosamodularstatemachinereplicationprotocol-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('whittaker-giridharan-szekeres-hellerstein-stoica-bipartisanpaxosamodularstatemachinereplicationprotocol-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2003-00331,\n  author       = {Michael J. Whittaker and\n                  Neil Giridharan and\n                  Adriana Szekeres and\n                  Joseph M. Hellerstein and\n                  Ion Stoica},\n  title        = {Bipartisan Paxos: {A} Modular State Machine Replication Protocol},\n  journal      = {CoRR},\n  volume       = {abs/2003.00331},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2003.00331},\n  eprinttype    = {arXiv},\n  eprint       = {2003.00331},\n  timestamp    = {Fri, 25 Feb 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-00331.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sreekanti-wu-chhatrapati-gonzalez-hellerstein-faleiro-afaulttoleranceshimforserverlesscomputing-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/abs/2003.06007\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sreekanti-wu-chhatrapati-gonzalez-hellerstein-faleiro-afaulttoleranceshimforserverlesscomputing-2020', 'https://arxiv.org/abs/2003.06007', event);\">\n    A Fault-Tolerance Shim for Serverless Computing.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Sreekanti, V.; Wu, C.; Chhatrapati, S.; Gonzalez, J. E.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Faleiro, J. M.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2003.06007.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/abs/2003.06007\"\n     onclick=\"log_download('sreekanti-wu-chhatrapati-gonzalez-hellerstein-faleiro-afaulttoleranceshimforserverlesscomputing-2020', 'https://arxiv.org/abs/2003.06007', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"A Fault-Tolerance Shim for Serverless Computing [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sreekanti-wu-chhatrapati-gonzalez-hellerstein-faleiro-afaulttoleranceshimforserverlesscomputing-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sreekanti-wu-chhatrapati-gonzalez-hellerstein-faleiro-afaulttoleranceshimforserverlesscomputing-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2003-06007,\n  author       = {Vikram Sreekanti and\n                  Chenggang Wu and\n                  Saurav Chhatrapati and\n                  Joseph E. Gonzalez and\n                  Joseph M. Hellerstein and\n                  Jose M. Faleiro},\n  title        = {A Fault-Tolerance Shim for Serverless Computing},\n  journal      = {CoRR},\n  volume       = {abs/2003.06007},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2003.06007},\n  eprinttype    = {arXiv},\n  eprint       = {2003.06007},\n  timestamp    = {Tue, 18 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-06007.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"garcia-liu-sreekanti-yan-dandamudi-gonzalez-hellerstein-sen-hindsightloggingformodeltraining-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/abs/2006.07357\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'garcia-liu-sreekanti-yan-dandamudi-gonzalez-hellerstein-sen-hindsightloggingformodeltraining-2020', 'https://arxiv.org/abs/2006.07357', event);\">\n    Hindsight Logging for Model Training.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Garcia, R.; Liu, E.; Sreekanti, V.; Yan, B.; Dandamudi, A.; Gonzalez, J. E.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Sen, K.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2006.07357.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/abs/2006.07357\"\n     onclick=\"log_download('garcia-liu-sreekanti-yan-dandamudi-gonzalez-hellerstein-sen-hindsightloggingformodeltraining-2020', 'https://arxiv.org/abs/2006.07357', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Hindsight Logging for Model Training [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/garcia-liu-sreekanti-yan-dandamudi-gonzalez-hellerstein-sen-hindsightloggingformodeltraining-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('garcia-liu-sreekanti-yan-dandamudi-gonzalez-hellerstein-sen-hindsightloggingformodeltraining-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2006-07357,\n  author       = {Rolando Garcia and\n                  Eric Liu and\n                  Vikram Sreekanti and\n                  Bobby Yan and\n                  Anusha Dandamudi and\n                  Joseph E. Gonzalez and\n                  Joseph M. Hellerstein and\n                  Koushik Sen},\n  title        = {Hindsight Logging for Model Training},\n  journal      = {CoRR},\n  volume       = {abs/2006.07357},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2006.07357},\n  eprinttype    = {arXiv},\n  eprint       = {2006.07357},\n  timestamp    = {Wed, 17 Jun 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-07357.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sreekanti-subbaraj-wu-gonzalez-hellerstein-optimizingpredictionservingonlowlatencyserverlessdataflow-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/abs/2007.05832\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sreekanti-subbaraj-wu-gonzalez-hellerstein-optimizingpredictionservingonlowlatencyserverlessdataflow-2020', 'https://arxiv.org/abs/2007.05832', event);\">\n    Optimizing Prediction Serving on Low-Latency Serverless Dataflow.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Sreekanti, V.; Subbaraj, H.; Wu, C.; Gonzalez, J. E.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2007.05832.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/abs/2007.05832\"\n     onclick=\"log_download('sreekanti-subbaraj-wu-gonzalez-hellerstein-optimizingpredictionservingonlowlatencyserverlessdataflow-2020', 'https://arxiv.org/abs/2007.05832', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Optimizing Prediction Serving on Low-Latency Serverless Dataflow [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sreekanti-subbaraj-wu-gonzalez-hellerstein-optimizingpredictionservingonlowlatencyserverlessdataflow-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sreekanti-subbaraj-wu-gonzalez-hellerstein-optimizingpredictionservingonlowlatencyserverlessdataflow-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2007-05832,\n  author       = {Vikram Sreekanti and\n                  Harikaran Subbaraj and\n                  Chenggang Wu and\n                  Joseph E. Gonzalez and\n                  Joseph M. Hellerstein},\n  title        = {Optimizing Prediction Serving on Low-Latency Serverless Dataflow},\n  journal      = {CoRR},\n  volume       = {abs/2007.05832},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2007.05832},\n  eprinttype    = {arXiv},\n  eprint       = {2007.05832},\n  timestamp    = {Tue, 18 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-05832.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"whittaker-giridharan-szekeres-hellerstein-howard-nawab-stoica-matchmakerpaxosareconfigurableconsensusprotocoltechnicalreport-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/abs/2007.09468\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'whittaker-giridharan-szekeres-hellerstein-howard-nawab-stoica-matchmakerpaxosareconfigurableconsensusprotocoltechnicalreport-2020', 'https://arxiv.org/abs/2007.09468', event);\">\n    Matchmaker Paxos: A Reconfigurable Consensus Protocol [Technical Report].\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Whittaker, M. J.; Giridharan, N.; Szekeres, A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Howard, H.; Nawab, F.;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2007.09468.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/abs/2007.09468\"\n     onclick=\"log_download('whittaker-giridharan-szekeres-hellerstein-howard-nawab-stoica-matchmakerpaxosareconfigurableconsensusprotocoltechnicalreport-2020', 'https://arxiv.org/abs/2007.09468', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Matchmaker Paxos: A Reconfigurable Consensus Protocol [Technical Report] [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/whittaker-giridharan-szekeres-hellerstein-howard-nawab-stoica-matchmakerpaxosareconfigurableconsensusprotocoltechnicalreport-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('whittaker-giridharan-szekeres-hellerstein-howard-nawab-stoica-matchmakerpaxosareconfigurableconsensusprotocoltechnicalreport-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2007-09468,\n  author       = {Michael J. Whittaker and\n                  Neil Giridharan and\n                  Adriana Szekeres and\n                  Joseph M. Hellerstein and\n                  Heidi Howard and\n                  Faisal Nawab and\n                  Ion Stoica},\n  title        = {Matchmaker Paxos: {A} Reconfigurable Consensus Protocol [Technical\n                  Report]},\n  journal      = {CoRR},\n  volume       = {abs/2007.09468},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2007.09468},\n  eprinttype    = {arXiv},\n  eprint       = {2007.09468},\n  timestamp    = {Fri, 25 Feb 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-09468.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"schleiersmith-holz-pemberton-hellerstein-afaasfilesystemforserverlesscomputing-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/abs/2009.09845\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'schleiersmith-holz-pemberton-hellerstein-afaasfilesystemforserverlesscomputing-2020', 'https://arxiv.org/abs/2009.09845', event);\">\n    A FaaS File System for Serverless Computing.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Schleier-Smith, J.; Holz, L.; Pemberton, N.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2009.09845.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/abs/2009.09845\"\n     onclick=\"log_download('schleiersmith-holz-pemberton-hellerstein-afaasfilesystemforserverlesscomputing-2020', 'https://arxiv.org/abs/2009.09845', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"A FaaS File System for Serverless Computing [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/schleiersmith-holz-pemberton-hellerstein-afaasfilesystemforserverlesscomputing-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('schleiersmith-holz-pemberton-hellerstein-afaasfilesystemforserverlesscomputing-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2009-09845,\n  author       = {Johann Schleier{-}Smith and\n                  Leonhard Holz and\n                  Nathan Pemberton and\n                  Joseph M. Hellerstein},\n  title        = {A FaaS File System for Serverless Computing},\n  journal      = {CoRR},\n  volume       = {abs/2009.09845},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2009.09845},\n  eprinttype    = {arXiv},\n  eprint       = {2009.09845},\n  timestamp    = {Wed, 23 Sep 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-09845.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"poddar-kalra-yanai-deng-popa-hellerstein-senateamaliciouslysecurempcplatformforcollaborativeanalytics-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/abs/2010.13752\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'poddar-kalra-yanai-deng-popa-hellerstein-senateamaliciouslysecurempcplatformforcollaborativeanalytics-2020', 'https://arxiv.org/abs/2010.13752', event);\">\n    Senate: A Maliciously-Secure MPC Platform for Collaborative Analytics.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Poddar, R.; Kalra, S.; Yanai, A.; Deng, R.; Popa, R. A.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2010.13752.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/abs/2010.13752\"\n     onclick=\"log_download('poddar-kalra-yanai-deng-popa-hellerstein-senateamaliciouslysecurempcplatformforcollaborativeanalytics-2020', 'https://arxiv.org/abs/2010.13752', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Senate: A Maliciously-Secure MPC Platform for Collaborative Analytics [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/poddar-kalra-yanai-deng-popa-hellerstein-senateamaliciouslysecurempcplatformforcollaborativeanalytics-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('poddar-kalra-yanai-deng-popa-hellerstein-senateamaliciouslysecurempcplatformforcollaborativeanalytics-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2010-13752,\n  author       = {Rishabh Poddar and\n                  Sukrit Kalra and\n                  Avishay Yanai and\n                  Ryan Deng and\n                  Raluca Ada Popa and\n                  Joseph M. Hellerstein},\n  title        = {Senate: {A} Maliciously-Secure {MPC} Platform for Collaborative Analytics},\n  journal      = {CoRR},\n  volume       = {abs/2010.13752},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2010.13752},\n  eprinttype    = {arXiv},\n  eprint       = {2010.13752},\n  timestamp    = {Mon, 02 Nov 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-13752.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"whittaker-ailijiang-charapko-demirbas-giridharan-hellerstein-howard-stoica-etal-scalingreplicatedstatemachineswithcompartmentalizationtechnicalreport-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/abs/2012.15762\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'whittaker-ailijiang-charapko-demirbas-giridharan-hellerstein-howard-stoica-etal-scalingreplicatedstatemachineswithcompartmentalizationtechnicalreport-2020', 'https://arxiv.org/abs/2012.15762', event);\">\n    Scaling Replicated State Machines with Compartmentalization [Technical Report].\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Whittaker, M. J.; Ailijiang, A.; Charapko, A.; Demirbas, M.; Giridharan, N.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Howard, H.; Stoica, I.;  and Szekeres, A.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2012.15762.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/abs/2012.15762\"\n     onclick=\"log_download('whittaker-ailijiang-charapko-demirbas-giridharan-hellerstein-howard-stoica-etal-scalingreplicatedstatemachineswithcompartmentalizationtechnicalreport-2020', 'https://arxiv.org/abs/2012.15762', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Scaling Replicated State Machines with Compartmentalization [Technical Report] [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/whittaker-ailijiang-charapko-demirbas-giridharan-hellerstein-howard-stoica-etal-scalingreplicatedstatemachineswithcompartmentalizationtechnicalreport-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('whittaker-ailijiang-charapko-demirbas-giridharan-hellerstein-howard-stoica-etal-scalingreplicatedstatemachineswithcompartmentalizationtechnicalreport-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2012-15762,\n  author       = {Michael J. Whittaker and\n                  Ailidani Ailijiang and\n                  Aleksey Charapko and\n                  Murat Demirbas and\n                  Neil Giridharan and\n                  Joseph M. Hellerstein and\n                  Heidi Howard and\n                  Ion Stoica and\n                  Adriana Szekeres},\n  title        = {Scaling Replicated State Machines with Compartmentalization [Technical\n                  Report]},\n  journal      = {CoRR},\n  volume       = {abs/2012.15762},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2012.15762},\n  eprinttype    = {arXiv},\n  eprint       = {2012.15762},\n  timestamp    = {Fri, 25 Feb 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-15762.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"poddar-kalra-yanai-deng-popa-hellerstein-senateamaliciouslysecurempcplatformforcollaborativeanalytics-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://eprint.iacr.org/2020/1350\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'poddar-kalra-yanai-deng-popa-hellerstein-senateamaliciouslysecurempcplatformforcollaborativeanalytics-2020', 'https://eprint.iacr.org/2020/1350', event);\">\n    Senate: A Maliciously-Secure MPC Platform for Collaborative Analytics.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Poddar, R.; Kalra, S.; Yanai, A.; Deng, R.; Popa, R. A.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>IACR Cryptol. ePrint Arch.</i>,1350.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://eprint.iacr.org/2020/1350\"\n     onclick=\"log_download('poddar-kalra-yanai-deng-popa-hellerstein-senateamaliciouslysecurempcplatformforcollaborativeanalytics-2020', 'https://eprint.iacr.org/2020/1350', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Senate: A Maliciously-Secure MPC Platform for Collaborative Analytics [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/poddar-kalra-yanai-deng-popa-hellerstein-senateamaliciouslysecurempcplatformforcollaborativeanalytics-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('poddar-kalra-yanai-deng-popa-hellerstein-senateamaliciouslysecurempcplatformforcollaborativeanalytics-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/iacr/PoddarKYDPH20,\n  author       = {Rishabh Poddar and\n                  Sukrit Kalra and\n                  Avishay Yanai and\n                  Ryan Deng and\n                  Raluca Ada Popa and\n                  Joseph M. Hellerstein},\n  title        = {Senate: {A} Maliciously-Secure {MPC} Platform for Collaborative Analytics},\n  journal      = {{IACR} Cryptol. ePrint Arch.},\n  pages        = {1350},\n  year         = {2020},\n  url          = {https://eprint.iacr.org/2020/1350},\n  timestamp    = {Wed, 02 Dec 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/iacr/PoddarKYDPH20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2019\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2019')\"\n      onkeypress=\"toggleGroup('group_2019')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2019</span>\n      <span class=\"bibbase_group_count\">\n        \n        (12)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"wu-sreekanti-hellerstein-autoscalingtieredcloudstorageinanna-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/pvldb/vol12/p624-wu.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wu-sreekanti-hellerstein-autoscalingtieredcloudstorageinanna-2019', 'http://www.vldb.org/pvldb/vol12/p624-wu.pdf', event);\">\n    Autoscaling Tiered Cloud Storage in Anna.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wu, C.; Sreekanti, V.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 12(6): 624–638.  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/pvldb/vol12/p624-wu.pdf\"\n     onclick=\"log_download('wu-sreekanti-hellerstein-autoscalingtieredcloudstorageinanna-2019', 'http://www.vldb.org/pvldb/vol12/p624-wu.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Autoscaling Tiered Cloud Storage in Anna [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.14778/3311880.3311881\"\n     onclick=\"log_download('wu-sreekanti-hellerstein-autoscalingtieredcloudstorageinanna-2019', 'http://doi.org/10.14778/3311880.3311881', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wu-sreekanti-hellerstein-autoscalingtieredcloudstorageinanna-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wu-sreekanti-hellerstein-autoscalingtieredcloudstorageinanna-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/WuSH19,\n  author       = {Chenggang Wu and\n                  Vikram Sreekanti and\n                  Joseph M. Hellerstein},\n  title        = {Autoscaling Tiered Cloud Storage in Anna},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {12},\n  number       = {6},\n  pages        = {624--638},\n  year         = {2019},\n  url          = {http://www.vldb.org/pvldb/vol12/p624-wu.pdf},\n  doi          = {10.14778/3311880.3311881},\n  timestamp    = {Tue, 18 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/pvldb/WuSH19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"yang-liang-kamsetty-wu-duan-chen-abbeel-hellerstein-etal-deepunsupervisedcardinalityestimation-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/pvldb/vol13/p279-yang.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'yang-liang-kamsetty-wu-duan-chen-abbeel-hellerstein-etal-deepunsupervisedcardinalityestimation-2019', 'http://www.vldb.org/pvldb/vol13/p279-yang.pdf', event);\">\n    Deep Unsupervised Cardinality Estimation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Yang, Z.; Liang, E.; Kamsetty, A.; Wu, C.; Duan, Y.; Chen, X.; Abbeel, P.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Krishnan, S.;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 13(3): 279–292.  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/pvldb/vol13/p279-yang.pdf\"\n     onclick=\"log_download('yang-liang-kamsetty-wu-duan-chen-abbeel-hellerstein-etal-deepunsupervisedcardinalityestimation-2019', 'http://www.vldb.org/pvldb/vol13/p279-yang.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Deep Unsupervised Cardinality Estimation [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.14778/3368289.3368294\"\n     onclick=\"log_download('yang-liang-kamsetty-wu-duan-chen-abbeel-hellerstein-etal-deepunsupervisedcardinalityestimation-2019', 'http://doi.org/10.14778/3368289.3368294', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/yang-liang-kamsetty-wu-duan-chen-abbeel-hellerstein-etal-deepunsupervisedcardinalityestimation-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('yang-liang-kamsetty-wu-duan-chen-abbeel-hellerstein-etal-deepunsupervisedcardinalityestimation-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/YangLKWDCAHKS19,\n  author       = {Zongheng Yang and\n                  Eric Liang and\n                  Amog Kamsetty and\n                  Chenggang Wu and\n                  Yan Duan and\n                  Xi Chen and\n                  Pieter Abbeel and\n                  Joseph M. Hellerstein and\n                  Sanjay Krishnan and\n                  Ion Stoica},\n  title        = {Deep Unsupervised Cardinality Estimation},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {13},\n  number       = {3},\n  pages        = {279--292},\n  year         = {2019},\n  url          = {http://www.vldb.org/pvldb/vol13/p279-yang.pdf},\n  doi          = {10.14778/3368289.3368294},\n  timestamp    = {Thu, 19 Aug 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/pvldb/YangLKWDCAHKS19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"abadi-ailamaki-andersen-bailis-balazinska-bernstein-boncz-chaudhuri-etal-theseattlereportondatabaseresearch-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3385658.3385668\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'abadi-ailamaki-andersen-bailis-balazinska-bernstein-boncz-chaudhuri-etal-theseattlereportondatabaseresearch-2019', 'https://doi.org/10.1145/3385658.3385668', event);\">\n    The Seattle Report on Database Research.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Abadi, D.; Ailamaki, A.; Andersen, D. G.; Bailis, P.; Balazinska, M.; Bernstein, P. A.; Boncz, P. A.; Chaudhuri, S.; Cheung, A.; Doan, A.; Dong, L.; Franklin, M. J.; Freire, J.; Halevy, A. Y.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Idreos, S.; Kossmann, D.; Kraska, T.; Krishnamurthy, S.; Markl, V.; Melnik, S.; Milo, T.; Mohan, C.; Neumann, T.; Ooi, B. C.; Ozcan, F.; Patel, J. M.; Pavlo, A.; Popa, R. A.; Ramakrishnan, R.; Ré, C.; Stonebraker, M.;  and Suciu, D.\n</span>\n\n  \n\n</span>\n\n  <i>SIGMOD Rec.</i>, 48(4): 44–53.  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3385658.3385668\"\n     onclick=\"log_download('abadi-ailamaki-andersen-bailis-balazinska-bernstein-boncz-chaudhuri-etal-theseattlereportondatabaseresearch-2019', 'https://doi.org/10.1145/3385658.3385668', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The Seattle Report on Database Research [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3385658.3385668\"\n     onclick=\"log_download('abadi-ailamaki-andersen-bailis-balazinska-bernstein-boncz-chaudhuri-etal-theseattlereportondatabaseresearch-2019', 'http://doi.org/10.1145/3385658.3385668', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/abadi-ailamaki-andersen-bailis-balazinska-bernstein-boncz-chaudhuri-etal-theseattlereportondatabaseresearch-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('abadi-ailamaki-andersen-bailis-balazinska-bernstein-boncz-chaudhuri-etal-theseattlereportondatabaseresearch-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/sigmod/AbadiAABBBBCCDD19,\n  author       = {Daniel Abadi and\n                  Anastasia Ailamaki and\n                  David G. Andersen and\n                  Peter Bailis and\n                  Magdalena Balazinska and\n                  Philip A. Bernstein and\n                  Peter A. Boncz and\n                  Surajit Chaudhuri and\n                  Alvin Cheung and\n                  AnHai Doan and\n                  Luna Dong and\n                  Michael J. Franklin and\n                  Juliana Freire and\n                  Alon Y. Halevy and\n                  Joseph M. Hellerstein and\n                  Stratos Idreos and\n                  Donald Kossmann and\n                  Tim Kraska and\n                  Sailesh Krishnamurthy and\n                  Volker Markl and\n                  Sergey Melnik and\n                  Tova Milo and\n                  C. Mohan and\n                  Thomas Neumann and\n                  Beng Chin Ooi and\n                  Fatma Ozcan and\n                  Jignesh M. Patel and\n                  Andrew Pavlo and\n                  Raluca A. Popa and\n                  Raghu Ramakrishnan and\n                  Christopher R{\\&#x27;{e}} and\n                  Michael Stonebraker and\n                  Dan Suciu},\n  title        = {The Seattle Report on Database Research},\n  journal      = {{SIGMOD} Rec.},\n  volume       = {48},\n  number       = {4},\n  pages        = {44--53},\n  year         = {2019},\n  url          = {https://doi.org/10.1145/3385658.3385668},\n  doi          = {10.1145/3385658.3385668},\n  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/sigmod/AbadiAABBBBCCDD19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-faleiro-gonzalez-schleiersmith-sreekanti-tumanov-wu-serverlesscomputingonestepforwardtwostepsback-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://cidrdb.org/cidr2019/papers/p119-hellerstein-cidr19.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-faleiro-gonzalez-schleiersmith-sreekanti-tumanov-wu-serverlesscomputingonestepforwardtwostepsback-2019', 'http://cidrdb.org/cidr2019/papers/p119-hellerstein-cidr19.pdf', event);\">\n    Serverless Computing: One Step Forward, Two Steps Back.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Faleiro, J. M.; Gonzalez, J.; Schleier-Smith, J.; Sreekanti, V.; Tumanov, A.;  and Wu, C.\n</span>\n\n  \n\n</span>\n\n  In <i>9th Biennial Conference on Innovative Data Systems Research, CIDR 2019, Asilomar, CA, USA, January 13-16, 2019, Online Proceedings</i>,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://cidrdb.org/cidr2019/papers/p119-hellerstein-cidr19.pdf\"\n     onclick=\"log_download('hellerstein-faleiro-gonzalez-schleiersmith-sreekanti-tumanov-wu-serverlesscomputingonestepforwardtwostepsback-2019', 'http://cidrdb.org/cidr2019/papers/p119-hellerstein-cidr19.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Serverless Computing: One Step Forward, Two Steps Back [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-faleiro-gonzalez-schleiersmith-sreekanti-tumanov-wu-serverlesscomputingonestepforwardtwostepsback-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-faleiro-gonzalez-schleiersmith-sreekanti-tumanov-wu-serverlesscomputingonestepforwardtwostepsback-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/cidr/HellersteinFGSS19,\n  author       = {Joseph M. Hellerstein and\n                  Jose M. Faleiro and\n                  Joseph Gonzalez and\n                  Johann Schleier{-}Smith and\n                  Vikram Sreekanti and\n                  Alexey Tumanov and\n                  Chenggang Wu},\n  title        = {Serverless Computing: One Step Forward, Two Steps Back},\n  booktitle    = {9th Biennial Conference on Innovative Data Systems Research, {CIDR}\n                  2019, Asilomar, CA, USA, January 13-16, 2019, Online Proceedings},\n  year         = {2019},\n  crossref     = {DBLP:conf/cidr/2019},\n  url          = {http://cidrdb.org/cidr2019/papers/p119-hellerstein-cidr19.pdf},\n  timestamp    = {Mon, 18 Jul 2022 17:13:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cidr/HellersteinFGSS19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"jin-cafarella-jagadish-kandel-minar-hellerstein-clxtowardsverifiablepbedatatransformation-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.5441/002/edbt.2019.24\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'jin-cafarella-jagadish-kandel-minar-hellerstein-clxtowardsverifiablepbedatatransformation-2019', 'https://doi.org/10.5441/002/edbt.2019.24', event);\">\n    CLX: Towards verifiable PBE data transformation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Jin, Z.; Cafarella, M. J.; Jagadish, H. V.; Kandel, S.; Minar, M.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Advances in Database Technology - 22nd International Conference on Extending Database Technology, EDBT 2019, Lisbon, Portugal, March 26-29, 2019</i>, pages 265–276,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.5441/002/edbt.2019.24\"\n     onclick=\"log_download('jin-cafarella-jagadish-kandel-minar-hellerstein-clxtowardsverifiablepbedatatransformation-2019', 'https://doi.org/10.5441/002/edbt.2019.24', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"CLX: Towards verifiable PBE data transformation [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.5441/002/EDBT.2019.24\"\n     onclick=\"log_download('jin-cafarella-jagadish-kandel-minar-hellerstein-clxtowardsverifiablepbedatatransformation-2019', 'http://doi.org/10.5441/002/EDBT.2019.24', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/jin-cafarella-jagadish-kandel-minar-hellerstein-clxtowardsverifiablepbedatatransformation-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('jin-cafarella-jagadish-kandel-minar-hellerstein-clxtowardsverifiablepbedatatransformation-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/edbt/JinCJKMH19,\n  author       = {Zhongjun Jin and\n                  Michael J. Cafarella and\n                  H. V. Jagadish and\n                  Sean Kandel and\n                  Michael Minar and\n                  Joseph M. Hellerstein},\n  title        = {{CLX:} Towards verifiable {PBE} data transformation},\n  booktitle    = {Advances in Database Technology - 22nd International Conference on\n                  Extending Database Technology, {EDBT} 2019, Lisbon, Portugal, March\n                  26-29, 2019},\n  pages        = {265--276},\n  year         = {2019},\n  crossref     = {DBLP:conf/edbt/2019},\n  url          = {https://doi.org/10.5441/002/edbt.2019.24},\n  doi          = {10.5441/002/EDBT.2019.24},\n  timestamp    = {Fri, 29 Jan 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/edbt/JinCJKMH19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-lookingbackatpostgres-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3226595.3226614\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-lookingbackatpostgres-2019', 'https://doi.org/10.1145/3226595.3226614', event);\">\n    Looking back at Postgres.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Making Databases Work: the Pragmatic Wisdom of Michael Stonebraker</i>, pages 205–224.  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3226595.3226614\"\n     onclick=\"log_download('hellerstein-lookingbackatpostgres-2019', 'https://doi.org/10.1145/3226595.3226614', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Looking back at Postgres [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3226595.3226614\"\n     onclick=\"log_download('hellerstein-lookingbackatpostgres-2019', 'http://doi.org/10.1145/3226595.3226614', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-lookingbackatpostgres-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-lookingbackatpostgres-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@incollection{DBLP:books/mc/19/Hellerstein14,\n  author       = {Joseph M. Hellerstein},\n  title        = {Looking back at Postgres},\n  booktitle    = {Making Databases Work: the Pragmatic Wisdom of Michael Stonebraker},\n  pages        = {205--224},\n  year         = {2019},\n  crossref     = {DBLP:books/mc/B2019},\n  url          = {https://doi.org/10.1145/3226595.3226614},\n  doi          = {10.1145/3226595.3226614},\n  timestamp    = {Fri, 18 Aug 2023 18:10:49 +0200},\n  biburl       = {https://dblp.org/rec/books/mc/19/Hellerstein14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"heer-hellerstein-kandel-datawrangling-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1007/978-3-319-63962-8\\_9-1\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'heer-hellerstein-kandel-datawrangling-2019', 'https://doi.org/10.1007/978-3-319-63962-8\\_9-1', event);\">\n    Data Wrangling.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Heer, J.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Kandel, S.\n</span>\n\n  \n\n</span>\n\n  In <i>Encyclopedia of Big Data Technologies</i>.  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1007/978-3-319-63962-8\\_9-1\"\n     onclick=\"log_download('heer-hellerstein-kandel-datawrangling-2019', 'https://doi.org/10.1007/978-3-319-63962-8\\_9-1', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Data Wrangling [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-319-63962-8_9-1\"\n     onclick=\"log_download('heer-hellerstein-kandel-datawrangling-2019', 'http://doi.org/10.1007/978-3-319-63962-8_9-1', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/heer-hellerstein-kandel-datawrangling-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('heer-hellerstein-kandel-datawrangling-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@incollection{DBLP:reference/bdt/HeerHK19,\n  author       = {Jeffrey Heer and\n                  Joseph M. Hellerstein and\n                  Sean Kandel},\n  title        = {Data Wrangling},\n  booktitle    = {Encyclopedia of Big Data Technologies},\n  year         = {2019},\n  crossref     = {DBLP:reference/bdt/2019},\n  url          = {https://doi.org/10.1007/978-3-319-63962-8\\_9-1},\n  doi          = {10.1007/978-3-319-63962-8\\_9-1},\n  timestamp    = {Thu, 14 Feb 2019 16:03:55 +0100},\n  biburl       = {https://dblp.org/rec/reference/bdt/HeerHK19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-alvaro-keepingcalmwhendistributedconsistencyiseasy-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1901.01930\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-alvaro-keepingcalmwhendistributedconsistencyiseasy-2019', 'http://arxiv.org/abs/1901.01930', event);\">\n    Keeping CALM: When Distributed Consistency is Easy.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Alvaro, P.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/1901.01930.  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/1901.01930\"\n     onclick=\"log_download('hellerstein-alvaro-keepingcalmwhendistributedconsistencyiseasy-2019', 'http://arxiv.org/abs/1901.01930', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Keeping CALM: When Distributed Consistency is Easy [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-alvaro-keepingcalmwhendistributedconsistencyiseasy-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-alvaro-keepingcalmwhendistributedconsistencyiseasy-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-1901-01930,\n  author       = {Joseph M. Hellerstein and\n                  Peter Alvaro},\n  title        = {Keeping {CALM:} When Distributed Consistency is Easy},\n  journal      = {CoRR},\n  volume       = {abs/1901.01930},\n  year         = {2019},\n  url          = {http://arxiv.org/abs/1901.01930},\n  eprinttype    = {arXiv},\n  eprint       = {1901.01930},\n  timestamp    = {Thu, 31 Jan 2019 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-01930.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-lookingbackatpostgres-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1901.01973\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-lookingbackatpostgres-2019', 'http://arxiv.org/abs/1901.01973', event);\">\n    Looking Back at Postgres.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/1901.01973.  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/1901.01973\"\n     onclick=\"log_download('hellerstein-lookingbackatpostgres-2019', 'http://arxiv.org/abs/1901.01973', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Looking Back at Postgres [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-lookingbackatpostgres-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-lookingbackatpostgres-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-1901-01973,\n  author       = {Joseph M. Hellerstein},\n  title        = {Looking Back at Postgres},\n  journal      = {CoRR},\n  volume       = {abs/1901.01973},\n  year         = {2019},\n  url          = {http://arxiv.org/abs/1901.01973},\n  eprinttype    = {arXiv},\n  eprint       = {1901.01973},\n  timestamp    = {Thu, 31 Jan 2019 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-01973.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"yang-liang-kamsetty-wu-duan-chen-abbeel-hellerstein-etal-selectivityestimationwithdeeplikelihoodmodels-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1905.04278\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'yang-liang-kamsetty-wu-duan-chen-abbeel-hellerstein-etal-selectivityestimationwithdeeplikelihoodmodels-2019', 'http://arxiv.org/abs/1905.04278', event);\">\n    Selectivity Estimation with Deep Likelihood Models.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Yang, Z.; Liang, E.; Kamsetty, A.; Wu, C.; Duan, Y.; Chen, X.; Abbeel, P.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Krishnan, S.;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/1905.04278.  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/1905.04278\"\n     onclick=\"log_download('yang-liang-kamsetty-wu-duan-chen-abbeel-hellerstein-etal-selectivityestimationwithdeeplikelihoodmodels-2019', 'http://arxiv.org/abs/1905.04278', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Selectivity Estimation with Deep Likelihood Models [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/yang-liang-kamsetty-wu-duan-chen-abbeel-hellerstein-etal-selectivityestimationwithdeeplikelihoodmodels-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('yang-liang-kamsetty-wu-duan-chen-abbeel-hellerstein-etal-selectivityestimationwithdeeplikelihoodmodels-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-1905-04278,\n  author       = {Zongheng Yang and\n                  Eric Liang and\n                  Amog Kamsetty and\n                  Chenggang Wu and\n                  Yan Duan and\n                  Xi Chen and\n                  Pieter Abbeel and\n                  Joseph M. Hellerstein and\n                  Sanjay Krishnan and\n                  Ion Stoica},\n  title        = {Selectivity Estimation with Deep Likelihood Models},\n  journal      = {CoRR},\n  volume       = {abs/1905.04278},\n  year         = {2019},\n  url          = {http://arxiv.org/abs/1905.04278},\n  eprinttype    = {arXiv},\n  eprint       = {1905.04278},\n  timestamp    = {Tue, 18 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-04278.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wu-chang-wu-hellerstein-dieltransparentscalingforinteractivevisualization-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1907.00062\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wu-chang-wu-hellerstein-dieltransparentscalingforinteractivevisualization-2019', 'http://arxiv.org/abs/1907.00062', event);\">\n    DIEL: Transparent Scaling for Interactive Visualization.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wu, Y.; Chang, R.; Wu, E.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/1907.00062.  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/1907.00062\"\n     onclick=\"log_download('wu-chang-wu-hellerstein-dieltransparentscalingforinteractivevisualization-2019', 'http://arxiv.org/abs/1907.00062', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"DIEL: Transparent Scaling for Interactive Visualization [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wu-chang-wu-hellerstein-dieltransparentscalingforinteractivevisualization-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wu-chang-wu-hellerstein-dieltransparentscalingforinteractivevisualization-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-1907-00062,\n  author       = {Yifan Wu and\n                  Remco Chang and\n                  Eugene Wu and\n                  Joseph M. Hellerstein},\n  title        = {{DIEL:} Transparent Scaling for Interactive Visualization},\n  journal      = {CoRR},\n  volume       = {abs/1907.00062},\n  year         = {2019},\n  url          = {http://arxiv.org/abs/1907.00062},\n  eprinttype    = {arXiv},\n  eprint       = {1907.00062},\n  timestamp    = {Mon, 08 Jul 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1907-00062.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wu-chang-wu-hellerstein-programmingwithtimespansininteractivevisualizations-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1907.00075\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wu-chang-wu-hellerstein-programmingwithtimespansininteractivevisualizations-2019', 'http://arxiv.org/abs/1907.00075', event);\">\n    Programming with Timespans in Interactive Visualizations.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wu, Y.; Chang, R.; Wu, E.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/1907.00075.  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/1907.00075\"\n     onclick=\"log_download('wu-chang-wu-hellerstein-programmingwithtimespansininteractivevisualizations-2019', 'http://arxiv.org/abs/1907.00075', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Programming with Timespans in Interactive Visualizations [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wu-chang-wu-hellerstein-programmingwithtimespansininteractivevisualizations-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wu-chang-wu-hellerstein-programmingwithtimespansininteractivevisualizations-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-1907-00075,\n  author       = {Yifan Wu and\n                  Remco Chang and\n                  Eugene Wu and\n                  Joseph M. Hellerstein},\n  title        = {Programming with Timespans in Interactive Visualizations},\n  journal      = {CoRR},\n  volume       = {abs/1907.00075},\n  year         = {2019},\n  url          = {http://arxiv.org/abs/1907.00075},\n  eprinttype    = {arXiv},\n  eprint       = {1907.00075},\n  timestamp    = {Mon, 08 Jul 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1907-00075.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2018\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2018')\"\n      onkeypress=\"toggleGroup('group_2018')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2018</span>\n      <span class=\"bibbase_group_count\">\n        \n        (10)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"hellerstein-heer-kandel-selfservicedatapreparationresearchtopractice-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://sites.computer.org/debull/A18june/p23.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-heer-kandel-selfservicedatapreparationresearchtopractice-2018', 'http://sites.computer.org/debull/A18june/p23.pdf', event);\">\n    Self-Service Data Preparation: Research to Practice.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Heer, J.;  and Kandel, S.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Data Eng. Bull.</i>, 41(2): 23–34.  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://sites.computer.org/debull/A18june/p23.pdf\"\n     onclick=\"log_download('hellerstein-heer-kandel-selfservicedatapreparationresearchtopractice-2018', 'http://sites.computer.org/debull/A18june/p23.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Self-Service Data Preparation: Research to Practice [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-heer-kandel-selfservicedatapreparationresearchtopractice-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-heer-kandel-selfservicedatapreparationresearchtopractice-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/debu/HellersteinHK18,\n  author       = {Joseph M. Hellerstein and\n                  Jeffrey Heer and\n                  Sean Kandel},\n  title        = {Self-Service Data Preparation: Research to Practice},\n  journal      = {{IEEE} Data Eng. Bull.},\n  volume       = {41},\n  number       = {2},\n  pages        = {23--34},\n  year         = {2018},\n  url          = {http://sites.computer.org/debull/A18june/p23.pdf},\n  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/debu/HellersteinHK18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"whittaker-hellerstein-interactivechecksforcoordinationavoidance-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/pvldb/vol12/p14-whittaker.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'whittaker-hellerstein-interactivechecksforcoordinationavoidance-2018', 'http://www.vldb.org/pvldb/vol12/p14-whittaker.pdf', event);\">\n    Interactive Checks for Coordination Avoidance.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Whittaker, M. J.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 12(1): 14–27.  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/pvldb/vol12/p14-whittaker.pdf\"\n     onclick=\"log_download('whittaker-hellerstein-interactivechecksforcoordinationavoidance-2018', 'http://www.vldb.org/pvldb/vol12/p14-whittaker.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Interactive Checks for Coordination Avoidance [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.14778/3275536.3275538\"\n     onclick=\"log_download('whittaker-hellerstein-interactivechecksforcoordinationavoidance-2018', 'http://doi.org/10.14778/3275536.3275538', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/whittaker-hellerstein-interactivechecksforcoordinationavoidance-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('whittaker-hellerstein-interactivechecksforcoordinationavoidance-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/WhittakerH18,\n  author       = {Michael J. Whittaker and\n                  Joseph M. Hellerstein},\n  title        = {Interactive Checks for Coordination Avoidance},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {12},\n  number       = {1},\n  pages        = {14--27},\n  year         = {2018},\n  url          = {http://www.vldb.org/pvldb/vol12/p14-whittaker.pdf},\n  doi          = {10.14778/3275536.3275538},\n  timestamp    = {Fri, 25 Feb 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/pvldb/WhittakerH18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"whittaker-teodoropol-alvaro-hellerstein-debuggingdistributedsystemswithwhyacrosstimeprovenance-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3267809.3267839\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'whittaker-teodoropol-alvaro-hellerstein-debuggingdistributedsystemswithwhyacrosstimeprovenance-2018', 'https://doi.org/10.1145/3267809.3267839', event);\">\n    Debugging Distributed Systems with Why-Across-Time Provenance.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Whittaker, M. J.; Teodoropol, C.; Alvaro, P.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM Symposium on Cloud Computing, SoCC 2018, Carlsbad, CA, USA, October 11-13, 2018</i>, pages 333–346,  2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3267809.3267839\"\n     onclick=\"log_download('whittaker-teodoropol-alvaro-hellerstein-debuggingdistributedsystemswithwhyacrosstimeprovenance-2018', 'https://doi.org/10.1145/3267809.3267839', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Debugging Distributed Systems with Why-Across-Time Provenance [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3267809.3267839\"\n     onclick=\"log_download('whittaker-teodoropol-alvaro-hellerstein-debuggingdistributedsystemswithwhyacrosstimeprovenance-2018', 'http://doi.org/10.1145/3267809.3267839', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/whittaker-teodoropol-alvaro-hellerstein-debuggingdistributedsystemswithwhyacrosstimeprovenance-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('whittaker-teodoropol-alvaro-hellerstein-debuggingdistributedsystemswithwhyacrosstimeprovenance-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/cloud/WhittakerTAH18,\n  author       = {Michael J. Whittaker and\n                  Cristina Teodoropol and\n                  Peter Alvaro and\n                  Joseph M. Hellerstein},\n  title        = {Debugging Distributed Systems with Why-Across-Time Provenance},\n  booktitle    = {Proceedings of the {ACM} Symposium on Cloud Computing, SoCC 2018,\n                  Carlsbad, CA, USA, October 11-13, 2018},\n  pages        = {333--346},\n  year         = {2018},\n  crossref     = {DBLP:conf/cloud/2018},\n  url          = {https://doi.org/10.1145/3267809.3267839},\n  doi          = {10.1145/3267809.3267839},\n  timestamp    = {Fri, 25 Feb 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/cloud/WhittakerTAH18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wu-faleiro-lin-hellerstein-annaakvsforanyscale-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/ICDE.2018.00044\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wu-faleiro-lin-hellerstein-annaakvsforanyscale-2018', 'https://doi.org/10.1109/ICDE.2018.00044', event);\">\n    Anna: A KVS for Any Scale.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wu, C.; Faleiro, J. M.; Lin, Y.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>34th IEEE International Conference on Data Engineering, ICDE 2018, Paris, France, April 16-19, 2018</i>, pages 401–412,  2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/ICDE.2018.00044\"\n     onclick=\"log_download('wu-faleiro-lin-hellerstein-annaakvsforanyscale-2018', 'https://doi.org/10.1109/ICDE.2018.00044', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Anna: A KVS for Any Scale [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/ICDE.2018.00044\"\n     onclick=\"log_download('wu-faleiro-lin-hellerstein-annaakvsforanyscale-2018', 'http://doi.org/10.1109/ICDE.2018.00044', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wu-faleiro-lin-hellerstein-annaakvsforanyscale-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wu-faleiro-lin-hellerstein-annaakvsforanyscale-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/icde/WuFLH18,\n  author       = {Chenggang Wu and\n                  Jose M. Faleiro and\n                  Yihan Lin and\n                  Joseph M. Hellerstein},\n  title        = {Anna: {A} {KVS} for Any Scale},\n  booktitle    = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018,\n                  Paris, France, April 16-19, 2018},\n  pages        = {401--412},\n  year         = {2018},\n  crossref     = {DBLP:conf/icde/2018},\n  url          = {https://doi.org/10.1109/ICDE.2018.00044},\n  doi          = {10.1109/ICDE.2018.00044},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/WuFLH18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-generalizedsearchtree-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1007/978-1-4614-8265-9\\_743\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-generalizedsearchtree-2018', 'https://doi.org/10.1007/978-1-4614-8265-9\\_743', event);\">\n    Generalized Search Tree.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Encyclopedia of Database Systems, Second Edition</i>.  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1007/978-1-4614-8265-9\\_743\"\n     onclick=\"log_download('hellerstein-generalizedsearchtree-2018', 'https://doi.org/10.1007/978-1-4614-8265-9\\_743', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Generalized Search Tree [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-1-4614-8265-9_743\"\n     onclick=\"log_download('hellerstein-generalizedsearchtree-2018', 'http://doi.org/10.1007/978-1-4614-8265-9_743', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-generalizedsearchtree-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-generalizedsearchtree-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@incollection{DBLP:reference/db/Hellerstein18,\n  author       = {Joseph M. Hellerstein},\n  title        = {Generalized Search Tree},\n  booktitle    = {Encyclopedia of Database Systems, Second Edition},\n  year         = {2018},\n  crossref     = {DBLP:reference/db/2018},\n  url          = {https://doi.org/10.1007/978-1-4614-8265-9\\_743},\n  doi          = {10.1007/978-1-4614-8265-9\\_743},\n  timestamp    = {Thu, 14 Feb 2019 09:43:36 +0100},\n  biburl       = {https://dblp.org/rec/reference/db/Hellerstein18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wu-xu-chang-hellerstein-wu-makingsenseofasynchronyininteractivedatavisualizations-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1806.01499\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wu-xu-chang-hellerstein-wu-makingsenseofasynchronyininteractivedatavisualizations-2018', 'http://arxiv.org/abs/1806.01499', event);\">\n    Making Sense of Asynchrony in Interactive Data Visualizations.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wu, Y.; Xu, L.; Chang, R.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Wu, E.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/1806.01499.  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/1806.01499\"\n     onclick=\"log_download('wu-xu-chang-hellerstein-wu-makingsenseofasynchronyininteractivedatavisualizations-2018', 'http://arxiv.org/abs/1806.01499', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Making Sense of Asynchrony in Interactive Data Visualizations [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wu-xu-chang-hellerstein-wu-makingsenseofasynchronyininteractivedatavisualizations-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wu-xu-chang-hellerstein-wu-makingsenseofasynchronyininteractivedatavisualizations-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-1806-01499,\n  author       = {Yifan Wu and\n                  Larry Xu and\n                  Remco Chang and\n                  Joseph M. Hellerstein and\n                  Eugene Wu},\n  title        = {Making Sense of Asynchrony in Interactive Data Visualizations},\n  journal      = {CoRR},\n  volume       = {abs/1806.01499},\n  year         = {2018},\n  url          = {http://arxiv.org/abs/1806.01499},\n  eprinttype    = {arXiv},\n  eprint       = {1806.01499},\n  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1806-01499.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"krishnan-yang-goldberg-hellerstein-stoica-learningtooptimizejoinquerieswithdeepreinforcementlearning-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1808.03196\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'krishnan-yang-goldberg-hellerstein-stoica-learningtooptimizejoinquerieswithdeepreinforcementlearning-2018', 'http://arxiv.org/abs/1808.03196', event);\">\n    Learning to Optimize Join Queries With Deep Reinforcement Learning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Krishnan, S.; Yang, Z.; Goldberg, K.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/1808.03196.  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/1808.03196\"\n     onclick=\"log_download('krishnan-yang-goldberg-hellerstein-stoica-learningtooptimizejoinquerieswithdeepreinforcementlearning-2018', 'http://arxiv.org/abs/1808.03196', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Learning to Optimize Join Queries With Deep Reinforcement Learning [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/krishnan-yang-goldberg-hellerstein-stoica-learningtooptimizejoinquerieswithdeepreinforcementlearning-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('krishnan-yang-goldberg-hellerstein-stoica-learningtooptimizejoinquerieswithdeepreinforcementlearning-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-1808-03196,\n  author       = {Sanjay Krishnan and\n                  Zongheng Yang and\n                  Ken Goldberg and\n                  Joseph M. Hellerstein and\n                  Ion Stoica},\n  title        = {Learning to Optimize Join Queries With Deep Reinforcement Learning},\n  journal      = {CoRR},\n  volume       = {abs/1808.03196},\n  year         = {2018},\n  url          = {http://arxiv.org/abs/1808.03196},\n  eprinttype    = {arXiv},\n  eprint       = {1808.03196},\n  timestamp    = {Sun, 02 Sep 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1808-03196.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wu-sreekanti-hellerstein-eliminatingboundariesincloudstoragewithanna-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1809.00089\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wu-sreekanti-hellerstein-eliminatingboundariesincloudstoragewithanna-2018', 'http://arxiv.org/abs/1809.00089', event);\">\n    Eliminating Boundaries in Cloud Storage with Anna.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wu, C.; Sreekanti, V.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/1809.00089.  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/1809.00089\"\n     onclick=\"log_download('wu-sreekanti-hellerstein-eliminatingboundariesincloudstoragewithanna-2018', 'http://arxiv.org/abs/1809.00089', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Eliminating Boundaries in Cloud Storage with Anna [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wu-sreekanti-hellerstein-eliminatingboundariesincloudstoragewithanna-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wu-sreekanti-hellerstein-eliminatingboundariesincloudstoragewithanna-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-1809-00089,\n  author       = {Chenggang Wu and\n                  Vikram Sreekanti and\n                  Joseph M. Hellerstein},\n  title        = {Eliminating Boundaries in Cloud Storage with Anna},\n  journal      = {CoRR},\n  volume       = {abs/1809.00089},\n  year         = {2018},\n  url          = {http://arxiv.org/abs/1809.00089},\n  eprinttype    = {arXiv},\n  eprint       = {1809.00089},\n  timestamp    = {Tue, 18 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1809-00089.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"johnson-near-hellerstein-song-chorusdifferentialprivacyviaqueryrewriting-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1809.07750\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'johnson-near-hellerstein-song-chorusdifferentialprivacyviaqueryrewriting-2018', 'http://arxiv.org/abs/1809.07750', event);\">\n    Chorus: Differential Privacy via Query Rewriting.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Johnson, N. M.; Near, J. P.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Song, D.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/1809.07750.  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/1809.07750\"\n     onclick=\"log_download('johnson-near-hellerstein-song-chorusdifferentialprivacyviaqueryrewriting-2018', 'http://arxiv.org/abs/1809.07750', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Chorus: Differential Privacy via Query Rewriting [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/johnson-near-hellerstein-song-chorusdifferentialprivacyviaqueryrewriting-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('johnson-near-hellerstein-song-chorusdifferentialprivacyviaqueryrewriting-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-1809-07750,\n  author       = {Noah M. Johnson and\n                  Joseph P. Near and\n                  Joseph M. Hellerstein and\n                  Dawn Song},\n  title        = {Chorus: Differential Privacy via Query Rewriting},\n  journal      = {CoRR},\n  volume       = {abs/1809.07750},\n  year         = {2018},\n  url          = {http://arxiv.org/abs/1809.07750},\n  eprinttype    = {arXiv},\n  eprint       = {1809.07750},\n  timestamp    = {Fri, 05 Oct 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1809-07750.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-faleiro-gonzalez-schleiersmith-sreekanti-tumanov-wu-serverlesscomputingonestepforwardtwostepsback-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1812.03651\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-faleiro-gonzalez-schleiersmith-sreekanti-tumanov-wu-serverlesscomputingonestepforwardtwostepsback-2018', 'http://arxiv.org/abs/1812.03651', event);\">\n    Serverless Computing: One Step Forward, Two Steps Back.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Faleiro, J. M.; Gonzalez, J. E.; Schleier-Smith, J.; Sreekanti, V.; Tumanov, A.;  and Wu, C.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/1812.03651.  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/1812.03651\"\n     onclick=\"log_download('hellerstein-faleiro-gonzalez-schleiersmith-sreekanti-tumanov-wu-serverlesscomputingonestepforwardtwostepsback-2018', 'http://arxiv.org/abs/1812.03651', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Serverless Computing: One Step Forward, Two Steps Back [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-faleiro-gonzalez-schleiersmith-sreekanti-tumanov-wu-serverlesscomputingonestepforwardtwostepsback-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-faleiro-gonzalez-schleiersmith-sreekanti-tumanov-wu-serverlesscomputingonestepforwardtwostepsback-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-1812-03651,\n  author       = {Joseph M. Hellerstein and\n                  Jose M. Faleiro and\n                  Joseph E. Gonzalez and\n                  Johann Schleier{-}Smith and\n                  Vikram Sreekanti and\n                  Alexey Tumanov and\n                  Chenggang Wu},\n  title        = {Serverless Computing: One Step Forward, Two Steps Back},\n  journal      = {CoRR},\n  volume       = {abs/1812.03651},\n  year         = {2018},\n  url          = {http://arxiv.org/abs/1812.03651},\n  eprinttype    = {arXiv},\n  eprint       = {1812.03651},\n  timestamp    = {Tue, 18 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1812-03651.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2017\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2017')\"\n      onkeypress=\"toggleGroup('group_2017')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2017</span>\n      <span class=\"bibbase_group_count\">\n        \n        (8)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"faleiro-abadi-hellerstein-highperformancetransactionsviaearlywritevisibility-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/pvldb/vol10/p613-faleiro.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'faleiro-abadi-hellerstein-highperformancetransactionsviaearlywritevisibility-2017', 'http://www.vldb.org/pvldb/vol10/p613-faleiro.pdf', event);\">\n    High Performance Transactions via Early Write Visibility.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Faleiro, J. M.; <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=https://www.cs.umd.edu/~abadi/pubs/abadirefs.bib&group0=displaycategory&theme=side&filter=authors:Abadi\">Abadi, D.</a>;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 10(5): 613–624.  2017.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/pvldb/vol10/p613-faleiro.pdf\"\n     onclick=\"log_download('faleiro-abadi-hellerstein-highperformancetransactionsviaearlywritevisibility-2017', 'http://www.vldb.org/pvldb/vol10/p613-faleiro.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"High Performance Transactions via Early Write Visibility [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.14778/3055540.3055553\"\n     onclick=\"log_download('faleiro-abadi-hellerstein-highperformancetransactionsviaearlywritevisibility-2017', 'http://doi.org/10.14778/3055540.3055553', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/faleiro-abadi-hellerstein-highperformancetransactionsviaearlywritevisibility-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('faleiro-abadi-hellerstein-highperformancetransactionsviaearlywritevisibility-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/FaleiroAH17,\n  author       = {Jose M. Faleiro and\n                  Daniel Abadi and\n                  Joseph M. Hellerstein},\n  title        = {High Performance Transactions via Early Write Visibility},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {10},\n  number       = {5},\n  pages        = {613--624},\n  year         = {2017},\n  url          = {http://www.vldb.org/pvldb/vol10/p613-faleiro.pdf},\n  doi          = {10.14778/3055540.3055553},\n  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/pvldb/FaleiroAH17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"khan-xu-nandi-hellerstein-datatweeningincrementalvisualizationofdatatransforms-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/pvldb/vol10/p661-khan.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'khan-xu-nandi-hellerstein-datatweeningincrementalvisualizationofdatatransforms-2017', 'http://www.vldb.org/pvldb/vol10/p661-khan.pdf', event);\">\n    Data Tweening: Incremental Visualization of Data Transforms.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Khan, M. A.; Xu, L.; Nandi, A.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 10(6): 661–672.  2017.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/pvldb/vol10/p661-khan.pdf\"\n     onclick=\"log_download('khan-xu-nandi-hellerstein-datatweeningincrementalvisualizationofdatatransforms-2017', 'http://www.vldb.org/pvldb/vol10/p661-khan.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Data Tweening: Incremental Visualization of Data Transforms [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.14778/3055330.3055333\"\n     onclick=\"log_download('khan-xu-nandi-hellerstein-datatweeningincrementalvisualizationofdatatransforms-2017', 'http://doi.org/10.14778/3055330.3055333', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/khan-xu-nandi-hellerstein-datatweeningincrementalvisualizationofdatatransforms-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('khan-xu-nandi-hellerstein-datatweeningincrementalvisualizationofdatatransforms-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/KhanX0H17,\n  author       = {Meraj Ahmed Khan and\n                  Larry Xu and\n                  Arnab Nandi and\n                  Joseph M. Hellerstein},\n  title        = {Data Tweening: Incremental Visualization of Data Transforms},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {10},\n  number       = {6},\n  pages        = {661--672},\n  year         = {2017},\n  url          = {http://www.vldb.org/pvldb/vol10/p661-khan.pdf},\n  doi          = {10.14778/3055330.3055333},\n  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/pvldb/KhanX0H17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"khan-xu-nandi-hellerstein-datatweenerademonstrationofatweeningengineforincrementalvisualizationofdatatransforms-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/pvldb/vol10/p1953-khan.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'khan-xu-nandi-hellerstein-datatweenerademonstrationofatweeningengineforincrementalvisualizationofdatatransforms-2017', 'http://www.vldb.org/pvldb/vol10/p1953-khan.pdf', event);\">\n    DataTweener: A Demonstration of a Tweening Engine for Incremental Visualization of Data Transforms.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Khan, M. A.; Xu, L.; Nandi, A.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 10(12): 1953–1956.  2017.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/pvldb/vol10/p1953-khan.pdf\"\n     onclick=\"log_download('khan-xu-nandi-hellerstein-datatweenerademonstrationofatweeningengineforincrementalvisualizationofdatatransforms-2017', 'http://www.vldb.org/pvldb/vol10/p1953-khan.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"DataTweener: A Demonstration of a Tweening Engine for Incremental Visualization of Data Transforms [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.14778/3137765.3137817\"\n     onclick=\"log_download('khan-xu-nandi-hellerstein-datatweenerademonstrationofatweeningengineforincrementalvisualizationofdatatransforms-2017', 'http://doi.org/10.14778/3137765.3137817', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/khan-xu-nandi-hellerstein-datatweenerademonstrationofatweeningengineforincrementalvisualizationofdatatransforms-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('khan-xu-nandi-hellerstein-datatweenerademonstrationofatweeningengineforincrementalvisualizationofdatatransforms-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/KhanX0H17a,\n  author       = {Meraj Ahmed Khan and\n                  Larry Xu and\n                  Arnab Nandi and\n                  Joseph M. Hellerstein},\n  title        = {DataTweener: {A} Demonstration of a Tweening Engine for Incremental\n                  Visualization of Data Transforms},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {10},\n  number       = {12},\n  pages        = {1953--1956},\n  year         = {2017},\n  url          = {http://www.vldb.org/pvldb/vol10/p1953-khan.pdf},\n  doi          = {10.14778/3137765.3137817},\n  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/pvldb/KhanX0H17a.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"alvaro-conway-hellerstein-maier-blazescoordinationanalysisandplacementfordistributedprograms-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3110214\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'alvaro-conway-hellerstein-maier-blazescoordinationanalysisandplacementfordistributedprograms-2017', 'https://doi.org/10.1145/3110214', event);\">\n    Blazes: Coordination Analysis and Placement for Distributed Programs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Alvaro, P.; Conway, N.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Maier, D.\n</span>\n\n  \n\n</span>\n\n  <i>ACM Trans. Database Syst.</i>, 42(4): 23:1–23:31.  2017.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3110214\"\n     onclick=\"log_download('alvaro-conway-hellerstein-maier-blazescoordinationanalysisandplacementfordistributedprograms-2017', 'https://doi.org/10.1145/3110214', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Blazes: Coordination Analysis and Placement for Distributed Programs [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3110214\"\n     onclick=\"log_download('alvaro-conway-hellerstein-maier-blazescoordinationanalysisandplacementfordistributedprograms-2017', 'http://doi.org/10.1145/3110214', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/alvaro-conway-hellerstein-maier-blazescoordinationanalysisandplacementfordistributedprograms-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('alvaro-conway-hellerstein-maier-blazescoordinationanalysisandplacementfordistributedprograms-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/tods/AlvaroCHM17,\n  author       = {Peter Alvaro and\n                  Neil Conway and\n                  Joseph M. Hellerstein and\n                  David Maier},\n  title        = {Blazes: Coordination Analysis and Placement for Distributed Programs},\n  journal      = {{ACM} Trans. Database Syst.},\n  volume       = {42},\n  number       = {4},\n  pages        = {23:1--23:31},\n  year         = {2017},\n  url          = {https://doi.org/10.1145/3110214},\n  doi          = {10.1145/3110214},\n  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tods/AlvaroCHM17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-sreekanti-gonzalez-dalton-dey-nag-ramachandran-arora-etal-groundadatacontextservice-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://cidrdb.org/cidr2017/papers/p111-hellerstein-cidr17.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-sreekanti-gonzalez-dalton-dey-nag-ramachandran-arora-etal-groundadatacontextservice-2017', 'http://cidrdb.org/cidr2017/papers/p111-hellerstein-cidr17.pdf', event);\">\n    Ground: A Data Context Service.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Sreekanti, V.; Gonzalez, J. E.; Dalton, J.; Dey, A.; Nag, S.; Ramachandran, K.; Arora, S.; Bhattacharyya, A.; Das, S.; Donsky, M.; Fierro, G.; She, C.; Steinbach, C.; Subramanian, V.;  and Sun, E.\n</span>\n\n  \n\n</span>\n\n  In <i>8th Biennial Conference on Innovative Data Systems Research, CIDR 2017, Chaminade, CA, USA, January 8-11, 2017, Online Proceedings</i>,  2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://cidrdb.org/cidr2017/papers/p111-hellerstein-cidr17.pdf\"\n     onclick=\"log_download('hellerstein-sreekanti-gonzalez-dalton-dey-nag-ramachandran-arora-etal-groundadatacontextservice-2017', 'http://cidrdb.org/cidr2017/papers/p111-hellerstein-cidr17.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Ground: A Data Context Service [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-sreekanti-gonzalez-dalton-dey-nag-ramachandran-arora-etal-groundadatacontextservice-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-sreekanti-gonzalez-dalton-dey-nag-ramachandran-arora-etal-groundadatacontextservice-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/cidr/HellersteinSGSA17,\n  author       = {Joseph M. Hellerstein and\n                  Vikram Sreekanti and\n                  Joseph E. Gonzalez and\n                  James Dalton and\n                  Akon Dey and\n                  Sreyashi Nag and\n                  Krishna Ramachandran and\n                  Sudhanshu Arora and\n                  Arka Bhattacharyya and\n                  Shirshanka Das and\n                  Mark Donsky and\n                  Gabriel Fierro and\n                  Chang She and\n                  Carl Steinbach and\n                  Venkat Subramanian and\n                  Eric Sun},\n  title        = {Ground: {A} Data Context Service},\n  booktitle    = {8th Biennial Conference on Innovative Data Systems Research, {CIDR}\n                  2017, Chaminade, CA, USA, January 8-11, 2017, Online Proceedings},\n  year         = {2017},\n  crossref     = {DBLP:conf/cidr/2017},\n  url          = {http://cidrdb.org/cidr2017/papers/p111-hellerstein-cidr17.pdf},\n  timestamp    = {Mon, 18 Jul 2022 17:13:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cidr/HellersteinSGSA17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wu-faleiro-lin-hellerstein-indyasoftwaresystemforthedensecloud-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3127479.3134429\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wu-faleiro-lin-hellerstein-indyasoftwaresystemforthedensecloud-2017', 'https://doi.org/10.1145/3127479.3134429', event);\">\n    Indy: a software system for the dense cloud.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wu, C.; Faleiro, J. M.; Lin, Y.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, September 24-27, 2017</i>, pages 650,  2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3127479.3134429\"\n     onclick=\"log_download('wu-faleiro-lin-hellerstein-indyasoftwaresystemforthedensecloud-2017', 'https://doi.org/10.1145/3127479.3134429', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Indy: a software system for the dense cloud [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3127479.3134429\"\n     onclick=\"log_download('wu-faleiro-lin-hellerstein-indyasoftwaresystemforthedensecloud-2017', 'http://doi.org/10.1145/3127479.3134429', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wu-faleiro-lin-hellerstein-indyasoftwaresystemforthedensecloud-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wu-faleiro-lin-hellerstein-indyasoftwaresystemforthedensecloud-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/cloud/WuFLH17,\n  author       = {Chenggang Wu and\n                  Jose M. Faleiro and\n                  Yihan Lin and\n                  Joseph M. Hellerstein},\n  title        = {Indy: a software system for the dense cloud},\n  booktitle    = {Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa\n                  Clara, CA, USA, September 24-27, 2017},\n  pages        = {650},\n  year         = {2017},\n  crossref     = {DBLP:conf/cloud/2017},\n  url          = {https://doi.org/10.1145/3127479.3134429},\n  doi          = {10.1145/3127479.3134429},\n  timestamp    = {Tue, 18 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cloud/WuFLH17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"binnig-hellerstein-parameswaran-proceedingsofthe2ndworkshoponhumanintheloopdataanalyticshildasigmod2017chicagoilusamay142017-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3077257\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'binnig-hellerstein-parameswaran-proceedingsofthe2ndworkshoponhumanintheloopdataanalyticshildasigmod2017chicagoilusamay142017-2017', 'https://doi.org/10.1145/3077257', event);\">\n    Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics, HILDA@SIGMOD 2017, Chicago, IL, USA, May 14, 2017.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Binnig, C.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Parameswaran, A. G.,\n  editors.\n  \n</span>\n\n  \n\n</span>\n\n  ACM.  2017.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3077257\"\n     onclick=\"log_download('binnig-hellerstein-parameswaran-proceedingsofthe2ndworkshoponhumanintheloopdataanalyticshildasigmod2017chicagoilusamay142017-2017', 'https://doi.org/10.1145/3077257', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics, HILDA@SIGMOD 2017, Chicago, IL, USA, May 14, 2017 [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3077257\"\n     onclick=\"log_download('binnig-hellerstein-parameswaran-proceedingsofthe2ndworkshoponhumanintheloopdataanalyticshildasigmod2017chicagoilusamay142017-2017', 'http://doi.org/10.1145/3077257', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/binnig-hellerstein-parameswaran-proceedingsofthe2ndworkshoponhumanintheloopdataanalyticshildasigmod2017chicagoilusamay142017-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('binnig-hellerstein-parameswaran-proceedingsofthe2ndworkshoponhumanintheloopdataanalyticshildasigmod2017chicagoilusamay142017-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@proceedings{DBLP:conf/sigmod/2017hilda,\n  editor       = {Carsten Binnig and\n                  Joseph M. Hellerstein and\n                  Aditya G. Parameswaran},\n  title        = {Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics,\n                  HILDA@SIGMOD 2017, Chicago, IL, USA, May 14, 2017},\n  publisher    = {{ACM}},\n  year         = {2017},\n  url          = {https://doi.org/10.1145/3077257},\n  doi          = {10.1145/3077257},\n  isbn         = {978-1-4503-5029-7},\n  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/2017hilda.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"stoica-song-popa-patterson-mahoney-katz-joseph-jordan-etal-aberkeleyviewofsystemschallengesforai-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1712.05855\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'stoica-song-popa-patterson-mahoney-katz-joseph-jordan-etal-aberkeleyviewofsystemschallengesforai-2017', 'http://arxiv.org/abs/1712.05855', event);\">\n    A Berkeley View of Systems Challenges for AI.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Stoica, I.; Song, D.; Popa, R. A.; Patterson, D. A.; Mahoney, M. W.; Katz, R. H.; Joseph, A. D.; Jordan, M. I.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Gonzalez, J. E.; Goldberg, K.; Ghodsi, A.; Culler, D. E.;  and Abbeel, P.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/1712.05855.  2017.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/1712.05855\"\n     onclick=\"log_download('stoica-song-popa-patterson-mahoney-katz-joseph-jordan-etal-aberkeleyviewofsystemschallengesforai-2017', 'http://arxiv.org/abs/1712.05855', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"A Berkeley View of Systems Challenges for AI [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/stoica-song-popa-patterson-mahoney-katz-joseph-jordan-etal-aberkeleyviewofsystemschallengesforai-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('stoica-song-popa-patterson-mahoney-katz-joseph-jordan-etal-aberkeleyviewofsystemschallengesforai-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-1712-05855,\n  author       = {Ion Stoica and\n                  Dawn Song and\n                  Raluca Ada Popa and\n                  David A. Patterson and\n                  Michael W. Mahoney and\n                  Randy H. Katz and\n                  Anthony D. Joseph and\n                  Michael I. Jordan and\n                  Joseph M. Hellerstein and\n                  Joseph E. Gonzalez and\n                  Ken Goldberg and\n                  Ali Ghodsi and\n                  David E. Culler and\n                  Pieter Abbeel},\n  title        = {A Berkeley View of Systems Challenges for {AI}},\n  journal      = {CoRR},\n  volume       = {abs/1712.05855},\n  year         = {2017},\n  url          = {http://arxiv.org/abs/1712.05855},\n  eprinttype    = {arXiv},\n  eprint       = {1712.05855},\n  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1712-05855.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2016\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2016')\"\n      onkeypress=\"toggleGroup('group_2016')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2016</span>\n      <span class=\"bibbase_group_count\">\n        \n        (7)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"abadi-agrawal-ailamaki-balazinska-bernstein-carey-chaudhuri-dean-etal-thebeckmanreportondatabaseresearch-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/2845915\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'abadi-agrawal-ailamaki-balazinska-bernstein-carey-chaudhuri-dean-etal-thebeckmanreportondatabaseresearch-2016', 'https://doi.org/10.1145/2845915', event);\">\n    The Beckman report on database research.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Abadi, D.; Agrawal, R.; Ailamaki, A.; Balazinska, M.; Bernstein, P. A.; Carey, M. J.; Chaudhuri, S.; Dean, J.; Doan, A.; Franklin, M. J.; Gehrke, J.; Haas, L. M.; Halevy, A. Y.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Ioannidis, Y. E.; Jagadish, H. V.; Kossmann, D.; Madden, S.; Mehrotra, S.; Milo, T.; Naughton, J. F.; Ramakrishnan, R.; Markl, V.; Olston, C.; Ooi, B. C.; Ré, C.; Suciu, D.; Stonebraker, M.; Walter, T.;  and Widom, J.\n</span>\n\n  \n\n</span>\n\n  <i>Commun. ACM</i>, 59(2): 92–99.  2016.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/2845915\"\n     onclick=\"log_download('abadi-agrawal-ailamaki-balazinska-bernstein-carey-chaudhuri-dean-etal-thebeckmanreportondatabaseresearch-2016', 'https://doi.org/10.1145/2845915', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The Beckman report on database research [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2845915\"\n     onclick=\"log_download('abadi-agrawal-ailamaki-balazinska-bernstein-carey-chaudhuri-dean-etal-thebeckmanreportondatabaseresearch-2016', 'http://doi.org/10.1145/2845915', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/abadi-agrawal-ailamaki-balazinska-bernstein-carey-chaudhuri-dean-etal-thebeckmanreportondatabaseresearch-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('abadi-agrawal-ailamaki-balazinska-bernstein-carey-chaudhuri-dean-etal-thebeckmanreportondatabaseresearch-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/cacm/AbadiAABBCCDDFG16,\n  author       = {Daniel Abadi and\n                  Rakesh Agrawal and\n                  Anastasia Ailamaki and\n                  Magdalena Balazinska and\n                  Philip A. Bernstein and\n                  Michael J. Carey and\n                  Surajit Chaudhuri and\n                  Jeffrey Dean and\n                  AnHai Doan and\n                  Michael J. Franklin and\n                  Johannes Gehrke and\n                  Laura M. Haas and\n                  Alon Y. Halevy and\n                  Joseph M. Hellerstein and\n                  Yannis E. Ioannidis and\n                  H. V. Jagadish and\n                  Donald Kossmann and\n                  Samuel Madden and\n                  Sharad Mehrotra and\n                  Tova Milo and\n                  Jeffrey F. Naughton and\n                  Raghu Ramakrishnan and\n                  Volker Markl and\n                  Christopher Olston and\n                  Beng Chin Ooi and\n                  Christopher R{\\&#x27;{e}} and\n                  Dan Suciu and\n                  Michael Stonebraker and\n                  Todd Walter and\n                  Jennifer Widom},\n  title        = {The Beckman report on database research},\n  journal      = {Commun. {ACM}},\n  volume       = {59},\n  number       = {2},\n  pages        = {92--99},\n  year         = {2016},\n  url          = {https://doi.org/10.1145/2845915},\n  doi          = {10.1145/2845915},\n  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/cacm/AbadiAABBCCDDFG16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bailis-fekete-ghodsi-hellerstein-stoica-scalableatomicvisibilitywithramptransactions-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/2909870\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bailis-fekete-ghodsi-hellerstein-stoica-scalableatomicvisibilitywithramptransactions-2016', 'https://doi.org/10.1145/2909870', event);\">\n    Scalable Atomic Visibility with RAMP Transactions.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bailis, P.; Fekete, A. D.; Ghodsi, A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  <i>ACM Trans. Database Syst.</i>, 41(3): 15:1–15:45.  2016.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/2909870\"\n     onclick=\"log_download('bailis-fekete-ghodsi-hellerstein-stoica-scalableatomicvisibilitywithramptransactions-2016', 'https://doi.org/10.1145/2909870', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Scalable Atomic Visibility with RAMP Transactions [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2909870\"\n     onclick=\"log_download('bailis-fekete-ghodsi-hellerstein-stoica-scalableatomicvisibilitywithramptransactions-2016', 'http://doi.org/10.1145/2909870', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bailis-fekete-ghodsi-hellerstein-stoica-scalableatomicvisibilitywithramptransactions-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bailis-fekete-ghodsi-hellerstein-stoica-scalableatomicvisibilitywithramptransactions-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/tods/BailisFGHS16,\n  author       = {Peter Bailis and\n                  Alan D. Fekete and\n                  Ali Ghodsi and\n                  Joseph M. Hellerstein and\n                  Ion Stoica},\n  title        = {Scalable Atomic Visibility with {RAMP} Transactions},\n  journal      = {{ACM} Trans. Database Syst.},\n  volume       = {41},\n  number       = {3},\n  pages        = {15:1--15:45},\n  year         = {2016},\n  url          = {https://doi.org/10.1145/2909870},\n  doi          = {10.1145/2909870},\n  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tods/BailisFGHS16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"ameloot-denbussche-marczak-alvaro-hellerstein-puttinglogicbaseddistributedsystemsonstablegrounds-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1017/S1471068415000381\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'ameloot-denbussche-marczak-alvaro-hellerstein-puttinglogicbaseddistributedsystemsonstablegrounds-2016', 'https://doi.org/10.1017/S1471068415000381', event);\">\n    Putting logic-based distributed systems on stable grounds.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Ameloot, T. J.; den Bussche, J. V.; Marczak, W. R.; Alvaro, P.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Theory Pract. Log. Program.</i>, 16(4): 378–417.  2016.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1017/S1471068415000381\"\n     onclick=\"log_download('ameloot-denbussche-marczak-alvaro-hellerstein-puttinglogicbaseddistributedsystemsonstablegrounds-2016', 'https://doi.org/10.1017/S1471068415000381', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Putting logic-based distributed systems on stable grounds [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1017/S1471068415000381\"\n     onclick=\"log_download('ameloot-denbussche-marczak-alvaro-hellerstein-puttinglogicbaseddistributedsystemsonstablegrounds-2016', 'http://doi.org/10.1017/S1471068415000381', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ameloot-denbussche-marczak-alvaro-hellerstein-puttinglogicbaseddistributedsystemsonstablegrounds-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ameloot-denbussche-marczak-alvaro-hellerstein-puttinglogicbaseddistributedsystemsonstablegrounds-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/tplp/AmelootBMAH16,\n  author       = {Tom J. Ameloot and\n                  Jan Van den Bussche and\n                  William R. Marczak and\n                  Peter Alvaro and\n                  Joseph M. Hellerstein},\n  title        = {Putting logic-based distributed systems on stable grounds},\n  journal      = {Theory Pract. Log. Program.},\n  volume       = {16},\n  number       = {4},\n  pages        = {378--417},\n  year         = {2016},\n  url          = {https://doi.org/10.1017/S1471068415000381},\n  doi          = {10.1017/S1471068415000381},\n  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tplp/AmelootBMAH16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"schleiersmith-krogen-hellerstein-restreamacceleratingbacktestingandstreamreplaywithserialequivalentparallelprocessing-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/2987550.2987573\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'schleiersmith-krogen-hellerstein-restreamacceleratingbacktestingandstreamreplaywithserialequivalentparallelprocessing-2016', 'https://doi.org/10.1145/2987550.2987573', event);\">\n    ReStream: Accelerating Backtesting and Stream Replay with Serial-Equivalent Parallel Processing.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Schleier-Smith, J.; Krogen, E. T.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Seventh ACM Symposium on Cloud Computing, Santa Clara, CA, USA, October 5-7, 2016</i>, pages 334–347,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/2987550.2987573\"\n     onclick=\"log_download('schleiersmith-krogen-hellerstein-restreamacceleratingbacktestingandstreamreplaywithserialequivalentparallelprocessing-2016', 'https://doi.org/10.1145/2987550.2987573', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"ReStream: Accelerating Backtesting and Stream Replay with Serial-Equivalent Parallel Processing [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2987550.2987573\"\n     onclick=\"log_download('schleiersmith-krogen-hellerstein-restreamacceleratingbacktestingandstreamreplaywithserialequivalentparallelprocessing-2016', 'http://doi.org/10.1145/2987550.2987573', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/schleiersmith-krogen-hellerstein-restreamacceleratingbacktestingandstreamreplaywithserialequivalentparallelprocessing-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('schleiersmith-krogen-hellerstein-restreamacceleratingbacktestingandstreamreplaywithserialequivalentparallelprocessing-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/cloud/Schleier-SmithK16,\n  author       = {Johann Schleier{-}Smith and\n                  Erik T. Krogen and\n                  Joseph M. Hellerstein},\n  title        = {ReStream: Accelerating Backtesting and Stream Replay with Serial-Equivalent\n                  Parallel Processing},\n  booktitle    = {Proceedings of the Seventh {ACM} Symposium on Cloud Computing, Santa\n                  Clara, CA, USA, October 5-7, 2016},\n  pages        = {334--347},\n  year         = {2016},\n  crossref     = {DBLP:conf/cloud/2016},\n  url          = {https://doi.org/10.1145/2987550.2987573},\n  doi          = {10.1145/2987550.2987573},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/cloud/Schleier-SmithK16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-peoplecomputersandthehotmessofrealdata-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/2939672.2945356\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-peoplecomputersandthehotmessofrealdata-2016', 'https://doi.org/10.1145/2939672.2945356', event);\">\n    People, Computers, and The Hot Mess of Real Data.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, August 13-17, 2016</i>, pages 7,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/2939672.2945356\"\n     onclick=\"log_download('hellerstein-peoplecomputersandthehotmessofrealdata-2016', 'https://doi.org/10.1145/2939672.2945356', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"People, Computers, and The Hot Mess of Real Data [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2939672.2945356\"\n     onclick=\"log_download('hellerstein-peoplecomputersandthehotmessofrealdata-2016', 'http://doi.org/10.1145/2939672.2945356', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-peoplecomputersandthehotmessofrealdata-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-peoplecomputersandthehotmessofrealdata-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/kdd/Hellerstein16,\n  author       = {Joseph M. Hellerstein},\n  title        = {People, Computers, and The Hot Mess of Real Data},\n  booktitle    = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, San Francisco, CA, USA, August\n                  13-17, 2016},\n  pages        = {7},\n  year         = {2016},\n  crossref     = {DBLP:conf/kdd/2016},\n  url          = {https://doi.org/10.1145/2939672.2945356},\n  doi          = {10.1145/2939672.2945356},\n  timestamp    = {Tue, 06 Nov 2018 16:59:37 +0100},\n  biburl       = {https://dblp.org/rec/conf/kdd/Hellerstein16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wu-hellerstein-wu-adevilishapproachtoinconsistencyininteractivevisualizations-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/2939502.2939517\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wu-hellerstein-wu-adevilishapproachtoinconsistencyininteractivevisualizations-2016', 'https://doi.org/10.1145/2939502.2939517', event);\">\n    A DeVIL-ish approach to inconsistency in interactive visualizations.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wu, Y.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Wu, E.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Workshop on Human-In-the-Loop Data Analytics, HILDA@SIGMOD 2016, San Francisco, CA, USA, June 26 - July 01, 2016</i>, pages 15,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/2939502.2939517\"\n     onclick=\"log_download('wu-hellerstein-wu-adevilishapproachtoinconsistencyininteractivevisualizations-2016', 'https://doi.org/10.1145/2939502.2939517', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"A DeVIL-ish approach to inconsistency in interactive visualizations [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2939502.2939517\"\n     onclick=\"log_download('wu-hellerstein-wu-adevilishapproachtoinconsistencyininteractivevisualizations-2016', 'http://doi.org/10.1145/2939502.2939517', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wu-hellerstein-wu-adevilishapproachtoinconsistencyininteractivevisualizations-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wu-hellerstein-wu-adevilishapproachtoinconsistencyininteractivevisualizations-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/WuH016,\n  author       = {Yifan Wu and\n                  Joseph M. Hellerstein and\n                  Eugene Wu},\n  title        = {A DeVIL-ish approach to inconsistency in interactive visualizations},\n  booktitle    = {Proceedings of the Workshop on Human-In-the-Loop Data Analytics, HILDA@SIGMOD\n                  2016, San Francisco, CA, USA, June 26 - July 01, 2016},\n  pages        = {15},\n  year         = {2016},\n  crossref     = {DBLP:conf/sigmod/2016hilda},\n  url          = {https://doi.org/10.1145/2939502.2939517},\n  doi          = {10.1145/2939502.2939517},\n  timestamp    = {Thu, 27 Aug 2020 11:23:11 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/WuH016.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-naughtonswisconsinbibliographyabriefguide-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1605.05566\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-naughtonswisconsinbibliographyabriefguide-2016', 'http://arxiv.org/abs/1605.05566', event);\">\n    Naughton's Wisconsin Bibliography: A Brief Guide.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/1605.05566.  2016.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/1605.05566\"\n     onclick=\"log_download('hellerstein-naughtonswisconsinbibliographyabriefguide-2016', 'http://arxiv.org/abs/1605.05566', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Naughton&#x27;s Wisconsin Bibliography: A Brief Guide [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-naughtonswisconsinbibliographyabriefguide-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-naughtonswisconsinbibliographyabriefguide-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/Hellerstein16,\n  author       = {Joseph M. Hellerstein},\n  title        = {Naughton&#x27;s Wisconsin Bibliography: {A} Brief Guide},\n  journal      = {CoRR},\n  volume       = {abs/1605.05566},\n  year         = {2016},\n  url          = {http://arxiv.org/abs/1605.05566},\n  eprinttype    = {arXiv},\n  eprint       = {1605.05566},\n  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/Hellerstein16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2015\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2015')\"\n      onkeypress=\"toggleGroup('group_2015')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2015</span>\n      <span class=\"bibbase_group_count\">\n        \n        (7)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"heer-hellerstein-kandel-predictiveinteractionfordatatransformation-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://cidrdb.org/cidr2015/Papers/CIDR15\\_Paper27.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'heer-hellerstein-kandel-predictiveinteractionfordatatransformation-2015', 'http://cidrdb.org/cidr2015/Papers/CIDR15\\_Paper27.pdf', event);\">\n    Predictive Interaction for Data Transformation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Heer, J.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Kandel, S.\n</span>\n\n  \n\n</span>\n\n  In <i>Seventh Biennial Conference on Innovative Data Systems Research, CIDR 2015, Asilomar, CA, USA, January 4-7, 2015, Online Proceedings</i>,  2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://cidrdb.org/cidr2015/Papers/CIDR15\\_Paper27.pdf\"\n     onclick=\"log_download('heer-hellerstein-kandel-predictiveinteractionfordatatransformation-2015', 'http://cidrdb.org/cidr2015/Papers/CIDR15\\_Paper27.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Predictive Interaction for Data Transformation [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/heer-hellerstein-kandel-predictiveinteractionfordatatransformation-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('heer-hellerstein-kandel-predictiveinteractionfordatatransformation-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/cidr/HeerHK15,\n  author       = {Jeffrey Heer and\n                  Joseph M. Hellerstein and\n                  Sean Kandel},\n  title        = {Predictive Interaction for Data Transformation},\n  booktitle    = {Seventh Biennial Conference on Innovative Data Systems Research, {CIDR}\n                  2015, Asilomar, CA, USA, January 4-7, 2015, Online Proceedings},\n  year         = {2015},\n  crossref     = {DBLP:conf/cidr/2015},\n  url          = {http://cidrdb.org/cidr2015/Papers/CIDR15\\_Paper27.pdf},\n  timestamp    = {Mon, 18 Jul 2022 17:13:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cidr/HeerHK15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-datatechnologyandthechallengesofabundance-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://cidrdb.org/cidr2015/Papers/28\\_Abstract91HJ.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-datatechnologyandthechallengesofabundance-2015', 'http://cidrdb.org/cidr2015/Papers/28\\_Abstract91HJ.pdf', event);\">\n    Data, Technology and the Challenges of Abundance.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Seventh Biennial Conference on Innovative Data Systems Research, CIDR 2015, Asilomar, CA, USA, January 4-7, 2015, Online Proceedings</i>,  2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://cidrdb.org/cidr2015/Papers/28\\_Abstract91HJ.pdf\"\n     onclick=\"log_download('hellerstein-datatechnologyandthechallengesofabundance-2015', 'http://cidrdb.org/cidr2015/Papers/28\\_Abstract91HJ.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Data, Technology and the Challenges of Abundance [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-datatechnologyandthechallengesofabundance-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-datatechnologyandthechallengesofabundance-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/cidr/Hellerstein15,\n  author       = {Joseph M. Hellerstein},\n  title        = {Data, Technology and the Challenges of Abundance},\n  booktitle    = {Seventh Biennial Conference on Innovative Data Systems Research, {CIDR}\n                  2015, Asilomar, CA, USA, January 4-7, 2015, Online Proceedings},\n  year         = {2015},\n  crossref     = {DBLP:conf/cidr/2015},\n  url          = {http://cidrdb.org/cidr2015/Papers/28\\_Abstract91HJ.pdf},\n  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/cidr/Hellerstein15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"alvaro-rosen-hellerstein-lineagedrivenfaultinjection-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/2723372.2723711\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'alvaro-rosen-hellerstein-lineagedrivenfaultinjection-2015', 'https://doi.org/10.1145/2723372.2723711', event);\">\n    Lineage-driven Fault Injection.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Alvaro, P.; Rosen, J.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31 - June 4, 2015</i>, pages 331–346,  2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/2723372.2723711\"\n     onclick=\"log_download('alvaro-rosen-hellerstein-lineagedrivenfaultinjection-2015', 'https://doi.org/10.1145/2723372.2723711', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Lineage-driven Fault Injection [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2723372.2723711\"\n     onclick=\"log_download('alvaro-rosen-hellerstein-lineagedrivenfaultinjection-2015', 'http://doi.org/10.1145/2723372.2723711', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/alvaro-rosen-hellerstein-lineagedrivenfaultinjection-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('alvaro-rosen-hellerstein-lineagedrivenfaultinjection-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/AlvaroRH15,\n  author       = {Peter Alvaro and\n                  Joshua Rosen and\n                  Joseph M. Hellerstein},\n  title        = {Lineage-driven Fault Injection},\n  booktitle    = {Proceedings of the 2015 {ACM} {SIGMOD} International Conference on\n                  Management of Data, Melbourne, Victoria, Australia, May 31 - June\n                  4, 2015},\n  pages        = {331--346},\n  year         = {2015},\n  crossref     = {DBLP:conf/sigmod/2015},\n  url          = {https://doi.org/10.1145/2723372.2723711},\n  doi          = {10.1145/2723372.2723711},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/AlvaroRH15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bailis-fekete-franklin-ghodsi-hellerstein-stoica-feralconcurrencycontrolanempiricalinvestigationofmodernapplicationintegrity-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/2723372.2737784\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bailis-fekete-franklin-ghodsi-hellerstein-stoica-feralconcurrencycontrolanempiricalinvestigationofmodernapplicationintegrity-2015', 'https://doi.org/10.1145/2723372.2737784', event);\">\n    Feral Concurrency Control: An Empirical Investigation of Modern Application Integrity.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bailis, P.; Fekete, A. D.; Franklin, M. J.; Ghodsi, A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31 - June 4, 2015</i>, pages 1327–1342,  2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/2723372.2737784\"\n     onclick=\"log_download('bailis-fekete-franklin-ghodsi-hellerstein-stoica-feralconcurrencycontrolanempiricalinvestigationofmodernapplicationintegrity-2015', 'https://doi.org/10.1145/2723372.2737784', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Feral Concurrency Control: An Empirical Investigation of Modern Application Integrity [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2723372.2737784\"\n     onclick=\"log_download('bailis-fekete-franklin-ghodsi-hellerstein-stoica-feralconcurrencycontrolanempiricalinvestigationofmodernapplicationintegrity-2015', 'http://doi.org/10.1145/2723372.2737784', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bailis-fekete-franklin-ghodsi-hellerstein-stoica-feralconcurrencycontrolanempiricalinvestigationofmodernapplicationintegrity-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bailis-fekete-franklin-ghodsi-hellerstein-stoica-feralconcurrencycontrolanempiricalinvestigationofmodernapplicationintegrity-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/BailisFFGHS15,\n  author       = {Peter Bailis and\n                  Alan D. Fekete and\n                  Michael J. Franklin and\n                  Ali Ghodsi and\n                  Joseph M. Hellerstein and\n                  Ion Stoica},\n  title        = {Feral Concurrency Control: An Empirical Investigation of Modern Application\n                  Integrity},\n  booktitle    = {Proceedings of the 2015 {ACM} {SIGMOD} International Conference on\n                  Management of Data, Melbourne, Victoria, Australia, May 31 - June\n                  4, 2015},\n  pages        = {1327--1342},\n  year         = {2015},\n  crossref     = {DBLP:conf/sigmod/2015},\n  url          = {https://doi.org/10.1145/2723372.2737784},\n  doi          = {10.1145/2723372.2737784},\n  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/BailisFFGHS15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bailis-hellerstein-stonebraker-readingsindatabasesystems5thedition-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.redbook.io/\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bailis-hellerstein-stonebraker-readingsindatabasesystems5thedition-2015', 'http://www.redbook.io/', event);\">\n    Readings in Database Systems, 5th Edition.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bailis, P.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Stonebraker, M.,\n  editors.\n  \n</span>\n\n  \n\n</span>\n\n   2015.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.redbook.io/\"\n     onclick=\"log_download('bailis-hellerstein-stonebraker-readingsindatabasesystems5thedition-2015', 'http://www.redbook.io/', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Readings in Database Systems, 5th Edition [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bailis-hellerstein-stonebraker-readingsindatabasesystems5thedition-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bailis-hellerstein-stonebraker-readingsindatabasesystems5thedition-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@book{DBLP:books/others/red,\n  editor       = {Peter Bailis and\n                  Joseph M. Hellerstein and\n                  Michael Stonebraker},\n  title        = {Readings in Database Systems, 5th Edition},\n  year         = {2015},\n  url          = {http://www.redbook.io/},\n  timestamp    = {Fri, 12 May 2017 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/books/others/red.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"ameloot-denbussche-marczak-alvaro-hellerstein-puttinglogicbaseddistributedsystemsonstablegrounds-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1507.05539\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'ameloot-denbussche-marczak-alvaro-hellerstein-puttinglogicbaseddistributedsystemsonstablegrounds-2015', 'http://arxiv.org/abs/1507.05539', event);\">\n    Putting Logic-Based Distributed Systems on Stable Grounds.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Ameloot, T. J.; den Bussche, J. V.; Marczak, W. R.; Alvaro, P.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/1507.05539.  2015.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/1507.05539\"\n     onclick=\"log_download('ameloot-denbussche-marczak-alvaro-hellerstein-puttinglogicbaseddistributedsystemsonstablegrounds-2015', 'http://arxiv.org/abs/1507.05539', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Putting Logic-Based Distributed Systems on Stable Grounds [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ameloot-denbussche-marczak-alvaro-hellerstein-puttinglogicbaseddistributedsystemsonstablegrounds-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ameloot-denbussche-marczak-alvaro-hellerstein-puttinglogicbaseddistributedsystemsonstablegrounds-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/AmelootBMAH15,\n  author       = {Tom J. Ameloot and\n                  Jan Van den Bussche and\n                  William R. Marczak and\n                  Peter Alvaro and\n                  Joseph M. Hellerstein},\n  title        = {Putting Logic-Based Distributed Systems on Stable Grounds},\n  journal      = {CoRR},\n  volume       = {abs/1507.05539},\n  year         = {2015},\n  url          = {http://arxiv.org/abs/1507.05539},\n  eprinttype    = {arXiv},\n  eprint       = {1507.05539},\n  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/AmelootBMAH15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"gonzalez-bailis-jordan-franklin-hellerstein-ghodsi-stoica-asynchronouscomplexanalyticsinadistributeddataflowarchitecture-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1510.07092\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'gonzalez-bailis-jordan-franklin-hellerstein-ghodsi-stoica-asynchronouscomplexanalyticsinadistributeddataflowarchitecture-2015', 'http://arxiv.org/abs/1510.07092', event);\">\n    Asynchronous Complex Analytics in a Distributed Dataflow Architecture.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gonzalez, J. E.; Bailis, P.; Jordan, M. I.; Franklin, M. J.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Ghodsi, A.;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/1510.07092.  2015.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/1510.07092\"\n     onclick=\"log_download('gonzalez-bailis-jordan-franklin-hellerstein-ghodsi-stoica-asynchronouscomplexanalyticsinadistributeddataflowarchitecture-2015', 'http://arxiv.org/abs/1510.07092', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Asynchronous Complex Analytics in a Distributed Dataflow Architecture [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gonzalez-bailis-jordan-franklin-hellerstein-ghodsi-stoica-asynchronouscomplexanalyticsinadistributeddataflowarchitecture-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gonzalez-bailis-jordan-franklin-hellerstein-ghodsi-stoica-asynchronouscomplexanalyticsinadistributeddataflowarchitecture-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/GonzalezBJFHGS15,\n  author       = {Joseph E. Gonzalez and\n                  Peter Bailis and\n                  Michael I. Jordan and\n                  Michael J. Franklin and\n                  Joseph M. Hellerstein and\n                  Ali Ghodsi and\n                  Ion Stoica},\n  title        = {Asynchronous Complex Analytics in a Distributed Dataflow Architecture},\n  journal      = {CoRR},\n  volume       = {abs/1510.07092},\n  year         = {2015},\n  url          = {http://arxiv.org/abs/1510.07092},\n  eprinttype    = {arXiv},\n  eprint       = {1510.07092},\n  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/GonzalezBJFHGS15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2014\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2014')\"\n      onkeypress=\"toggleGroup('group_2014')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2014</span>\n      <span class=\"bibbase_group_count\">\n        \n        (9)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"bailis-venkataraman-franklin-hellerstein-stoica-quantifyingeventualconsistencywithpbs-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/2632792\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bailis-venkataraman-franklin-hellerstein-stoica-quantifyingeventualconsistencywithpbs-2014', 'https://doi.org/10.1145/2632792', event);\">\n    Quantifying eventual consistency with PBS.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bailis, P.; Venkataraman, S.; Franklin, M. J.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  <i>Commun. ACM</i>, 57(8): 93–102.  2014.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/2632792\"\n     onclick=\"log_download('bailis-venkataraman-franklin-hellerstein-stoica-quantifyingeventualconsistencywithpbs-2014', 'https://doi.org/10.1145/2632792', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Quantifying eventual consistency with PBS [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2632792\"\n     onclick=\"log_download('bailis-venkataraman-franklin-hellerstein-stoica-quantifyingeventualconsistencywithpbs-2014', 'http://doi.org/10.1145/2632792', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bailis-venkataraman-franklin-hellerstein-stoica-quantifyingeventualconsistencywithpbs-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bailis-venkataraman-franklin-hellerstein-stoica-quantifyingeventualconsistencywithpbs-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/cacm/BailisVFHS14,\n  author       = {Peter Bailis and\n                  Shivaram Venkataraman and\n                  Michael J. Franklin and\n                  Joseph M. Hellerstein and\n                  Ion Stoica},\n  title        = {Quantifying eventual consistency with {PBS}},\n  journal      = {Commun. {ACM}},\n  volume       = {57},\n  number       = {8},\n  pages        = {93--102},\n  year         = {2014},\n  url          = {https://doi.org/10.1145/2632792},\n  doi          = {10.1145/2632792},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/cacm/BailisVFHS14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"conway-alvaro-andrews-hellerstein-edelweissautomaticstoragereclamationfordistributedprogramming-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/pvldb/vol7/p481-conway.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'conway-alvaro-andrews-hellerstein-edelweissautomaticstoragereclamationfordistributedprogramming-2014', 'http://www.vldb.org/pvldb/vol7/p481-conway.pdf', event);\">\n    Edelweiss: Automatic Storage Reclamation for Distributed Programming.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Conway, N.; Alvaro, P.; Andrews, E.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 7(6): 481–492.  2014.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/pvldb/vol7/p481-conway.pdf\"\n     onclick=\"log_download('conway-alvaro-andrews-hellerstein-edelweissautomaticstoragereclamationfordistributedprogramming-2014', 'http://www.vldb.org/pvldb/vol7/p481-conway.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Edelweiss: Automatic Storage Reclamation for Distributed Programming [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.14778/2732279.2732285\"\n     onclick=\"log_download('conway-alvaro-andrews-hellerstein-edelweissautomaticstoragereclamationfordistributedprogramming-2014', 'http://doi.org/10.14778/2732279.2732285', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/conway-alvaro-andrews-hellerstein-edelweissautomaticstoragereclamationfordistributedprogramming-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('conway-alvaro-andrews-hellerstein-edelweissautomaticstoragereclamationfordistributedprogramming-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/ConwayAAH14,\n  author       = {Neil Conway and\n                  Peter Alvaro and\n                  Emily Andrews and\n                  Joseph M. Hellerstein},\n  title        = {Edelweiss: Automatic Storage Reclamation for Distributed Programming},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {7},\n  number       = {6},\n  pages        = {481--492},\n  year         = {2014},\n  url          = {http://www.vldb.org/pvldb/vol7/p481-conway.pdf},\n  doi          = {10.14778/2732279.2732285},\n  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/pvldb/ConwayAAH14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bailis-fekete-franklin-ghodsi-hellerstein-stoica-coordinationavoidanceindatabasesystems-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/pvldb/vol8/p185-bailis.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bailis-fekete-franklin-ghodsi-hellerstein-stoica-coordinationavoidanceindatabasesystems-2014', 'http://www.vldb.org/pvldb/vol8/p185-bailis.pdf', event);\">\n    Coordination Avoidance in Database Systems.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bailis, P.; Fekete, A. D.; Franklin, M. J.; Ghodsi, A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 8(3): 185–196.  2014.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/pvldb/vol8/p185-bailis.pdf\"\n     onclick=\"log_download('bailis-fekete-franklin-ghodsi-hellerstein-stoica-coordinationavoidanceindatabasesystems-2014', 'http://www.vldb.org/pvldb/vol8/p185-bailis.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Coordination Avoidance in Database Systems [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.14778/2735508.2735509\"\n     onclick=\"log_download('bailis-fekete-franklin-ghodsi-hellerstein-stoica-coordinationavoidanceindatabasesystems-2014', 'http://doi.org/10.14778/2735508.2735509', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bailis-fekete-franklin-ghodsi-hellerstein-stoica-coordinationavoidanceindatabasesystems-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bailis-fekete-franklin-ghodsi-hellerstein-stoica-coordinationavoidanceindatabasesystems-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/BailisFFGHS14,\n  author       = {Peter Bailis and\n                  Alan D. Fekete and\n                  Michael J. Franklin and\n                  Ali Ghodsi and\n                  Joseph M. Hellerstein and\n                  Ion Stoica},\n  title        = {Coordination Avoidance in Database Systems},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {8},\n  number       = {3},\n  pages        = {185--196},\n  year         = {2014},\n  url          = {http://www.vldb.org/pvldb/vol8/p185-bailis.pdf},\n  doi          = {10.14778/2735508.2735509},\n  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/pvldb/BailisFFGHS14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"abadi-agrawal-ailamaki-balazinska-bernstein-carey-chaudhuri-dean-etal-thebeckmanreportondatabaseresearch-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/2694428.2694441\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'abadi-agrawal-ailamaki-balazinska-bernstein-carey-chaudhuri-dean-etal-thebeckmanreportondatabaseresearch-2014', 'https://doi.org/10.1145/2694428.2694441', event);\">\n    The Beckman Report on Database Research.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=https://www.cs.umd.edu/~abadi/pubs/abadirefs.bib&group0=displaycategory&theme=side&filter=authors:Abadi\">Abadi, D. J.</a>; Agrawal, R.; Ailamaki, A.; Balazinska, M.; Bernstein, P. A.; Carey, M. J.; Chaudhuri, S.; <a class=\"bibbase author link\" href=\"https://bibbase.org/dblp/jeffrey_dean\">Dean, J.</a>; Doan, A.; Franklin, M. J.; Gehrke, J.; Haas, L. M.; Halevy, A. Y.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Ioannidis, Y. E.; Jagadish, H. V.; Kossmann, D.; Madden, S.; Mehrotra, S.; Milo, T.; Naughton, J. F.; Ramakrishnan, R.; Markl, V.; Olston, C.; Ooi, B. C.; Ré, C.; Suciu, D.; Stonebraker, M.; Walter, T.;  and Widom, J.\n</span>\n\n  \n\n</span>\n\n  <i>SIGMOD Rec.</i>, 43(3): 61–70.  2014.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/2694428.2694441\"\n     onclick=\"log_download('abadi-agrawal-ailamaki-balazinska-bernstein-carey-chaudhuri-dean-etal-thebeckmanreportondatabaseresearch-2014', 'https://doi.org/10.1145/2694428.2694441', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The Beckman Report on Database Research [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2694428.2694441\"\n     onclick=\"log_download('abadi-agrawal-ailamaki-balazinska-bernstein-carey-chaudhuri-dean-etal-thebeckmanreportondatabaseresearch-2014', 'http://doi.org/10.1145/2694428.2694441', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/abadi-agrawal-ailamaki-balazinska-bernstein-carey-chaudhuri-dean-etal-thebeckmanreportondatabaseresearch-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('abadi-agrawal-ailamaki-balazinska-bernstein-carey-chaudhuri-dean-etal-thebeckmanreportondatabaseresearch-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/sigmod/AbadiAABBCCDDFGHHHIJKMMMNRMOORSSWW14,\n  author       = {Daniel J. Abadi and\n                  Rakesh Agrawal and\n                  Anastasia Ailamaki and\n                  Magdalena Balazinska and\n                  Philip A. Bernstein and\n                  Michael J. Carey and\n                  Surajit Chaudhuri and\n                  Jeffrey Dean and\n                  AnHai Doan and\n                  Michael J. Franklin and\n                  Johannes Gehrke and\n                  Laura M. Haas and\n                  Alon Y. Halevy and\n                  Joseph M. Hellerstein and\n                  Yannis E. Ioannidis and\n                  H. V. Jagadish and\n                  Donald Kossmann and\n                  Samuel Madden and\n                  Sharad Mehrotra and\n                  Tova Milo and\n                  Jeffrey F. Naughton and\n                  Raghu Ramakrishnan and\n                  Volker Markl and\n                  Christopher Olston and\n                  Beng Chin Ooi and\n                  Christopher R{\\&#x27;{e}} and\n                  Dan Suciu and\n                  Michael Stonebraker and\n                  Todd Walter and\n                  Jennifer Widom},\n  title        = {The Beckman Report on Database Research},\n  journal      = {{SIGMOD} Rec.},\n  volume       = {43},\n  number       = {3},\n  pages        = {61--70},\n  year         = {2014},\n  url          = {https://doi.org/10.1145/2694428.2694441},\n  doi          = {10.1145/2694428.2694441},\n  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/sigmod/AbadiAABBCCDDFGHHHIJKMMMNRMOORSSWW14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bailis-venkataraman-franklin-hellerstein-stoica-quantifyingeventualconsistencywithpbs-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1007/s00778-013-0330-1\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bailis-venkataraman-franklin-hellerstein-stoica-quantifyingeventualconsistencywithpbs-2014', 'https://doi.org/10.1007/s00778-013-0330-1', event);\">\n    Quantifying eventual consistency with PBS.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bailis, P.; Venkataraman, S.; Franklin, M. J.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  <i>VLDB J.</i>, 23(2): 279–302.  2014.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1007/s00778-013-0330-1\"\n     onclick=\"log_download('bailis-venkataraman-franklin-hellerstein-stoica-quantifyingeventualconsistencywithpbs-2014', 'https://doi.org/10.1007/s00778-013-0330-1', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Quantifying eventual consistency with PBS [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/S00778-013-0330-1\"\n     onclick=\"log_download('bailis-venkataraman-franklin-hellerstein-stoica-quantifyingeventualconsistencywithpbs-2014', 'http://doi.org/10.1007/S00778-013-0330-1', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bailis-venkataraman-franklin-hellerstein-stoica-quantifyingeventualconsistencywithpbs-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bailis-venkataraman-franklin-hellerstein-stoica-quantifyingeventualconsistencywithpbs-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/vldb/BailisVFHS14,\n  author       = {Peter Bailis and\n                  Shivaram Venkataraman and\n                  Michael J. Franklin and\n                  Joseph M. Hellerstein and\n                  Ion Stoica},\n  title        = {Quantifying eventual consistency with {PBS}},\n  journal      = {{VLDB} J.},\n  volume       = {23},\n  number       = {2},\n  pages        = {279--302},\n  year         = {2014},\n  url          = {https://doi.org/10.1007/s00778-013-0330-1},\n  doi          = {10.1007/S00778-013-0330-1},\n  timestamp    = {Sun, 28 May 2017 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/vldb/BailisVFHS14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"alvaro-conway-hellerstein-maier-blazescoordinationanalysisfordistributedprograms-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/ICDE.2014.6816639\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'alvaro-conway-hellerstein-maier-blazescoordinationanalysisfordistributedprograms-2014', 'https://doi.org/10.1109/ICDE.2014.6816639', event);\">\n    Blazes: Coordination analysis for distributed programs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Alvaro, P.; Conway, N.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Maier, D.\n</span>\n\n  \n\n</span>\n\n  In <i>IEEE 30th International Conference on Data Engineering, Chicago, ICDE 2014, IL, USA, March 31 - April 4, 2014</i>, pages 52–63,  2014. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/ICDE.2014.6816639\"\n     onclick=\"log_download('alvaro-conway-hellerstein-maier-blazescoordinationanalysisfordistributedprograms-2014', 'https://doi.org/10.1109/ICDE.2014.6816639', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Blazes: Coordination analysis for distributed programs [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/ICDE.2014.6816639\"\n     onclick=\"log_download('alvaro-conway-hellerstein-maier-blazescoordinationanalysisfordistributedprograms-2014', 'http://doi.org/10.1109/ICDE.2014.6816639', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/alvaro-conway-hellerstein-maier-blazescoordinationanalysisfordistributedprograms-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('alvaro-conway-hellerstein-maier-blazescoordinationanalysisfordistributedprograms-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/icde/AlvaroCHM14,\n  author       = {Peter Alvaro and\n                  Neil Conway and\n                  Joseph M. Hellerstein and\n                  David Maier},\n  title        = {Blazes: Coordination analysis for distributed programs},\n  booktitle    = {{IEEE} 30th International Conference on Data Engineering, Chicago,\n                  {ICDE} 2014, IL, USA, March 31 - April 4, 2014},\n  pages        = {52--63},\n  year         = {2014},\n  crossref     = {DBLP:conf/icde/2014},\n  url          = {https://doi.org/10.1109/ICDE.2014.6816639},\n  doi          = {10.1109/ICDE.2014.6816639},\n  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/AlvaroCHM14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bailis-fekete-hellerstein-ghodsi-stoica-scalableatomicvisibilitywithramptransactions-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/2588555.2588562\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bailis-fekete-hellerstein-ghodsi-stoica-scalableatomicvisibilitywithramptransactions-2014', 'https://doi.org/10.1145/2588555.2588562', event);\">\n    Scalable atomic visibility with RAMP transactions.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bailis, P.; Fekete, A. D.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Ghodsi, A.;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  In <i>International Conference on Management of Data, SIGMOD 2014, Snowbird, UT, USA, June 22-27, 2014</i>, pages 27–38,  2014. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/2588555.2588562\"\n     onclick=\"log_download('bailis-fekete-hellerstein-ghodsi-stoica-scalableatomicvisibilitywithramptransactions-2014', 'https://doi.org/10.1145/2588555.2588562', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Scalable atomic visibility with RAMP transactions [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2588555.2588562\"\n     onclick=\"log_download('bailis-fekete-hellerstein-ghodsi-stoica-scalableatomicvisibilitywithramptransactions-2014', 'http://doi.org/10.1145/2588555.2588562', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bailis-fekete-hellerstein-ghodsi-stoica-scalableatomicvisibilitywithramptransactions-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bailis-fekete-hellerstein-ghodsi-stoica-scalableatomicvisibilitywithramptransactions-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/BailisFHGS14,\n  author       = {Peter Bailis and\n                  Alan D. Fekete and\n                  Joseph M. Hellerstein and\n                  Ali Ghodsi and\n                  Ion Stoica},\n  title        = {Scalable atomic visibility with {RAMP} transactions},\n  booktitle    = {International Conference on Management of Data, {SIGMOD} 2014, Snowbird,\n                  UT, USA, June 22-27, 2014},\n  pages        = {27--38},\n  year         = {2014},\n  crossref     = {DBLP:conf/sigmod/2014},\n  url          = {https://doi.org/10.1145/2588555.2588562},\n  doi          = {10.1145/2588555.2588562},\n  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/BailisFHGS14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bailis-fekete-franklin-ghodsi-hellerstein-stoica-coordinationavoidingdatabasesystems-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1402.2237\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bailis-fekete-franklin-ghodsi-hellerstein-stoica-coordinationavoidingdatabasesystems-2014', 'http://arxiv.org/abs/1402.2237', event);\">\n    Coordination-Avoiding Database Systems.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bailis, P.; Fekete, A. D.; Franklin, M. J.; Ghodsi, A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/1402.2237.  2014.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/1402.2237\"\n     onclick=\"log_download('bailis-fekete-franklin-ghodsi-hellerstein-stoica-coordinationavoidingdatabasesystems-2014', 'http://arxiv.org/abs/1402.2237', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Coordination-Avoiding Database Systems [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bailis-fekete-franklin-ghodsi-hellerstein-stoica-coordinationavoidingdatabasesystems-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bailis-fekete-franklin-ghodsi-hellerstein-stoica-coordinationavoidingdatabasesystems-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/BailisFFGHS14,\n  author       = {Peter Bailis and\n                  Alan D. Fekete and\n                  Michael J. Franklin and\n                  Ali Ghodsi and\n                  Joseph M. Hellerstein and\n                  Ion Stoica},\n  title        = {Coordination-Avoiding Database Systems},\n  journal      = {CoRR},\n  volume       = {abs/1402.2237},\n  year         = {2014},\n  url          = {http://arxiv.org/abs/1402.2237},\n  eprinttype    = {arXiv},\n  eprint       = {1402.2237},\n  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/BailisFFGHS14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"low-gonzalez-kyrola-bickson-guestrin-hellerstein-graphlabanewframeworkforparallelmachinelearning-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1408.2041\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'low-gonzalez-kyrola-bickson-guestrin-hellerstein-graphlabanewframeworkforparallelmachinelearning-2014', 'http://arxiv.org/abs/1408.2041', event);\">\n    GraphLab: A New Framework For Parallel Machine Learning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Low, Y.; Gonzalez, J. E.; Kyrola, A.; Bickson, D.; Guestrin, C.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/1408.2041.  2014.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/1408.2041\"\n     onclick=\"log_download('low-gonzalez-kyrola-bickson-guestrin-hellerstein-graphlabanewframeworkforparallelmachinelearning-2014', 'http://arxiv.org/abs/1408.2041', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"GraphLab: A New Framework For Parallel Machine Learning [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/low-gonzalez-kyrola-bickson-guestrin-hellerstein-graphlabanewframeworkforparallelmachinelearning-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('low-gonzalez-kyrola-bickson-guestrin-hellerstein-graphlabanewframeworkforparallelmachinelearning-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/LowGKBGH14,\n  author       = {Yucheng Low and\n                  Joseph E. Gonzalez and\n                  Aapo Kyrola and\n                  Danny Bickson and\n                  Carlos Guestrin and\n                  Joseph M. Hellerstein},\n  title        = {GraphLab: {A} New Framework For Parallel Machine Learning},\n  journal      = {CoRR},\n  volume       = {abs/1408.2041},\n  year         = {2014},\n  url          = {http://arxiv.org/abs/1408.2041},\n  eprinttype    = {arXiv},\n  eprint       = {1408.2041},\n  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/LowGKBGH14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2013\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2013')\"\n      onkeypress=\"toggleGroup('group_2013')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2013</span>\n      <span class=\"bibbase_group_count\">\n        \n        (10)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"bailis-davidson-fekete-ghodsi-hellerstein-stoica-highlyavailabletransactionsvirtuesandlimitations-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/pvldb/vol7/p181-bailis.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bailis-davidson-fekete-ghodsi-hellerstein-stoica-highlyavailabletransactionsvirtuesandlimitations-2013', 'http://www.vldb.org/pvldb/vol7/p181-bailis.pdf', event);\">\n    Highly Available Transactions: Virtues and Limitations.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bailis, P.; Davidson, A.; Fekete, A. D.; Ghodsi, A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 7(3): 181–192.  2013.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/pvldb/vol7/p181-bailis.pdf\"\n     onclick=\"log_download('bailis-davidson-fekete-ghodsi-hellerstein-stoica-highlyavailabletransactionsvirtuesandlimitations-2013', 'http://www.vldb.org/pvldb/vol7/p181-bailis.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Highly Available Transactions: Virtues and Limitations [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.14778/2732232.2732237\"\n     onclick=\"log_download('bailis-davidson-fekete-ghodsi-hellerstein-stoica-highlyavailabletransactionsvirtuesandlimitations-2013', 'http://doi.org/10.14778/2732232.2732237', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bailis-davidson-fekete-ghodsi-hellerstein-stoica-highlyavailabletransactionsvirtuesandlimitations-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bailis-davidson-fekete-ghodsi-hellerstein-stoica-highlyavailabletransactionsvirtuesandlimitations-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/BailisDFGHS13,\n  author       = {Peter Bailis and\n                  Aaron Davidson and\n                  Alan D. Fekete and\n                  Ali Ghodsi and\n                  Joseph M. Hellerstein and\n                  Ion Stoica},\n  title        = {Highly Available Transactions: Virtues and Limitations},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {7},\n  number       = {3},\n  pages        = {181--192},\n  year         = {2013},\n  url          = {http://www.vldb.org/pvldb/vol7/p181-bailis.pdf},\n  doi          = {10.14778/2732232.2732237},\n  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/pvldb/BailisDFGHS13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"alvaro-bailis-conway-hellerstein-consistencywithoutborders-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/2523616.2523632\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'alvaro-bailis-conway-hellerstein-consistencywithoutborders-2013', 'https://doi.org/10.1145/2523616.2523632', event);\">\n    Consistency without borders.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Alvaro, P.; Bailis, P.; Conway, N.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>ACM Symposium on Cloud Computing, SOCC '13, Santa Clara, CA, USA, October 1-3, 2013</i>, pages 23:1–23:10,  2013. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/2523616.2523632\"\n     onclick=\"log_download('alvaro-bailis-conway-hellerstein-consistencywithoutborders-2013', 'https://doi.org/10.1145/2523616.2523632', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Consistency without borders [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2523616.2523632\"\n     onclick=\"log_download('alvaro-bailis-conway-hellerstein-consistencywithoutborders-2013', 'http://doi.org/10.1145/2523616.2523632', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/alvaro-bailis-conway-hellerstein-consistencywithoutborders-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('alvaro-bailis-conway-hellerstein-consistencywithoutborders-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/cloud/AlvaroBCH13,\n  author       = {Peter Alvaro and\n                  Peter Bailis and\n                  Neil Conway and\n                  Joseph M. Hellerstein},\n  title        = {Consistency without borders},\n  booktitle    = {{ACM} Symposium on Cloud Computing, {SOCC} &#x27;13, Santa Clara, CA, USA,\n                  October 1-3, 2013},\n  pages        = {23:1--23:10},\n  year         = {2013},\n  crossref     = {DBLP:conf/cloud/2013},\n  url          = {https://doi.org/10.1145/2523616.2523632},\n  doi          = {10.1145/2523616.2523632},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/cloud/AlvaroBCH13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bailis-fekete-ghodsi-hellerstein-stoica-hatnotcaptowardshighlyavailabletransactions-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.usenix.org/conference/hotos13/session/bailis\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bailis-fekete-ghodsi-hellerstein-stoica-hatnotcaptowardshighlyavailabletransactions-2013', 'https://www.usenix.org/conference/hotos13/session/bailis', event);\">\n    HAT, Not CAP: Towards Highly Available Transactions.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bailis, P.; Fekete, A. D.; Ghodsi, A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  In <i>14th Workshop on Hot Topics in Operating Systems, HotOS XIV, Santa Ana Pueblo, New Mexico, USA, May 13-15, 2013</i>,  2013. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.usenix.org/conference/hotos13/session/bailis\"\n     onclick=\"log_download('bailis-fekete-ghodsi-hellerstein-stoica-hatnotcaptowardshighlyavailabletransactions-2013', 'https://www.usenix.org/conference/hotos13/session/bailis', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"HAT, Not CAP: Towards Highly Available Transactions [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bailis-fekete-ghodsi-hellerstein-stoica-hatnotcaptowardshighlyavailabletransactions-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bailis-fekete-ghodsi-hellerstein-stoica-hatnotcaptowardshighlyavailabletransactions-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/hotos/BailisFGHS13,\n  author       = {Peter Bailis and\n                  Alan D. Fekete and\n                  Ali Ghodsi and\n                  Joseph M. Hellerstein and\n                  Ion Stoica},\n  title        = {HAT, Not {CAP:} Towards Highly Available Transactions},\n  booktitle    = {14th Workshop on Hot Topics in Operating Systems, HotOS XIV, Santa\n                  Ana Pueblo, New Mexico, USA, May 13-15, 2013},\n  year         = {2013},\n  crossref     = {DBLP:conf/hotos/2013},\n  url          = {https://www.usenix.org/conference/hotos13/session/bailis},\n  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/hotos/BailisFGHS13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-boomexperiencesinlanguageandtooldesignfordistributedsystemskeynote-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/ASE.2013.6693058\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-boomexperiencesinlanguageandtooldesignfordistributedsystemskeynote-2013', 'https://doi.org/10.1109/ASE.2013.6693058', event);\">\n    BOOM: Experiences in language and tool design for distributed systems (keynote).\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>2013 28th IEEE/ACM International Conference on Automated Software Engineering, ASE 2013, Silicon Valley, CA, USA, November 11-15, 2013</i>, pages 1,  2013. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/ASE.2013.6693058\"\n     onclick=\"log_download('hellerstein-boomexperiencesinlanguageandtooldesignfordistributedsystemskeynote-2013', 'https://doi.org/10.1109/ASE.2013.6693058', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"BOOM: Experiences in language and tool design for distributed systems (keynote) [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/ASE.2013.6693058\"\n     onclick=\"log_download('hellerstein-boomexperiencesinlanguageandtooldesignfordistributedsystemskeynote-2013', 'http://doi.org/10.1109/ASE.2013.6693058', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-boomexperiencesinlanguageandtooldesignfordistributedsystemskeynote-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-boomexperiencesinlanguageandtooldesignfordistributedsystemskeynote-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/kbse/Hellerstein13,\n  author       = {Joseph M. Hellerstein},\n  title        = {{BOOM:} Experiences in language and tool design for distributed systems\n                  (keynote)},\n  booktitle    = {2013 28th {IEEE/ACM} International Conference on Automated Software\n                  Engineering, {ASE} 2013, Silicon Valley, CA, USA, November 11-15,\n                  2013},\n  pages        = {1},\n  year         = {2013},\n  crossref     = {DBLP:conf/kbse/2013},\n  url          = {https://doi.org/10.1109/ASE.2013.6693058},\n  doi          = {10.1109/ASE.2013.6693058},\n  timestamp    = {Wed, 16 Oct 2019 14:14:55 +0200},\n  biburl       = {https://dblp.org/rec/conf/kbse/Hellerstein13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"abouzied-angluin-papadimitriou-hellerstein-silberschatz-learningandverifyingquantifiedbooleanqueriesbyexample-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/2463664.2465220\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'abouzied-angluin-papadimitriou-hellerstein-silberschatz-learningandverifyingquantifiedbooleanqueriesbyexample-2013', 'https://doi.org/10.1145/2463664.2465220', event);\">\n    Learning and verifying quantified boolean queries by example.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Abouzied, A.; Angluin, D.; Papadimitriou, C. H.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Silberschatz, A.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 32nd ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, PODS 2013, New York, NY, USA - June 22 - 27, 2013</i>, pages 49–60,  2013. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/2463664.2465220\"\n     onclick=\"log_download('abouzied-angluin-papadimitriou-hellerstein-silberschatz-learningandverifyingquantifiedbooleanqueriesbyexample-2013', 'https://doi.org/10.1145/2463664.2465220', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Learning and verifying quantified boolean queries by example [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2463664.2465220\"\n     onclick=\"log_download('abouzied-angluin-papadimitriou-hellerstein-silberschatz-learningandverifyingquantifiedbooleanqueriesbyexample-2013', 'http://doi.org/10.1145/2463664.2465220', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/abouzied-angluin-papadimitriou-hellerstein-silberschatz-learningandverifyingquantifiedbooleanqueriesbyexample-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('abouzied-angluin-papadimitriou-hellerstein-silberschatz-learningandverifyingquantifiedbooleanqueriesbyexample-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/pods/AbouziedAPHS13,\n  author       = {Azza Abouzied and\n                  Dana Angluin and\n                  Christos H. Papadimitriou and\n                  Joseph M. Hellerstein and\n                  Avi Silberschatz},\n  title        = {Learning and verifying quantified boolean queries by example},\n  booktitle    = {Proceedings of the 32nd {ACM} {SIGMOD-SIGACT-SIGART} Symposium on\n                  Principles of Database Systems, {PODS} 2013, New York, NY, {USA} -\n                  June 22 - 27, 2013},\n  pages        = {49--60},\n  year         = {2013},\n  crossref     = {DBLP:conf/pods/2013},\n  url          = {https://doi.org/10.1145/2463664.2465220},\n  doi          = {10.1145/2463664.2465220},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/pods/AbouziedAPHS13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bailis-ghodsi-hellerstein-stoica-boltoncausalconsistency-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/2463676.2465279\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bailis-ghodsi-hellerstein-stoica-boltoncausalconsistency-2013', 'https://doi.org/10.1145/2463676.2465279', event);\">\n    Bolt-on causal consistency.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bailis, P.; Ghodsi, A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2013, New York, NY, USA, June 22-27, 2013</i>, pages 761–772,  2013. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/2463676.2465279\"\n     onclick=\"log_download('bailis-ghodsi-hellerstein-stoica-boltoncausalconsistency-2013', 'https://doi.org/10.1145/2463676.2465279', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Bolt-on causal consistency [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2463676.2465279\"\n     onclick=\"log_download('bailis-ghodsi-hellerstein-stoica-boltoncausalconsistency-2013', 'http://doi.org/10.1145/2463676.2465279', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bailis-ghodsi-hellerstein-stoica-boltoncausalconsistency-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bailis-ghodsi-hellerstein-stoica-boltoncausalconsistency-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/BailisGHS13,\n  author       = {Peter Bailis and\n                  Ali Ghodsi and\n                  Joseph M. Hellerstein and\n                  Ion Stoica},\n  title        = {Bolt-on causal consistency},\n  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management\n                  of Data, {SIGMOD} 2013, New York, NY, USA, June 22-27, 2013},\n  pages        = {761--772},\n  year         = {2013},\n  crossref     = {DBLP:conf/sigmod/2013},\n  url          = {https://doi.org/10.1145/2463676.2465279},\n  doi          = {10.1145/2463676.2465279},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/BailisGHS13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bailis-venkataraman-franklin-hellerstein-stoica-pbsatworkadvancingdatamanagementwithconsistencymetrics-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/2463676.2465260\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bailis-venkataraman-franklin-hellerstein-stoica-pbsatworkadvancingdatamanagementwithconsistencymetrics-2013', 'https://doi.org/10.1145/2463676.2465260', event);\">\n    PBS at work: advancing data management with consistency metrics.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bailis, P.; Venkataraman, S.; Franklin, M. J.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2013, New York, NY, USA, June 22-27, 2013</i>, pages 1113–1116,  2013. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/2463676.2465260\"\n     onclick=\"log_download('bailis-venkataraman-franklin-hellerstein-stoica-pbsatworkadvancingdatamanagementwithconsistencymetrics-2013', 'https://doi.org/10.1145/2463676.2465260', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"PBS at work: advancing data management with consistency metrics [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2463676.2465260\"\n     onclick=\"log_download('bailis-venkataraman-franklin-hellerstein-stoica-pbsatworkadvancingdatamanagementwithconsistencymetrics-2013', 'http://doi.org/10.1145/2463676.2465260', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bailis-venkataraman-franklin-hellerstein-stoica-pbsatworkadvancingdatamanagementwithconsistencymetrics-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bailis-venkataraman-franklin-hellerstein-stoica-pbsatworkadvancingdatamanagementwithconsistencymetrics-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/BailisVFHS13,\n  author       = {Peter Bailis and\n                  Shivaram Venkataraman and\n                  Michael J. Franklin and\n                  Joseph M. Hellerstein and\n                  Ion Stoica},\n  title        = {{PBS} at work: advancing data management with consistency metrics},\n  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management\n                  of Data, {SIGMOD} 2013, New York, NY, USA, June 22-27, 2013},\n  pages        = {1113--1116},\n  year         = {2013},\n  crossref     = {DBLP:conf/sigmod/2013},\n  url          = {https://doi.org/10.1145/2463676.2465260},\n  doi          = {10.1145/2463676.2465260},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/BailisVFHS13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bailis-fekete-ghodsi-hellerstein-stoica-hatnotcaphighlyavailabletransactions-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1302.0309\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bailis-fekete-ghodsi-hellerstein-stoica-hatnotcaphighlyavailabletransactions-2013', 'http://arxiv.org/abs/1302.0309', event);\">\n    HAT, not CAP: Highly Available Transactions.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bailis, P.; Fekete, A. D.; Ghodsi, A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/1302.0309.  2013.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/1302.0309\"\n     onclick=\"log_download('bailis-fekete-ghodsi-hellerstein-stoica-hatnotcaphighlyavailabletransactions-2013', 'http://arxiv.org/abs/1302.0309', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"HAT, not CAP: Highly Available Transactions [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bailis-fekete-ghodsi-hellerstein-stoica-hatnotcaphighlyavailabletransactions-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bailis-fekete-ghodsi-hellerstein-stoica-hatnotcaphighlyavailabletransactions-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-1302-0309,\n  author       = {Peter Bailis and\n                  Alan D. Fekete and\n                  Ali Ghodsi and\n                  Joseph M. Hellerstein and\n                  Ion Stoica},\n  title        = {HAT, not {CAP:} Highly Available Transactions},\n  journal      = {CoRR},\n  volume       = {abs/1302.0309},\n  year         = {2013},\n  url          = {http://arxiv.org/abs/1302.0309},\n  eprinttype    = {arXiv},\n  eprint       = {1302.0309},\n  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1302-0309.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"abouzied-angluin-papadimitriou-hellerstein-silberschatz-learningandverifyingquantifiedbooleanqueriesbyexample-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1304.4303\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'abouzied-angluin-papadimitriou-hellerstein-silberschatz-learningandverifyingquantifiedbooleanqueriesbyexample-2013', 'http://arxiv.org/abs/1304.4303', event);\">\n    Learning and Verifying Quantified Boolean Queries by Example.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Abouzied, A.; Angluin, D.; Papadimitriou, C. H.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Silberschatz, A.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/1304.4303.  2013.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/1304.4303\"\n     onclick=\"log_download('abouzied-angluin-papadimitriou-hellerstein-silberschatz-learningandverifyingquantifiedbooleanqueriesbyexample-2013', 'http://arxiv.org/abs/1304.4303', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Learning and Verifying Quantified Boolean Queries by Example [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/abouzied-angluin-papadimitriou-hellerstein-silberschatz-learningandverifyingquantifiedbooleanqueriesbyexample-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('abouzied-angluin-papadimitriou-hellerstein-silberschatz-learningandverifyingquantifiedbooleanqueriesbyexample-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-1304-4303,\n  author       = {Azza Abouzied and\n                  Dana Angluin and\n                  Christos H. Papadimitriou and\n                  Joseph M. Hellerstein and\n                  Avi Silberschatz},\n  title        = {Learning and Verifying Quantified Boolean Queries by Example},\n  journal      = {CoRR},\n  volume       = {abs/1304.4303},\n  year         = {2013},\n  url          = {http://arxiv.org/abs/1304.4303},\n  eprinttype    = {arXiv},\n  eprint       = {1304.4303},\n  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1304-4303.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"alvaro-conway-hellerstein-maier-blazescoordinationanalysisfordistributedprograms-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1309.3324\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'alvaro-conway-hellerstein-maier-blazescoordinationanalysisfordistributedprograms-2013', 'http://arxiv.org/abs/1309.3324', event);\">\n    Blazes: Coordination Analysis for Distributed Programs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Alvaro, P.; Conway, N.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Maier, D.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/1309.3324.  2013.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/1309.3324\"\n     onclick=\"log_download('alvaro-conway-hellerstein-maier-blazescoordinationanalysisfordistributedprograms-2013', 'http://arxiv.org/abs/1309.3324', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Blazes: Coordination Analysis for Distributed Programs [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/alvaro-conway-hellerstein-maier-blazescoordinationanalysisfordistributedprograms-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('alvaro-conway-hellerstein-maier-blazescoordinationanalysisfordistributedprograms-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/AlvaroCHM13,\n  author       = {Peter Alvaro and\n                  Neil Conway and\n                  Joseph M. Hellerstein and\n                  David Maier},\n  title        = {Blazes: Coordination Analysis for Distributed Programs},\n  journal      = {CoRR},\n  volume       = {abs/1309.3324},\n  year         = {2013},\n  url          = {http://arxiv.org/abs/1309.3324},\n  eprinttype    = {arXiv},\n  eprint       = {1309.3324},\n  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/AlvaroCHM13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2012\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2012')\"\n      onkeypress=\"toggleGroup('group_2012')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2012</span>\n      <span class=\"bibbase_group_count\">\n        \n        (16)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"low-gonzalez-kyrola-bickson-guestrin-hellerstein-distributedgraphlabaframeworkformachinelearninginthecloud-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://vldb.org/pvldb/vol5/p716\\_yuchenglow\\_vldb2012.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'low-gonzalez-kyrola-bickson-guestrin-hellerstein-distributedgraphlabaframeworkformachinelearninginthecloud-2012', 'http://vldb.org/pvldb/vol5/p716\\_yuchenglow\\_vldb2012.pdf', event);\">\n    Distributed GraphLab: A Framework for Machine Learning in the Cloud.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Low, Y.; Gonzalez, J.; Kyrola, A.; Bickson, D.; Guestrin, C.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 5(8): 716–727.  2012.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://vldb.org/pvldb/vol5/p716\\_yuchenglow\\_vldb2012.pdf\"\n     onclick=\"log_download('low-gonzalez-kyrola-bickson-guestrin-hellerstein-distributedgraphlabaframeworkformachinelearninginthecloud-2012', 'http://vldb.org/pvldb/vol5/p716\\_yuchenglow\\_vldb2012.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Distributed GraphLab: A Framework for Machine Learning in the Cloud [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.14778/2212351.2212354\"\n     onclick=\"log_download('low-gonzalez-kyrola-bickson-guestrin-hellerstein-distributedgraphlabaframeworkformachinelearninginthecloud-2012', 'http://doi.org/10.14778/2212351.2212354', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/low-gonzalez-kyrola-bickson-guestrin-hellerstein-distributedgraphlabaframeworkformachinelearninginthecloud-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('low-gonzalez-kyrola-bickson-guestrin-hellerstein-distributedgraphlabaframeworkformachinelearninginthecloud-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/LowGKBGH12,\n  author       = {Yucheng Low and\n                  Joseph Gonzalez and\n                  Aapo Kyrola and\n                  Danny Bickson and\n                  Carlos Guestrin and\n                  Joseph M. Hellerstein},\n  title        = {Distributed GraphLab: {A} Framework for Machine Learning in the Cloud},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {5},\n  number       = {8},\n  pages        = {716--727},\n  year         = {2012},\n  url          = {http://vldb.org/pvldb/vol5/p716\\_yuchenglow\\_vldb2012.pdf},\n  doi          = {10.14778/2212351.2212354},\n  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/pvldb/LowGKBGH12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bailis-venkataraman-franklin-hellerstein-stoica-probabilisticallyboundedstalenessforpracticalpartialquorums-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://vldb.org/pvldb/vol5/p776\\_peterbailis\\_vldb2012.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bailis-venkataraman-franklin-hellerstein-stoica-probabilisticallyboundedstalenessforpracticalpartialquorums-2012', 'http://vldb.org/pvldb/vol5/p776\\_peterbailis\\_vldb2012.pdf', event);\">\n    Probabilistically Bounded Staleness for Practical Partial Quorums.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bailis, P.; Venkataraman, S.; Franklin, M. J.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 5(8): 776–787.  2012.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://vldb.org/pvldb/vol5/p776\\_peterbailis\\_vldb2012.pdf\"\n     onclick=\"log_download('bailis-venkataraman-franklin-hellerstein-stoica-probabilisticallyboundedstalenessforpracticalpartialquorums-2012', 'http://vldb.org/pvldb/vol5/p776\\_peterbailis\\_vldb2012.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Probabilistically Bounded Staleness for Practical Partial Quorums [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.14778/2212351.2212359\"\n     onclick=\"log_download('bailis-venkataraman-franklin-hellerstein-stoica-probabilisticallyboundedstalenessforpracticalpartialquorums-2012', 'http://doi.org/10.14778/2212351.2212359', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bailis-venkataraman-franklin-hellerstein-stoica-probabilisticallyboundedstalenessforpracticalpartialquorums-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bailis-venkataraman-franklin-hellerstein-stoica-probabilisticallyboundedstalenessforpracticalpartialquorums-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/BailisVFHS12,\n  author       = {Peter Bailis and\n                  Shivaram Venkataraman and\n                  Michael J. Franklin and\n                  Joseph M. Hellerstein and\n                  Ion Stoica},\n  title        = {Probabilistically Bounded Staleness for Practical Partial Quorums},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {5},\n  number       = {8},\n  pages        = {776--787},\n  year         = {2012},\n  url          = {http://vldb.org/pvldb/vol5/p776\\_peterbailis\\_vldb2012.pdf},\n  doi          = {10.14778/2212351.2212359},\n  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/pvldb/BailisVFHS12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-r-schoppmann-wang-fratkin-gorajek-ng-welton-etal-themadlibanalyticslibraryormadskillsthesql-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://vldb.org/pvldb/vol5/p1700\\_joehellerstein\\_vldb2012.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-r-schoppmann-wang-fratkin-gorajek-ng-welton-etal-themadlibanalyticslibraryormadskillsthesql-2012', 'http://vldb.org/pvldb/vol5/p1700\\_joehellerstein\\_vldb2012.pdf', event);\">\n    The MADlib Analytics Library or MAD Skills, the SQL.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Ré, C.; Schoppmann, F.; Wang, D. Z.; Fratkin, E.; Gorajek, A.; Ng, K. S.; Welton, C.; Feng, X.; Li, K.;  and Kumar, A.\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 5(12): 1700–1711.  2012.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://vldb.org/pvldb/vol5/p1700\\_joehellerstein\\_vldb2012.pdf\"\n     onclick=\"log_download('hellerstein-r-schoppmann-wang-fratkin-gorajek-ng-welton-etal-themadlibanalyticslibraryormadskillsthesql-2012', 'http://vldb.org/pvldb/vol5/p1700\\_joehellerstein\\_vldb2012.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"The MADlib Analytics Library or MAD Skills, the SQL [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.14778/2367502.2367510\"\n     onclick=\"log_download('hellerstein-r-schoppmann-wang-fratkin-gorajek-ng-welton-etal-themadlibanalyticslibraryormadskillsthesql-2012', 'http://doi.org/10.14778/2367502.2367510', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-r-schoppmann-wang-fratkin-gorajek-ng-welton-etal-themadlibanalyticslibraryormadskillsthesql-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-r-schoppmann-wang-fratkin-gorajek-ng-welton-etal-themadlibanalyticslibraryormadskillsthesql-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/HellersteinRSWFGNWFLK12,\n  author       = {Joseph M. Hellerstein and\n                  Christopher R{\\&#x27;{e}} and\n                  Florian Schoppmann and\n                  Daisy Zhe Wang and\n                  Eugene Fratkin and\n                  Aleksander Gorajek and\n                  Kee Siong Ng and\n                  Caleb Welton and\n                  Xixuan Feng and\n                  Kun Li and\n                  Arun Kumar},\n  title        = {The MADlib Analytics Library or {MAD} Skills, the {SQL}},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {5},\n  number       = {12},\n  pages        = {1700--1711},\n  year         = {2012},\n  url          = {http://vldb.org/pvldb/vol5/p1700\\_joehellerstein\\_vldb2012.pdf},\n  doi          = {10.14778/2367502.2367510},\n  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/pvldb/HellersteinRSWFGNWFLK12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"abouzied-hellerstein-silberschatz-playfulqueryspecificationwithdataplay-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://vldb.org/pvldb/vol5/p1938\\_azzaabouzied\\_vldb2012.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'abouzied-hellerstein-silberschatz-playfulqueryspecificationwithdataplay-2012', 'http://vldb.org/pvldb/vol5/p1938\\_azzaabouzied\\_vldb2012.pdf', event);\">\n    Playful Query Specification with DataPlay.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Abouzied, A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Silberschatz, A.\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 5(12): 1938–1941.  2012.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://vldb.org/pvldb/vol5/p1938\\_azzaabouzied\\_vldb2012.pdf\"\n     onclick=\"log_download('abouzied-hellerstein-silberschatz-playfulqueryspecificationwithdataplay-2012', 'http://vldb.org/pvldb/vol5/p1938\\_azzaabouzied\\_vldb2012.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Playful Query Specification with DataPlay [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.14778/2367502.2367542\"\n     onclick=\"log_download('abouzied-hellerstein-silberschatz-playfulqueryspecificationwithdataplay-2012', 'http://doi.org/10.14778/2367502.2367542', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/abouzied-hellerstein-silberschatz-playfulqueryspecificationwithdataplay-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('abouzied-hellerstein-silberschatz-playfulqueryspecificationwithdataplay-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/AbouziedHS12,\n  author       = {Azza Abouzied and\n                  Joseph M. Hellerstein and\n                  Avi Silberschatz},\n  title        = {Playful Query Specification with DataPlay},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {5},\n  number       = {12},\n  pages        = {1938--1941},\n  year         = {2012},\n  url          = {http://vldb.org/pvldb/vol5/p1938\\_azzaabouzied\\_vldb2012.pdf},\n  doi          = {10.14778/2367502.2367542},\n  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/pvldb/AbouziedHS12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kandel-paepcke-hellerstein-heer-enterprisedataanalysisandvisualizationaninterviewstudy-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/TVCG.2012.219\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'kandel-paepcke-hellerstein-heer-enterprisedataanalysisandvisualizationaninterviewstudy-2012', 'https://doi.org/10.1109/TVCG.2012.219', event);\">\n    Enterprise Data Analysis and Visualization: An Interview Study.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Kandel, S.; Paepcke, A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Heer, J.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Trans. Vis. Comput. Graph.</i>, 18(12): 2917–2926.  2012.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/TVCG.2012.219\"\n     onclick=\"log_download('kandel-paepcke-hellerstein-heer-enterprisedataanalysisandvisualizationaninterviewstudy-2012', 'https://doi.org/10.1109/TVCG.2012.219', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Enterprise Data Analysis and Visualization: An Interview Study [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/TVCG.2012.219\"\n     onclick=\"log_download('kandel-paepcke-hellerstein-heer-enterprisedataanalysisandvisualizationaninterviewstudy-2012', 'http://doi.org/10.1109/TVCG.2012.219', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kandel-paepcke-hellerstein-heer-enterprisedataanalysisandvisualizationaninterviewstudy-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('kandel-paepcke-hellerstein-heer-enterprisedataanalysisandvisualizationaninterviewstudy-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/tvcg/KandelPHH12,\n  author       = {Sean Kandel and\n                  Andreas Paepcke and\n                  Joseph M. Hellerstein and\n                  Jeffrey Heer},\n  title        = {Enterprise Data Analysis and Visualization: An Interview Study},\n  journal      = {{IEEE} Trans. Vis. Comput. Graph.},\n  volume       = {18},\n  number       = {12},\n  pages        = {2917--2926},\n  year         = {2012},\n  url          = {https://doi.org/10.1109/TVCG.2012.219},\n  doi          = {10.1109/TVCG.2012.219},\n  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tvcg/KandelPHH12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kandel-parikh-paepcke-hellerstein-heer-profilerintegratedstatisticalanalysisandvisualizationfordataqualityassessment-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/2254556.2254659\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'kandel-parikh-paepcke-hellerstein-heer-profilerintegratedstatisticalanalysisandvisualizationfordataqualityassessment-2012', 'https://doi.org/10.1145/2254556.2254659', event);\">\n    Profiler: integrated statistical analysis and visualization for data quality assessment.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Kandel, S.; Parikh, R.; Paepcke, A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Heer, J.\n</span>\n\n  \n\n</span>\n\n  In <i>International Working Conference on Advanced Visual Interfaces, AVI 2012, Capri Island, Naples, Italy, May 22-25, 2012, Proceedings</i>, pages 547–554,  2012. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/2254556.2254659\"\n     onclick=\"log_download('kandel-parikh-paepcke-hellerstein-heer-profilerintegratedstatisticalanalysisandvisualizationfordataqualityassessment-2012', 'https://doi.org/10.1145/2254556.2254659', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Profiler: integrated statistical analysis and visualization for data quality assessment [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2254556.2254659\"\n     onclick=\"log_download('kandel-parikh-paepcke-hellerstein-heer-profilerintegratedstatisticalanalysisandvisualizationfordataqualityassessment-2012', 'http://doi.org/10.1145/2254556.2254659', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kandel-parikh-paepcke-hellerstein-heer-profilerintegratedstatisticalanalysisandvisualizationfordataqualityassessment-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('kandel-parikh-paepcke-hellerstein-heer-profilerintegratedstatisticalanalysisandvisualizationfordataqualityassessment-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/avi/KandelPPHH12,\n  author       = {Sean Kandel and\n                  Ravi Parikh and\n                  Andreas Paepcke and\n                  Joseph M. Hellerstein and\n                  Jeffrey Heer},\n  title        = {Profiler: integrated statistical analysis and visualization for data\n                  quality assessment},\n  booktitle    = {International Working Conference on Advanced Visual Interfaces, {AVI}\n                  2012, Capri Island, Naples, Italy, May 22-25, 2012, Proceedings},\n  pages        = {547--554},\n  year         = {2012},\n  crossref     = {DBLP:conf/avi/2012},\n  url          = {https://doi.org/10.1145/2254556.2254659},\n  doi          = {10.1145/2254556.2254659},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/avi/KandelPPHH12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"conway-marczak-alvaro-hellerstein-maier-logicandlatticesfordistributedprogramming-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/2391229.2391230\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'conway-marczak-alvaro-hellerstein-maier-logicandlatticesfordistributedprogramming-2012', 'https://doi.org/10.1145/2391229.2391230', event);\">\n    Logic and lattices for distributed programming.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Conway, N.; Marczak, W. R.; Alvaro, P.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Maier, D.\n</span>\n\n  \n\n</span>\n\n  In <i>ACM Symposium on Cloud Computing, SOCC '12, San Jose, CA, USA, October 14-17, 2012</i>, pages 1,  2012. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/2391229.2391230\"\n     onclick=\"log_download('conway-marczak-alvaro-hellerstein-maier-logicandlatticesfordistributedprogramming-2012', 'https://doi.org/10.1145/2391229.2391230', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Logic and lattices for distributed programming [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2391229.2391230\"\n     onclick=\"log_download('conway-marczak-alvaro-hellerstein-maier-logicandlatticesfordistributedprogramming-2012', 'http://doi.org/10.1145/2391229.2391230', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/conway-marczak-alvaro-hellerstein-maier-logicandlatticesfordistributedprogramming-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('conway-marczak-alvaro-hellerstein-maier-logicandlatticesfordistributedprogramming-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/cloud/ConwayMAHM12,\n  author       = {Neil Conway and\n                  William R. Marczak and\n                  Peter Alvaro and\n                  Joseph M. Hellerstein and\n                  David Maier},\n  title        = {Logic and lattices for distributed programming},\n  booktitle    = {{ACM} Symposium on Cloud Computing, {SOCC} &#x27;12, San Jose, CA, USA,\n                  October 14-17, 2012},\n  pages        = {1},\n  year         = {2012},\n  crossref     = {DBLP:conf/cloud/2012},\n  url          = {https://doi.org/10.1145/2391229.2391230},\n  doi          = {10.1145/2391229.2391230},\n  timestamp    = {Tue, 20 Dec 2022 17:33:10 +0100},\n  biburl       = {https://dblp.org/rec/conf/cloud/ConwayMAHM12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bailis-fekete-ghodsi-hellerstein-stoica-thepotentialdangersofcausalconsistencyandanexplicitsolution-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/2391229.2391251\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bailis-fekete-ghodsi-hellerstein-stoica-thepotentialdangersofcausalconsistencyandanexplicitsolution-2012', 'https://doi.org/10.1145/2391229.2391251', event);\">\n    The potential dangers of causal consistency and an explicit solution.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bailis, P.; Fekete, A. D.; Ghodsi, A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  In <i>ACM Symposium on Cloud Computing, SOCC '12, San Jose, CA, USA, October 14-17, 2012</i>, pages 22,  2012. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/2391229.2391251\"\n     onclick=\"log_download('bailis-fekete-ghodsi-hellerstein-stoica-thepotentialdangersofcausalconsistencyandanexplicitsolution-2012', 'https://doi.org/10.1145/2391229.2391251', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The potential dangers of causal consistency and an explicit solution [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2391229.2391251\"\n     onclick=\"log_download('bailis-fekete-ghodsi-hellerstein-stoica-thepotentialdangersofcausalconsistencyandanexplicitsolution-2012', 'http://doi.org/10.1145/2391229.2391251', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bailis-fekete-ghodsi-hellerstein-stoica-thepotentialdangersofcausalconsistencyandanexplicitsolution-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bailis-fekete-ghodsi-hellerstein-stoica-thepotentialdangersofcausalconsistencyandanexplicitsolution-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/cloud/BailisFGHS12,\n  author       = {Peter Bailis and\n                  Alan D. Fekete and\n                  Ali Ghodsi and\n                  Joseph M. Hellerstein and\n                  Ion Stoica},\n  title        = {The potential dangers of causal consistency and an explicit solution},\n  booktitle    = {{ACM} Symposium on Cloud Computing, {SOCC} &#x27;12, San Jose, CA, USA,\n                  October 14-17, 2012},\n  pages        = {22},\n  year         = {2012},\n  crossref     = {DBLP:conf/cloud/2012},\n  url          = {https://doi.org/10.1145/2391229.2391251},\n  doi          = {10.1145/2391229.2391251},\n  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cloud/BailisFGHS12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"alvaro-conway-hellerstein-distributedprogrammingandconsistencyprinciplesandpractice-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/2391229.2391256\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'alvaro-conway-hellerstein-distributedprogrammingandconsistencyprinciplesandpractice-2012', 'https://doi.org/10.1145/2391229.2391256', event);\">\n    Distributed programming and consistency: principles and practice.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Alvaro, P.; Conway, N.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>ACM Symposium on Cloud Computing, SOCC '12, San Jose, CA, USA, October 14-17, 2012</i>, pages 27,  2012. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/2391229.2391256\"\n     onclick=\"log_download('alvaro-conway-hellerstein-distributedprogrammingandconsistencyprinciplesandpractice-2012', 'https://doi.org/10.1145/2391229.2391256', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Distributed programming and consistency: principles and practice [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2391229.2391256\"\n     onclick=\"log_download('alvaro-conway-hellerstein-distributedprogrammingandconsistencyprinciplesandpractice-2012', 'http://doi.org/10.1145/2391229.2391256', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/alvaro-conway-hellerstein-distributedprogrammingandconsistencyprinciplesandpractice-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('alvaro-conway-hellerstein-distributedprogrammingandconsistencyprinciplesandpractice-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/cloud/AlvaroCH12,\n  author       = {Peter Alvaro and\n                  Neil Conway and\n                  Joseph M. Hellerstein},\n  title        = {Distributed programming and consistency: principles and practice},\n  booktitle    = {{ACM} Symposium on Cloud Computing, {SOCC} &#x27;12, San Jose, CA, USA,\n                  October 14-17, 2012},\n  pages        = {27},\n  year         = {2012},\n  crossref     = {DBLP:conf/cloud/2012},\n  url          = {https://doi.org/10.1145/2391229.2391256},\n  doi          = {10.1145/2391229.2391256},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/cloud/AlvaroCH12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"marczak-alvaro-conway-hellerstein-maier-confluenceanalysisfordistributedprogramsamodeltheoreticapproach-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1007/978-3-642-32925-8\\_14\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'marczak-alvaro-conway-hellerstein-maier-confluenceanalysisfordistributedprogramsamodeltheoreticapproach-2012', 'https://doi.org/10.1007/978-3-642-32925-8\\_14', event);\">\n    Confluence Analysis for Distributed Programs: A Model-Theoretic Approach.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Marczak, W. R.; Alvaro, P.; Conway, N.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Maier, D.\n</span>\n\n  \n\n</span>\n\n  In <i>Datalog in Academia and Industry - Second International Workshop, Datalog 2.0, Vienna, Austria, September 11-13, 2012. Proceedings</i>, pages 135–147,  2012. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1007/978-3-642-32925-8\\_14\"\n     onclick=\"log_download('marczak-alvaro-conway-hellerstein-maier-confluenceanalysisfordistributedprogramsamodeltheoreticapproach-2012', 'https://doi.org/10.1007/978-3-642-32925-8\\_14', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Confluence Analysis for Distributed Programs: A Model-Theoretic Approach [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-642-32925-8_14\"\n     onclick=\"log_download('marczak-alvaro-conway-hellerstein-maier-confluenceanalysisfordistributedprogramsamodeltheoreticapproach-2012', 'http://doi.org/10.1007/978-3-642-32925-8_14', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/marczak-alvaro-conway-hellerstein-maier-confluenceanalysisfordistributedprogramsamodeltheoreticapproach-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('marczak-alvaro-conway-hellerstein-maier-confluenceanalysisfordistributedprogramsamodeltheoreticapproach-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/datalog/MarczakACHM12,\n  author       = {William R. Marczak and\n                  Peter Alvaro and\n                  Neil Conway and\n                  Joseph M. Hellerstein and\n                  David Maier},\n  title        = {Confluence Analysis for Distributed Programs: {A} Model-Theoretic\n                  Approach},\n  booktitle    = {Datalog in Academia and Industry - Second International Workshop,\n                  Datalog 2.0, Vienna, Austria, September 11-13, 2012. Proceedings},\n  pages        = {135--147},\n  year         = {2012},\n  crossref     = {DBLP:conf/datalog/2012},\n  url          = {https://doi.org/10.1007/978-3-642-32925-8\\_14},\n  doi          = {10.1007/978-3-642-32925-8\\_14},\n  timestamp    = {Tue, 14 May 2019 10:00:46 +0200},\n  biburl       = {https://dblp.org/rec/conf/datalog/MarczakACHM12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chen-kannan-yano-hellerstein-parikh-shreddrpipelinedpaperdigitizationforlowresourceorganizations-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/2160601.2160605\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chen-kannan-yano-hellerstein-parikh-shreddrpipelinedpaperdigitizationforlowresourceorganizations-2012', 'https://doi.org/10.1145/2160601.2160605', event);\">\n    Shreddr: pipelined paper digitization for low-resource organizations.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chen, K.; Kannan, A.; Yano, Y.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Parikh, T. S.\n</span>\n\n  \n\n</span>\n\n  In <i>ACM Annual Symposium on Computing for Development, ACM DEV '12, Atlanta, GA, USA - March 10 - 11, 2012</i>, pages 3:1–3:10,  2012. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/2160601.2160605\"\n     onclick=\"log_download('chen-kannan-yano-hellerstein-parikh-shreddrpipelinedpaperdigitizationforlowresourceorganizations-2012', 'https://doi.org/10.1145/2160601.2160605', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Shreddr: pipelined paper digitization for low-resource organizations [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2160601.2160605\"\n     onclick=\"log_download('chen-kannan-yano-hellerstein-parikh-shreddrpipelinedpaperdigitizationforlowresourceorganizations-2012', 'http://doi.org/10.1145/2160601.2160605', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chen-kannan-yano-hellerstein-parikh-shreddrpipelinedpaperdigitizationforlowresourceorganizations-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chen-kannan-yano-hellerstein-parikh-shreddrpipelinedpaperdigitizationforlowresourceorganizations-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/dev/ChenKYHP12,\n  author       = {Kuang Chen and\n                  Akshay Kannan and\n                  Yoriyasu Yano and\n                  Joseph M. Hellerstein and\n                  Tapan S. Parikh},\n  title        = {Shreddr: pipelined paper digitization for low-resource organizations},\n  booktitle    = {{ACM} Annual Symposium on Computing for Development, {ACM} {DEV} &#x27;12,\n                  Atlanta, GA, {USA} - March 10 - 11, 2012},\n  pages        = {3:1--3:10},\n  year         = {2012},\n  crossref     = {DBLP:conf/dev/2012},\n  url          = {https://doi.org/10.1145/2160601.2160605},\n  doi          = {10.1145/2160601.2160605},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/dev/ChenKYHP12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"alvaro-hutchinson-conway-marczak-hellerstein-bloomunitdeclarativetestingfordistributedprograms-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/2304510.2304512\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'alvaro-hutchinson-conway-marczak-hellerstein-bloomunitdeclarativetestingfordistributedprograms-2012', 'https://doi.org/10.1145/2304510.2304512', event);\">\n    BloomUnit: declarative testing for distributed programs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Alvaro, P.; Hutchinson, A.; Conway, N.; Marczak, W. R.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Fifth International Workshop on Testing Database Systems, DBTest 2012, Scottsdale, AZ, USA, May 21, 2012</i>, pages 1,  2012. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/2304510.2304512\"\n     onclick=\"log_download('alvaro-hutchinson-conway-marczak-hellerstein-bloomunitdeclarativetestingfordistributedprograms-2012', 'https://doi.org/10.1145/2304510.2304512', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"BloomUnit: declarative testing for distributed programs [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2304510.2304512\"\n     onclick=\"log_download('alvaro-hutchinson-conway-marczak-hellerstein-bloomunitdeclarativetestingfordistributedprograms-2012', 'http://doi.org/10.1145/2304510.2304512', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/alvaro-hutchinson-conway-marczak-hellerstein-bloomunitdeclarativetestingfordistributedprograms-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('alvaro-hutchinson-conway-marczak-hellerstein-bloomunitdeclarativetestingfordistributedprograms-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/AlvaroHCMH12,\n  author       = {Peter Alvaro and\n                  Andrew Hutchinson and\n                  Neil Conway and\n                  William R. Marczak and\n                  Joseph M. Hellerstein},\n  title        = {BloomUnit: declarative testing for distributed programs},\n  booktitle    = {Proceedings of the Fifth International Workshop on Testing Database\n                  Systems, DBTest 2012, Scottsdale, AZ, USA, May 21, 2012},\n  pages        = {1},\n  year         = {2012},\n  crossref     = {DBLP:conf/sigmod/2012dbtest},\n  url          = {https://doi.org/10.1145/2304510.2304512},\n  doi          = {10.1145/2304510.2304512},\n  timestamp    = {Thu, 11 Mar 2021 15:20:15 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/AlvaroHCMH12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"abouzied-hellerstein-silberschatz-dataplayinteractivetweakingandexampledrivencorrectionofgraphicaldatabasequeries-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/2380116.2380144\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'abouzied-hellerstein-silberschatz-dataplayinteractivetweakingandexampledrivencorrectionofgraphicaldatabasequeries-2012', 'https://doi.org/10.1145/2380116.2380144', event);\">\n    DataPlay: interactive tweaking and example-driven correction of graphical database queries.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Abouzied, A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Silberschatz, A.\n</span>\n\n  \n\n</span>\n\n  In <i>The 25th Annual ACM Symposium on User Interface Software and Technology, UIST '12, Cambridge, MA, USA, October 7-10, 2012</i>, pages 207–218,  2012. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/2380116.2380144\"\n     onclick=\"log_download('abouzied-hellerstein-silberschatz-dataplayinteractivetweakingandexampledrivencorrectionofgraphicaldatabasequeries-2012', 'https://doi.org/10.1145/2380116.2380144', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"DataPlay: interactive tweaking and example-driven correction of graphical database queries [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2380116.2380144\"\n     onclick=\"log_download('abouzied-hellerstein-silberschatz-dataplayinteractivetweakingandexampledrivencorrectionofgraphicaldatabasequeries-2012', 'http://doi.org/10.1145/2380116.2380144', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/abouzied-hellerstein-silberschatz-dataplayinteractivetweakingandexampledrivencorrectionofgraphicaldatabasequeries-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('abouzied-hellerstein-silberschatz-dataplayinteractivetweakingandexampledrivencorrectionofgraphicaldatabasequeries-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/uist/AbouziedHS12,\n  author       = {Azza Abouzied and\n                  Joseph M. Hellerstein and\n                  Avi Silberschatz},\n  title        = {DataPlay: interactive tweaking and example-driven correction of graphical\n                  database queries},\n  booktitle    = {The 25th Annual {ACM} Symposium on User Interface Software and Technology,\n                  {UIST} &#x27;12, Cambridge, MA, USA, October 7-10, 2012},\n  pages        = {207--218},\n  year         = {2012},\n  crossref     = {DBLP:conf/uist/2012},\n  url          = {https://doi.org/10.1145/2380116.2380144},\n  doi          = {10.1145/2380116.2380144},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/uist/AbouziedHS12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"low-gonzalez-kyrola-bickson-guestrin-hellerstein-distributedgraphlabaframeworkformachinelearninginthecloud-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1204.6078\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'low-gonzalez-kyrola-bickson-guestrin-hellerstein-distributedgraphlabaframeworkformachinelearninginthecloud-2012', 'http://arxiv.org/abs/1204.6078', event);\">\n    Distributed GraphLab: A Framework for Machine Learning in the Cloud.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Low, Y.; Gonzalez, J.; Kyrola, A.; Bickson, D.; Guestrin, C.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/1204.6078.  2012.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/1204.6078\"\n     onclick=\"log_download('low-gonzalez-kyrola-bickson-guestrin-hellerstein-distributedgraphlabaframeworkformachinelearninginthecloud-2012', 'http://arxiv.org/abs/1204.6078', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Distributed GraphLab: A Framework for Machine Learning in the Cloud [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/low-gonzalez-kyrola-bickson-guestrin-hellerstein-distributedgraphlabaframeworkformachinelearninginthecloud-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('low-gonzalez-kyrola-bickson-guestrin-hellerstein-distributedgraphlabaframeworkformachinelearninginthecloud-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-1204-6078,\n  author       = {Yucheng Low and\n                  Joseph Gonzalez and\n                  Aapo Kyrola and\n                  Danny Bickson and\n                  Carlos Guestrin and\n                  Joseph M. Hellerstein},\n  title        = {Distributed GraphLab: {A} Framework for Machine Learning in the Cloud},\n  journal      = {CoRR},\n  volume       = {abs/1204.6078},\n  year         = {2012},\n  url          = {http://arxiv.org/abs/1204.6078},\n  eprinttype    = {arXiv},\n  eprint       = {1204.6078},\n  timestamp    = {Thu, 30 Apr 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1204-6078.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bailis-venkataraman-franklin-hellerstein-stoica-probabilisticallyboundedstalenessforpracticalpartialquorums-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1204.6082\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bailis-venkataraman-franklin-hellerstein-stoica-probabilisticallyboundedstalenessforpracticalpartialquorums-2012', 'http://arxiv.org/abs/1204.6082', event);\">\n    Probabilistically Bounded Staleness for Practical Partial Quorums.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bailis, P.; Venkataraman, S.; Franklin, M. J.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/1204.6082.  2012.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/1204.6082\"\n     onclick=\"log_download('bailis-venkataraman-franklin-hellerstein-stoica-probabilisticallyboundedstalenessforpracticalpartialquorums-2012', 'http://arxiv.org/abs/1204.6082', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Probabilistically Bounded Staleness for Practical Partial Quorums [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bailis-venkataraman-franklin-hellerstein-stoica-probabilisticallyboundedstalenessforpracticalpartialquorums-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bailis-venkataraman-franklin-hellerstein-stoica-probabilisticallyboundedstalenessforpracticalpartialquorums-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-1204-6082,\n  author       = {Peter Bailis and\n                  Shivaram Venkataraman and\n                  Michael J. Franklin and\n                  Joseph M. Hellerstein and\n                  Ion Stoica},\n  title        = {Probabilistically Bounded Staleness for Practical Partial Quorums},\n  journal      = {CoRR},\n  volume       = {abs/1204.6082},\n  year         = {2012},\n  url          = {http://arxiv.org/abs/1204.6082},\n  eprinttype    = {arXiv},\n  eprint       = {1204.6082},\n  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1204-6082.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-r-schoppmann-wang-fratkin-gorajek-ng-welton-etal-themadlibanalyticslibraryormadskillsthesql-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1208.4165\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-r-schoppmann-wang-fratkin-gorajek-ng-welton-etal-themadlibanalyticslibraryormadskillsthesql-2012', 'http://arxiv.org/abs/1208.4165', event);\">\n    The MADlib Analytics Library or MAD Skills, the SQL.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Ré, C.; Schoppmann, F.; Wang, D. Z.; Fratkin, E.; Gorajek, A.; Ng, K. S.; Welton, C.; Feng, X.; Li, K.;  and Kumar, A.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/1208.4165.  2012.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/1208.4165\"\n     onclick=\"log_download('hellerstein-r-schoppmann-wang-fratkin-gorajek-ng-welton-etal-themadlibanalyticslibraryormadskillsthesql-2012', 'http://arxiv.org/abs/1208.4165', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The MADlib Analytics Library or MAD Skills, the SQL [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-r-schoppmann-wang-fratkin-gorajek-ng-welton-etal-themadlibanalyticslibraryormadskillsthesql-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-r-schoppmann-wang-fratkin-gorajek-ng-welton-etal-themadlibanalyticslibraryormadskillsthesql-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-1208-4165,\n  author       = {Joseph M. Hellerstein and\n                  Christopher R{\\&#x27;{e}} and\n                  Florian Schoppmann and\n                  Daisy Zhe Wang and\n                  Eugene Fratkin and\n                  Aleksander Gorajek and\n                  Kee Siong Ng and\n                  Caleb Welton and\n                  Xixuan Feng and\n                  Kun Li and\n                  Arun Kumar},\n  title        = {The MADlib Analytics Library or {MAD} Skills, the {SQL}},\n  journal      = {CoRR},\n  volume       = {abs/1208.4165},\n  year         = {2012},\n  url          = {http://arxiv.org/abs/1208.4165},\n  eprinttype    = {arXiv},\n  eprint       = {1208.4165},\n  timestamp    = {Thu, 01 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1208-4165.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2011\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2011')\"\n      onkeypress=\"toggleGroup('group_2011')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2011</span>\n      <span class=\"bibbase_group_count\">\n        \n        (9)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"hellerstein-tennenhouse-searchingforjimgrayatechnicaloverview-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1965724.1965744\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-tennenhouse-searchingforjimgrayatechnicaloverview-2011', 'https://doi.org/10.1145/1965724.1965744', event);\">\n    Searching for Jim Gray: a technical overview.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Tennenhouse, D. L.\n</span>\n\n  \n\n</span>\n\n  <i>Commun. ACM</i>, 54(7): 77–87.  2011.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1965724.1965744\"\n     onclick=\"log_download('hellerstein-tennenhouse-searchingforjimgrayatechnicaloverview-2011', 'https://doi.org/10.1145/1965724.1965744', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Searching for Jim Gray: a technical overview [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1965724.1965744\"\n     onclick=\"log_download('hellerstein-tennenhouse-searchingforjimgrayatechnicaloverview-2011', 'http://doi.org/10.1145/1965724.1965744', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-tennenhouse-searchingforjimgrayatechnicaloverview-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-tennenhouse-searchingforjimgrayatechnicaloverview-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/cacm/HellersteinT11,\n  author       = {Joseph M. Hellerstein and\n                  David L. Tennenhouse},\n  title        = {Searching for Jim Gray: a technical overview},\n  journal      = {Commun. {ACM}},\n  volume       = {54},\n  number       = {7},\n  pages        = {77--87},\n  year         = {2011},\n  url          = {https://doi.org/10.1145/1965724.1965744},\n  doi          = {10.1145/1965724.1965744},\n  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/cacm/HellersteinT11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chen-chen-conway-hellerstein-parikh-usherimprovingdataqualitywithdynamicforms-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/TKDE.2011.31\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chen-chen-conway-hellerstein-parikh-usherimprovingdataqualitywithdynamicforms-2011', 'https://doi.org/10.1109/TKDE.2011.31', event);\">\n    Usher: Improving Data Quality with Dynamic Forms.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chen, K.; Chen, H.; Conway, N.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Parikh, T. S.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Trans. Knowl. Data Eng.</i>, 23(8): 1138–1153.  2011.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/TKDE.2011.31\"\n     onclick=\"log_download('chen-chen-conway-hellerstein-parikh-usherimprovingdataqualitywithdynamicforms-2011', 'https://doi.org/10.1109/TKDE.2011.31', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Usher: Improving Data Quality with Dynamic Forms [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/TKDE.2011.31\"\n     onclick=\"log_download('chen-chen-conway-hellerstein-parikh-usherimprovingdataqualitywithdynamicforms-2011', 'http://doi.org/10.1109/TKDE.2011.31', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chen-chen-conway-hellerstein-parikh-usherimprovingdataqualitywithdynamicforms-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chen-chen-conway-hellerstein-parikh-usherimprovingdataqualitywithdynamicforms-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/tkde/ChenCCHP11,\n  author       = {Kuang Chen and\n                  Harr Chen and\n                  Neil Conway and\n                  Joseph M. Hellerstein and\n                  Tapan S. Parikh},\n  title        = {Usher: Improving Data Quality with Dynamic Forms},\n  journal      = {{IEEE} Trans. Knowl. Data Eng.},\n  volume       = {23},\n  number       = {8},\n  pages        = {1138--1153},\n  year         = {2011},\n  url          = {https://doi.org/10.1109/TKDE.2011.31},\n  doi          = {10.1109/TKDE.2011.31},\n  timestamp    = {Sat, 20 May 2017 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkde/ChenCCHP11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"willett-heer-hellerstein-agrawala-commentspacestructuredsupportforcollaborativevisualanalysis-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1978942.1979407\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'willett-heer-hellerstein-agrawala-commentspacestructuredsupportforcollaborativevisualanalysis-2011', 'https://doi.org/10.1145/1978942.1979407', event);\">\n    CommentSpace: structured support for collaborative visual analysis.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Willett, W.; Heer, J.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Agrawala, M.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Conference on Human Factors in Computing Systems, CHI 2011, Vancouver, BC, Canada, May 7-12, 2011</i>, pages 3131–3140,  2011. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1978942.1979407\"\n     onclick=\"log_download('willett-heer-hellerstein-agrawala-commentspacestructuredsupportforcollaborativevisualanalysis-2011', 'https://doi.org/10.1145/1978942.1979407', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"CommentSpace: structured support for collaborative visual analysis [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1978942.1979407\"\n     onclick=\"log_download('willett-heer-hellerstein-agrawala-commentspacestructuredsupportforcollaborativevisualanalysis-2011', 'http://doi.org/10.1145/1978942.1979407', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/willett-heer-hellerstein-agrawala-commentspacestructuredsupportforcollaborativevisualanalysis-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('willett-heer-hellerstein-agrawala-commentspacestructuredsupportforcollaborativevisualanalysis-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/chi/WillettHHA11,\n  author       = {Wesley Willett and\n                  Jeffrey Heer and\n                  Joseph M. Hellerstein and\n                  Maneesh Agrawala},\n  title        = {CommentSpace: structured support for collaborative visual analysis},\n  booktitle    = {Proceedings of the International Conference on Human Factors in Computing\n                  Systems, {CHI} 2011, Vancouver, BC, Canada, May 7-12, 2011},\n  pages        = {3131--3140},\n  year         = {2011},\n  crossref     = {DBLP:conf/chi/2011},\n  url          = {https://doi.org/10.1145/1978942.1979407},\n  doi          = {10.1145/1978942.1979407},\n  timestamp    = {Fri, 12 Mar 2021 15:27:48 +0100},\n  biburl       = {https://dblp.org/rec/conf/chi/WillettHHA11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kandel-paepcke-hellerstein-heer-wranglerinteractivevisualspecificationofdatatransformationscripts-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1978942.1979444\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'kandel-paepcke-hellerstein-heer-wranglerinteractivevisualspecificationofdatatransformationscripts-2011', 'https://doi.org/10.1145/1978942.1979444', event);\">\n    Wrangler: interactive visual specification of data transformation scripts.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Kandel, S.; Paepcke, A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Heer, J.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the International Conference on Human Factors in Computing Systems, CHI 2011, Vancouver, BC, Canada, May 7-12, 2011</i>, pages 3363–3372,  2011. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1978942.1979444\"\n     onclick=\"log_download('kandel-paepcke-hellerstein-heer-wranglerinteractivevisualspecificationofdatatransformationscripts-2011', 'https://doi.org/10.1145/1978942.1979444', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Wrangler: interactive visual specification of data transformation scripts [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1978942.1979444\"\n     onclick=\"log_download('kandel-paepcke-hellerstein-heer-wranglerinteractivevisualspecificationofdatatransformationscripts-2011', 'http://doi.org/10.1145/1978942.1979444', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kandel-paepcke-hellerstein-heer-wranglerinteractivevisualspecificationofdatatransformationscripts-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('kandel-paepcke-hellerstein-heer-wranglerinteractivevisualspecificationofdatatransformationscripts-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/chi/KandelPHH11,\n  author       = {Sean Kandel and\n                  Andreas Paepcke and\n                  Joseph M. Hellerstein and\n                  Jeffrey Heer},\n  title        = {Wrangler: interactive visual specification of data transformation\n                  scripts},\n  booktitle    = {Proceedings of the International Conference on Human Factors in Computing\n                  Systems, {CHI} 2011, Vancouver, BC, Canada, May 7-12, 2011},\n  pages        = {3363--3372},\n  year         = {2011},\n  crossref     = {DBLP:conf/chi/2011},\n  url          = {https://doi.org/10.1145/1978942.1979444},\n  doi          = {10.1145/1978942.1979444},\n  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/chi/KandelPHH11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chen-hellerstein-parikh-datainthefirstmile-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://cidrdb.org/cidr2011/Papers/CIDR11\\_Paper27.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chen-hellerstein-parikh-datainthefirstmile-2011', 'http://cidrdb.org/cidr2011/Papers/CIDR11\\_Paper27.pdf', event);\">\n    Data in the First Mile.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chen, K.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Parikh, T. S.\n</span>\n\n  \n\n</span>\n\n  In <i>Fifth Biennial Conference on Innovative Data Systems Research, CIDR 2011, Asilomar, CA, USA, January 9-12, 2011, Online Proceedings</i>, pages 203–206,  2011. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://cidrdb.org/cidr2011/Papers/CIDR11\\_Paper27.pdf\"\n     onclick=\"log_download('chen-hellerstein-parikh-datainthefirstmile-2011', 'http://cidrdb.org/cidr2011/Papers/CIDR11\\_Paper27.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Data in the First Mile [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chen-hellerstein-parikh-datainthefirstmile-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chen-hellerstein-parikh-datainthefirstmile-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/cidr/ChenHP11,\n  author       = {Kuang Chen and\n                  Joseph M. Hellerstein and\n                  Tapan S. Parikh},\n  title        = {Data in the First Mile},\n  booktitle    = {Fifth Biennial Conference on Innovative Data Systems Research, {CIDR}\n                  2011, Asilomar, CA, USA, January 9-12, 2011, Online Proceedings},\n  pages        = {203--206},\n  year         = {2011},\n  crossref     = {DBLP:conf/cidr/2011},\n  url          = {http://cidrdb.org/cidr2011/Papers/CIDR11\\_Paper27.pdf},\n  timestamp    = {Mon, 18 Jul 2022 17:13:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cidr/ChenHP11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"alvaro-conway-hellerstein-marczak-consistencyanalysisinbloomacalmandcollectedapproach-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://cidrdb.org/cidr2011/Papers/CIDR11\\_Paper35.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'alvaro-conway-hellerstein-marczak-consistencyanalysisinbloomacalmandcollectedapproach-2011', 'http://cidrdb.org/cidr2011/Papers/CIDR11\\_Paper35.pdf', event);\">\n    Consistency Analysis in Bloom: a CALM and Collected Approach.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Alvaro, P.; Conway, N.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Marczak, W. R.\n</span>\n\n  \n\n</span>\n\n  In <i>Fifth Biennial Conference on Innovative Data Systems Research, CIDR 2011, Asilomar, CA, USA, January 9-12, 2011, Online Proceedings</i>, pages 249–260,  2011. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://cidrdb.org/cidr2011/Papers/CIDR11\\_Paper35.pdf\"\n     onclick=\"log_download('alvaro-conway-hellerstein-marczak-consistencyanalysisinbloomacalmandcollectedapproach-2011', 'http://cidrdb.org/cidr2011/Papers/CIDR11\\_Paper35.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Consistency Analysis in Bloom: a CALM and Collected Approach [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/alvaro-conway-hellerstein-marczak-consistencyanalysisinbloomacalmandcollectedapproach-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('alvaro-conway-hellerstein-marczak-consistencyanalysisinbloomacalmandcollectedapproach-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/cidr/AlvaroCHM11,\n  author       = {Peter Alvaro and\n                  Neil Conway and\n                  Joseph M. Hellerstein and\n                  William R. Marczak},\n  title        = {Consistency Analysis in Bloom: a {CALM} and Collected Approach},\n  booktitle    = {Fifth Biennial Conference on Innovative Data Systems Research, {CIDR}\n                  2011, Asilomar, CA, USA, January 9-12, 2011, Online Proceedings},\n  pages        = {249--260},\n  year         = {2011},\n  crossref     = {DBLP:conf/cidr/2011},\n  url          = {http://cidrdb.org/cidr2011/Papers/CIDR11\\_Paper35.pdf},\n  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/cidr/AlvaroCHM11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"gunawi-do-joshi-alvaro-hellerstein-arpacidusseau-arpacidusseau-sen-etal-fateanddestiniaframeworkforcloudrecoverytesting-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.usenix.org/conference/nsdi11/fate-and-destini-framework-cloud-recovery-testing\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'gunawi-do-joshi-alvaro-hellerstein-arpacidusseau-arpacidusseau-sen-etal-fateanddestiniaframeworkforcloudrecoverytesting-2011', 'https://www.usenix.org/conference/nsdi11/fate-and-destini-framework-cloud-recovery-testing', event);\">\n    FATE and DESTINI: A Framework for Cloud Recovery Testing.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gunawi, H. S.; Do, T.; Joshi, P.; Alvaro, P.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Arpaci-Dusseau, A. C.; Arpaci-Dusseau, R. H.; Sen, K.;  and Borthakur, D.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 8th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2011, Boston, MA, USA, March 30 - April 1, 2011</i>,  2011. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.usenix.org/conference/nsdi11/fate-and-destini-framework-cloud-recovery-testing\"\n     onclick=\"log_download('gunawi-do-joshi-alvaro-hellerstein-arpacidusseau-arpacidusseau-sen-etal-fateanddestiniaframeworkforcloudrecoverytesting-2011', 'https://www.usenix.org/conference/nsdi11/fate-and-destini-framework-cloud-recovery-testing', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"FATE and DESTINI: A Framework for Cloud Recovery Testing [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gunawi-do-joshi-alvaro-hellerstein-arpacidusseau-arpacidusseau-sen-etal-fateanddestiniaframeworkforcloudrecoverytesting-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gunawi-do-joshi-alvaro-hellerstein-arpacidusseau-arpacidusseau-sen-etal-fateanddestiniaframeworkforcloudrecoverytesting-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/nsdi/GunawiDJAHAASB10,\n  author       = {Haryadi S. Gunawi and\n                  Thanh Do and\n                  Pallavi Joshi and\n                  Peter Alvaro and\n                  Joseph M. Hellerstein and\n                  Andrea C. Arpaci{-}Dusseau and\n                  Remzi H. Arpaci{-}Dusseau and\n                  Koushik Sen and\n                  Dhruba Borthakur},\n  title        = {{FATE} and {DESTINI:} {A} Framework for Cloud Recovery Testing},\n  booktitle    = {Proceedings of the 8th {USENIX} Symposium on Networked Systems Design\n                  and Implementation, {NSDI} 2011, Boston, MA, USA, March 30 - April\n                  1, 2011},\n  year         = {2011},\n  crossref     = {DBLP:conf/nsdi/2011},\n  url          = {https://www.usenix.org/conference/nsdi11/fate-and-destini-framework-cloud-recovery-testing},\n  timestamp    = {Tue, 02 Feb 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/nsdi/GunawiDJAHAASB10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wang-franklin-garofalakis-hellerstein-wick-hybridindatabaseinferencefordeclarativeinformationextraction-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1989323.1989378\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wang-franklin-garofalakis-hellerstein-wick-hybridindatabaseinferencefordeclarativeinformationextraction-2011', 'https://doi.org/10.1145/1989323.1989378', event);\">\n    Hybrid in-database inference for declarative information extraction.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wang, D. Z.; Franklin, M. J.; Garofalakis, M. N.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Wick, M. L.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2011, Athens, Greece, June 12-16, 2011</i>, pages 517–528,  2011. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1989323.1989378\"\n     onclick=\"log_download('wang-franklin-garofalakis-hellerstein-wick-hybridindatabaseinferencefordeclarativeinformationextraction-2011', 'https://doi.org/10.1145/1989323.1989378', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Hybrid in-database inference for declarative information extraction [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1989323.1989378\"\n     onclick=\"log_download('wang-franklin-garofalakis-hellerstein-wick-hybridindatabaseinferencefordeclarativeinformationextraction-2011', 'http://doi.org/10.1145/1989323.1989378', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wang-franklin-garofalakis-hellerstein-wick-hybridindatabaseinferencefordeclarativeinformationextraction-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wang-franklin-garofalakis-hellerstein-wick-hybridindatabaseinferencefordeclarativeinformationextraction-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/WangFGHW11,\n  author       = {Daisy Zhe Wang and\n                  Michael J. Franklin and\n                  Minos N. Garofalakis and\n                  Joseph M. Hellerstein and\n                  Michael L. Wick},\n  title        = {Hybrid in-database inference for declarative information extraction},\n  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management\n                  of Data, {SIGMOD} 2011, Athens, Greece, June 12-16, 2011},\n  pages        = {517--528},\n  year         = {2011},\n  crossref     = {DBLP:conf/sigmod/2011},\n  url          = {https://doi.org/10.1145/1989323.1989378},\n  doi          = {10.1145/1989323.1989378},\n  timestamp    = {Thu, 11 Mar 2021 15:20:15 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/WangFGHW11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"guo-kandel-hellerstein-heer-proactivewranglingmixedinitiativeenduserprogrammingofdatatransformationscripts-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/2047196.2047205\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'guo-kandel-hellerstein-heer-proactivewranglingmixedinitiativeenduserprogrammingofdatatransformationscripts-2011', 'https://doi.org/10.1145/2047196.2047205', event);\">\n    Proactive wrangling: mixed-initiative end-user programming of data transformation scripts.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Guo, P. J.; Kandel, S.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Heer, J.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 24th Annual ACM Symposium on User Interface Software and Technology, Santa Barbara, CA, USA, October 16-19, 2011</i>, pages 65–74,  2011. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/2047196.2047205\"\n     onclick=\"log_download('guo-kandel-hellerstein-heer-proactivewranglingmixedinitiativeenduserprogrammingofdatatransformationscripts-2011', 'https://doi.org/10.1145/2047196.2047205', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Proactive wrangling: mixed-initiative end-user programming of data transformation scripts [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2047196.2047205\"\n     onclick=\"log_download('guo-kandel-hellerstein-heer-proactivewranglingmixedinitiativeenduserprogrammingofdatatransformationscripts-2011', 'http://doi.org/10.1145/2047196.2047205', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/guo-kandel-hellerstein-heer-proactivewranglingmixedinitiativeenduserprogrammingofdatatransformationscripts-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('guo-kandel-hellerstein-heer-proactivewranglingmixedinitiativeenduserprogrammingofdatatransformationscripts-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/uist/GuoKHH11,\n  author       = {Philip J. Guo and\n                  Sean Kandel and\n                  Joseph M. Hellerstein and\n                  Jeffrey Heer},\n  title        = {Proactive wrangling: mixed-initiative end-user programming of data\n                  transformation scripts},\n  booktitle    = {Proceedings of the 24th Annual {ACM} Symposium on User Interface Software\n                  and Technology, Santa Barbara, CA, USA, October 16-19, 2011},\n  pages        = {65--74},\n  year         = {2011},\n  crossref     = {DBLP:conf/uist/2011},\n  url          = {https://doi.org/10.1145/2047196.2047205},\n  doi          = {10.1145/2047196.2047205},\n  timestamp    = {Tue, 06 Nov 2018 16:58:07 +0100},\n  biburl       = {https://dblp.org/rec/conf/uist/GuoKHH11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2010\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2010')\"\n      onkeypress=\"toggleGroup('group_2010')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2010</span>\n      <span class=\"bibbase_group_count\">\n        \n        (18)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"feridun-hellerstein-editorial-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1016/j.comnet.2010.09.003\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'feridun-hellerstein-editorial-2010', 'https://doi.org/10.1016/j.comnet.2010.09.003', event);\">\n    Editorial.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Feridun, M.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Comput. Networks</i>, 54(16): 2807–2808.  2010.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1016/j.comnet.2010.09.003\"\n     onclick=\"log_download('feridun-hellerstein-editorial-2010', 'https://doi.org/10.1016/j.comnet.2010.09.003', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Editorial [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1016/J.COMNET.2010.09.003\"\n     onclick=\"log_download('feridun-hellerstein-editorial-2010', 'http://doi.org/10.1016/J.COMNET.2010.09.003', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/feridun-hellerstein-editorial-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('feridun-hellerstein-editorial-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/cn/FeridunH10,\n  author       = {Metin Feridun and\n                  Joseph M. Hellerstein},\n  title        = {Editorial},\n  journal      = {Comput. Networks},\n  volume       = {54},\n  number       = {16},\n  pages        = {2807--2808},\n  year         = {2010},\n  url          = {https://doi.org/10.1016/j.comnet.2010.09.003},\n  doi          = {10.1016/J.COMNET.2010.09.003},\n  timestamp    = {Wed, 15 Feb 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/cn/FeridunH10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wang-franklin-garofalakis-hellerstein-queryingprobabilisticinformationextraction-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/pvldb/vldb2010/pvldb\\_vol3/R94.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wang-franklin-garofalakis-hellerstein-queryingprobabilisticinformationextraction-2010', 'http://www.vldb.org/pvldb/vldb2010/pvldb\\_vol3/R94.pdf', event);\">\n    Querying Probabilistic Information Extraction.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wang, D. Z.; Franklin, M. J.; Garofalakis, M. N.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 3(1): 1057–1067.  2010.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/pvldb/vldb2010/pvldb\\_vol3/R94.pdf\"\n     onclick=\"log_download('wang-franklin-garofalakis-hellerstein-queryingprobabilisticinformationextraction-2010', 'http://www.vldb.org/pvldb/vldb2010/pvldb\\_vol3/R94.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Querying Probabilistic Information Extraction [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.14778/1920841.1920974\"\n     onclick=\"log_download('wang-franklin-garofalakis-hellerstein-queryingprobabilisticinformationextraction-2010', 'http://doi.org/10.14778/1920841.1920974', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wang-franklin-garofalakis-hellerstein-queryingprobabilisticinformationextraction-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wang-franklin-garofalakis-hellerstein-queryingprobabilisticinformationextraction-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/WangFGH10,\n  author       = {Daisy Zhe Wang and\n                  Michael J. Franklin and\n                  Minos N. Garofalakis and\n                  Joseph M. Hellerstein},\n  title        = {Querying Probabilistic Information Extraction},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {3},\n  number       = {1},\n  pages        = {1057--1067},\n  year         = {2010},\n  url          = {http://www.vldb.org/pvldb/vldb2010/pvldb\\_vol3/R94.pdf},\n  doi          = {10.14778/1920841.1920974},\n  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/pvldb/WangFGH10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-letterfromthegeneralpccochair-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/pvldb/vol4/frontmatterVol4No2.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-letterfromthegeneralpccochair-2010', 'http://www.vldb.org/pvldb/vol4/frontmatterVol4No2.pdf', event);\">\n    Letter from the General PC Co-Chair.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 4(2).  2010.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/pvldb/vol4/frontmatterVol4No2.pdf\"\n     onclick=\"log_download('hellerstein-letterfromthegeneralpccochair-2010', 'http://www.vldb.org/pvldb/vol4/frontmatterVol4No2.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Letter from the General PC Co-Chair [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-letterfromthegeneralpccochair-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-letterfromthegeneralpccochair-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/Hellerstein10,\n  author       = {Joseph M. Hellerstein},\n  title        = {Letter from the General {PC} Co-Chair},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {4},\n  number       = {2},\n  year         = {2010},\n  url          = {http://www.vldb.org/pvldb/vol4/frontmatterVol4No2.pdf},\n  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/pvldb/Hellerstein10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-thedeclarativeimperativeexperiencesandconjecturesindistributedlogic-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1860702.1860704\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-thedeclarativeimperativeexperiencesandconjecturesindistributedlogic-2010', 'https://doi.org/10.1145/1860702.1860704', event);\">\n    The declarative imperative: experiences and conjectures in distributed logic.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>SIGMOD Rec.</i>, 39(1): 5–19.  2010.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1860702.1860704\"\n     onclick=\"log_download('hellerstein-thedeclarativeimperativeexperiencesandconjecturesindistributedlogic-2010', 'https://doi.org/10.1145/1860702.1860704', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The declarative imperative: experiences and conjectures in distributed logic [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1860702.1860704\"\n     onclick=\"log_download('hellerstein-thedeclarativeimperativeexperiencesandconjecturesindistributedlogic-2010', 'http://doi.org/10.1145/1860702.1860704', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-thedeclarativeimperativeexperiencesandconjecturesindistributedlogic-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-thedeclarativeimperativeexperiencesandconjecturesindistributedlogic-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/sigmod/Hellerstein10,\n  author       = {Joseph M. Hellerstein},\n  title        = {The declarative imperative: experiences and conjectures in distributed\n                  logic},\n  journal      = {{SIGMOD} Rec.},\n  volume       = {39},\n  number       = {1},\n  pages        = {5--19},\n  year         = {2010},\n  url          = {https://doi.org/10.1145/1860702.1860704},\n  doi          = {10.1145/1860702.1860704},\n  timestamp    = {Sun, 22 Oct 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/sigmod/Hellerstein10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"meliou-guestrin-hellerstein-multiresolutioncubeestimatorsforsensornetworkaggregatequeries-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ceur-ws.org/Vol-619/paper17.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'meliou-guestrin-hellerstein-multiresolutioncubeestimatorsforsensornetworkaggregatequeries-2010', 'https://ceur-ws.org/Vol-619/paper17.pdf', event);\">\n    Multiresolution Cube Estimators for Sensor Network Aggregate Queries.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Meliou, A.; Guestrin, C.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 4th Alberto Mendelzon International Workshop on Foundations of Data Management, Buenos Aires, Argentina, May 17-20, 2010</i>,  2010. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ceur-ws.org/Vol-619/paper17.pdf\"\n     onclick=\"log_download('meliou-guestrin-hellerstein-multiresolutioncubeestimatorsforsensornetworkaggregatequeries-2010', 'https://ceur-ws.org/Vol-619/paper17.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Multiresolution Cube Estimators for Sensor Network Aggregate Queries [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/meliou-guestrin-hellerstein-multiresolutioncubeestimatorsforsensornetworkaggregatequeries-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('meliou-guestrin-hellerstein-multiresolutioncubeestimatorsforsensornetworkaggregatequeries-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/amw/MeliouGH10,\n  author       = {Alexandra Meliou and\n                  Carlos Guestrin and\n                  Joseph M. Hellerstein},\n  title        = {Multiresolution Cube Estimators for Sensor Network Aggregate Queries},\n  booktitle    = {Proceedings of the 4th Alberto Mendelzon International Workshop on\n                  Foundations of Data Management, Buenos Aires, Argentina, May 17-20,\n                  2010},\n  year         = {2010},\n  crossref     = {DBLP:conf/amw/2010},\n  url          = {https://ceur-ws.org/Vol-619/paper17.pdf},\n  timestamp    = {Fri, 10 Mar 2023 16:23:19 +0100},\n  biburl       = {https://dblp.org/rec/conf/amw/MeliouGH10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"alvaro-marczak-conway-hellerstein-maier-sears-dedalusdatalogintimeandspace-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1007/978-3-642-24206-9\\_16\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'alvaro-marczak-conway-hellerstein-maier-sears-dedalusdatalogintimeandspace-2010', 'https://doi.org/10.1007/978-3-642-24206-9\\_16', event);\">\n    Dedalus: Datalog in Time and Space.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Alvaro, P.; Marczak, W. R.; Conway, N.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Maier, D.;  and Sears, R.\n</span>\n\n  \n\n</span>\n\n  In <i>Datalog Reloaded - First International Workshop, Datalog 2010, Oxford, UK, March 16-19, 2010. Revised Selected Papers</i>, pages 262–281,  2010. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1007/978-3-642-24206-9\\_16\"\n     onclick=\"log_download('alvaro-marczak-conway-hellerstein-maier-sears-dedalusdatalogintimeandspace-2010', 'https://doi.org/10.1007/978-3-642-24206-9\\_16', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Dedalus: Datalog in Time and Space [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-642-24206-9_16\"\n     onclick=\"log_download('alvaro-marczak-conway-hellerstein-maier-sears-dedalusdatalogintimeandspace-2010', 'http://doi.org/10.1007/978-3-642-24206-9_16', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/alvaro-marczak-conway-hellerstein-maier-sears-dedalusdatalogintimeandspace-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('alvaro-marczak-conway-hellerstein-maier-sears-dedalusdatalogintimeandspace-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/datalog/AlvaroMCHMS10,\n  author       = {Peter Alvaro and\n                  William R. Marczak and\n                  Neil Conway and\n                  Joseph M. Hellerstein and\n                  David Maier and\n                  Russell Sears},\n  title        = {Dedalus: Datalog in Time and Space},\n  booktitle    = {Datalog Reloaded - First International Workshop, Datalog 2010, Oxford,\n                  UK, March 16-19, 2010. Revised Selected Papers},\n  pages        = {262--281},\n  year         = {2010},\n  crossref     = {DBLP:conf/datalog/2010},\n  url          = {https://doi.org/10.1007/978-3-642-24206-9\\_16},\n  doi          = {10.1007/978-3-642-24206-9\\_16},\n  timestamp    = {Tue, 14 May 2019 10:00:46 +0200},\n  biburl       = {https://dblp.org/rec/conf/datalog/AlvaroMCHMS10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"alvaro-condie-conway-elmeleegy-hellerstein-sears-boomanalyticsexploringdatacentricdeclarativeprogrammingforthecloud-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1755913.1755937\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'alvaro-condie-conway-elmeleegy-hellerstein-sears-boomanalyticsexploringdatacentricdeclarativeprogrammingforthecloud-2010', 'https://doi.org/10.1145/1755913.1755937', event);\">\n    Boom analytics: exploring data-centric, declarative programming for the cloud.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Alvaro, P.; Condie, T.; Conway, N.; Elmeleegy, K.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Sears, R.\n</span>\n\n  \n\n</span>\n\n  In <i>European Conference on Computer Systems, Proceedings of the 5th European conference on Computer systems, EuroSys 2010, Paris, France, April 13-16, 2010</i>, pages 223–236,  2010. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1755913.1755937\"\n     onclick=\"log_download('alvaro-condie-conway-elmeleegy-hellerstein-sears-boomanalyticsexploringdatacentricdeclarativeprogrammingforthecloud-2010', 'https://doi.org/10.1145/1755913.1755937', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Boom analytics: exploring data-centric, declarative programming for the cloud [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1755913.1755937\"\n     onclick=\"log_download('alvaro-condie-conway-elmeleegy-hellerstein-sears-boomanalyticsexploringdatacentricdeclarativeprogrammingforthecloud-2010', 'http://doi.org/10.1145/1755913.1755937', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/alvaro-condie-conway-elmeleegy-hellerstein-sears-boomanalyticsexploringdatacentricdeclarativeprogrammingforthecloud-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('alvaro-condie-conway-elmeleegy-hellerstein-sears-boomanalyticsexploringdatacentricdeclarativeprogrammingforthecloud-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/eurosys/AlvaroCCEHS10,\n  author       = {Peter Alvaro and\n                  Tyson Condie and\n                  Neil Conway and\n                  Khaled Elmeleegy and\n                  Joseph M. Hellerstein and\n                  Russell Sears},\n  title        = {Boom analytics: exploring data-centric, declarative programming for\n                  the cloud},\n  booktitle    = {European Conference on Computer Systems, Proceedings of the 5th European\n                  conference on Computer systems, EuroSys 2010, Paris, France, April\n                  13-16, 2010},\n  pages        = {223--236},\n  year         = {2010},\n  crossref     = {DBLP:conf/eurosys/2010},\n  url          = {https://doi.org/10.1145/1755913.1755937},\n  doi          = {10.1145/1755913.1755937},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/eurosys/AlvaroCCEHS10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"gunawi-do-joshi-hellerstein-arpacidusseau-arpacidusseau-sen-towardsautomaticallycheckingthousandsoffailureswithmicrospecifications-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.usenix.org/conference/hotdep10/towards-automatically-checking-thousands-failures-micro-specifications\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'gunawi-do-joshi-hellerstein-arpacidusseau-arpacidusseau-sen-towardsautomaticallycheckingthousandsoffailureswithmicrospecifications-2010', 'https://www.usenix.org/conference/hotdep10/towards-automatically-checking-thousands-failures-micro-specifications', event);\">\n    Towards Automatically Checking Thousands of Failures with Micro-specifications.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gunawi, H. S.; Do, T.; Joshi, P.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Arpaci-Dusseau, A. C.; Arpaci-Dusseau, R. H.;  and Sen, K.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Sixth Workshop on Hot Topics in System Dependability, HotDep 2010, Vancouver, BC, Canada, October 3, 2010</i>,  2010. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.usenix.org/conference/hotdep10/towards-automatically-checking-thousands-failures-micro-specifications\"\n     onclick=\"log_download('gunawi-do-joshi-hellerstein-arpacidusseau-arpacidusseau-sen-towardsautomaticallycheckingthousandsoffailureswithmicrospecifications-2010', 'https://www.usenix.org/conference/hotdep10/towards-automatically-checking-thousands-failures-micro-specifications', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Towards Automatically Checking Thousands of Failures with Micro-specifications [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gunawi-do-joshi-hellerstein-arpacidusseau-arpacidusseau-sen-towardsautomaticallycheckingthousandsoffailureswithmicrospecifications-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gunawi-do-joshi-hellerstein-arpacidusseau-arpacidusseau-sen-towardsautomaticallycheckingthousandsoffailureswithmicrospecifications-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/hotdep/GunawiDJHAAS10,\n  author       = {Haryadi S. Gunawi and\n                  Thanh Do and\n                  Pallavi Joshi and\n                  Joseph M. Hellerstein and\n                  Andrea C. Arpaci{-}Dusseau and\n                  Remzi H. Arpaci{-}Dusseau and\n                  Koushik Sen},\n  title        = {Towards Automatically Checking Thousands of Failures with Micro-specifications},\n  booktitle    = {Proceedings of the Sixth Workshop on Hot Topics in System Dependability,\n                  HotDep 2010, Vancouver, BC, Canada, October 3, 2010},\n  year         = {2010},\n  crossref     = {DBLP:conf/hotdep/2010},\n  url          = {https://www.usenix.org/conference/hotdep10/towards-automatically-checking-thousands-failures-micro-specifications},\n  timestamp    = {Tue, 02 Feb 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/hotdep/GunawiDJHAAS10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wang-michelakis-franklin-garofalakis-hellerstein-probabilisticdeclarativeinformationextraction-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/ICDE.2010.5447844\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wang-michelakis-franklin-garofalakis-hellerstein-probabilisticdeclarativeinformationextraction-2010', 'https://doi.org/10.1109/ICDE.2010.5447844', event);\">\n    Probabilistic declarative information extraction.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wang, D. Z.; Michelakis, E.; Franklin, M. J.; Garofalakis, M. N.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 26th International Conference on Data Engineering, ICDE 2010, March 1-6, 2010, Long Beach, California, USA</i>, pages 173–176,  2010. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/ICDE.2010.5447844\"\n     onclick=\"log_download('wang-michelakis-franklin-garofalakis-hellerstein-probabilisticdeclarativeinformationextraction-2010', 'https://doi.org/10.1109/ICDE.2010.5447844', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Probabilistic declarative information extraction [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/ICDE.2010.5447844\"\n     onclick=\"log_download('wang-michelakis-franklin-garofalakis-hellerstein-probabilisticdeclarativeinformationextraction-2010', 'http://doi.org/10.1109/ICDE.2010.5447844', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wang-michelakis-franklin-garofalakis-hellerstein-probabilisticdeclarativeinformationextraction-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wang-michelakis-franklin-garofalakis-hellerstein-probabilisticdeclarativeinformationextraction-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/icde/WangMFGH10,\n  author       = {Daisy Zhe Wang and\n                  Eirinaios Michelakis and\n                  Michael J. Franklin and\n                  Minos N. Garofalakis and\n                  Joseph M. Hellerstein},\n  title        = {Probabilistic declarative information extraction},\n  booktitle    = {Proceedings of the 26th International Conference on Data Engineering,\n                  {ICDE} 2010, March 1-6, 2010, Long Beach, California, {USA}},\n  pages        = {173--176},\n  year         = {2010},\n  crossref     = {DBLP:conf/icde/2010},\n  url          = {https://doi.org/10.1109/ICDE.2010.5447844},\n  doi          = {10.1109/ICDE.2010.5447844},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/WangMFGH10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chen-chen-conway-hellerstein-parikh-usherimprovingdataqualitywithdynamicforms-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/ICDE.2010.5447832\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chen-chen-conway-hellerstein-parikh-usherimprovingdataqualitywithdynamicforms-2010', 'https://doi.org/10.1109/ICDE.2010.5447832', event);\">\n    USHER: Improving data quality with dynamic forms.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chen, K.; Chen, H.; Conway, N.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Parikh, T. S.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 26th International Conference on Data Engineering, ICDE 2010, March 1-6, 2010, Long Beach, California, USA</i>, pages 321–332,  2010. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/ICDE.2010.5447832\"\n     onclick=\"log_download('chen-chen-conway-hellerstein-parikh-usherimprovingdataqualitywithdynamicforms-2010', 'https://doi.org/10.1109/ICDE.2010.5447832', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"USHER: Improving data quality with dynamic forms [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/ICDE.2010.5447832\"\n     onclick=\"log_download('chen-chen-conway-hellerstein-parikh-usherimprovingdataqualitywithdynamicforms-2010', 'http://doi.org/10.1109/ICDE.2010.5447832', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chen-chen-conway-hellerstein-parikh-usherimprovingdataqualitywithdynamicforms-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chen-chen-conway-hellerstein-parikh-usherimprovingdataqualitywithdynamicforms-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/icde/ChenCCHP10,\n  author       = {Kuang Chen and\n                  Harr Chen and\n                  Neil Conway and\n                  Joseph M. Hellerstein and\n                  Tapan S. Parikh},\n  title        = {{USHER:} Improving data quality with dynamic forms},\n  booktitle    = {Proceedings of the 26th International Conference on Data Engineering,\n                  {ICDE} 2010, March 1-6, 2010, Long Beach, California, {USA}},\n  pages        = {321--332},\n  year         = {2010},\n  crossref     = {DBLP:conf/icde/2010},\n  url          = {https://doi.org/10.1109/ICDE.2010.5447832},\n  doi          = {10.1109/ICDE.2010.5447832},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/ChenCCHP10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"condie-conway-alvaro-hellerstein-elmeleegy-sears-mapreduceonline-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.usenix.org/events/nsdi10/tech/full\\_papers/condie.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'condie-conway-alvaro-hellerstein-elmeleegy-sears-mapreduceonline-2010', 'http://www.usenix.org/events/nsdi10/tech/full\\_papers/condie.pdf', event);\">\n    MapReduce Online.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Condie, T.; Conway, N.; Alvaro, P.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Elmeleegy, K.;  and Sears, R.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 7th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2010, April 28-30, 2010, San Jose, CA, USA</i>, pages 313–328,  2010. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.usenix.org/events/nsdi10/tech/full\\_papers/condie.pdf\"\n     onclick=\"log_download('condie-conway-alvaro-hellerstein-elmeleegy-sears-mapreduceonline-2010', 'http://www.usenix.org/events/nsdi10/tech/full\\_papers/condie.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"MapReduce Online [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/condie-conway-alvaro-hellerstein-elmeleegy-sears-mapreduceonline-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('condie-conway-alvaro-hellerstein-elmeleegy-sears-mapreduceonline-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/nsdi/CondieCAHES10,\n  author       = {Tyson Condie and\n                  Neil Conway and\n                  Peter Alvaro and\n                  Joseph M. Hellerstein and\n                  Khaled Elmeleegy and\n                  Russell Sears},\n  title        = {MapReduce Online},\n  booktitle    = {Proceedings of the 7th {USENIX} Symposium on Networked Systems Design\n                  and Implementation, {NSDI} 2010, April 28-30, 2010, San Jose, CA,\n                  {USA}},\n  pages        = {313--328},\n  year         = {2010},\n  crossref     = {DBLP:conf/nsdi/2010},\n  url          = {http://www.usenix.org/events/nsdi10/tech/full\\_papers/condie.pdf},\n  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/nsdi/CondieCAHES10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-datalogreduxexperienceandconjecture-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1807085.1807087\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-datalogreduxexperienceandconjecture-2010', 'https://doi.org/10.1145/1807085.1807087', event);\">\n    Datalog redux: experience and conjecture.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Twenty-Ninth ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, PODS 2010, June 6-11, 2010, Indianapolis, Indiana, USA</i>, pages 1–2,  2010. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1807085.1807087\"\n     onclick=\"log_download('hellerstein-datalogreduxexperienceandconjecture-2010', 'https://doi.org/10.1145/1807085.1807087', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Datalog redux: experience and conjecture [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1807085.1807087\"\n     onclick=\"log_download('hellerstein-datalogreduxexperienceandconjecture-2010', 'http://doi.org/10.1145/1807085.1807087', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-datalogreduxexperienceandconjecture-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-datalogreduxexperienceandconjecture-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/pods/Hellerstein10,\n  author       = {Joseph M. Hellerstein},\n  title        = {Datalog redux: experience and conjecture},\n  booktitle    = {Proceedings of the Twenty-Ninth {ACM} {SIGMOD-SIGACT-SIGART} Symposium\n                  on Principles of Database Systems, {PODS} 2010, June 6-11, 2010, Indianapolis,\n                  Indiana, {USA}},\n  pages        = {1--2},\n  year         = {2010},\n  crossref     = {DBLP:conf/pods/2010},\n  url          = {https://doi.org/10.1145/1807085.1807087},\n  doi          = {10.1145/1807085.1807087},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/pods/Hellerstein10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"condie-conway-alvaro-hellerstein-gerth-talbot-elmeleegy-sears-onlineaggregationandcontinuousquerysupportinmapreduce-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1807167.1807295\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'condie-conway-alvaro-hellerstein-gerth-talbot-elmeleegy-sears-onlineaggregationandcontinuousquerysupportinmapreduce-2010', 'https://doi.org/10.1145/1807167.1807295', event);\">\n    Online aggregation and continuous query support in MapReduce.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Condie, T.; Conway, N.; Alvaro, P.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Gerth, J.; Talbot, J.; Elmeleegy, K.;  and Sears, R.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2010, Indianapolis, Indiana, USA, June 6-10, 2010</i>, pages 1115–1118,  2010. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1807167.1807295\"\n     onclick=\"log_download('condie-conway-alvaro-hellerstein-gerth-talbot-elmeleegy-sears-onlineaggregationandcontinuousquerysupportinmapreduce-2010', 'https://doi.org/10.1145/1807167.1807295', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Online aggregation and continuous query support in MapReduce [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1807167.1807295\"\n     onclick=\"log_download('condie-conway-alvaro-hellerstein-gerth-talbot-elmeleegy-sears-onlineaggregationandcontinuousquerysupportinmapreduce-2010', 'http://doi.org/10.1145/1807167.1807295', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/condie-conway-alvaro-hellerstein-gerth-talbot-elmeleegy-sears-onlineaggregationandcontinuousquerysupportinmapreduce-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('condie-conway-alvaro-hellerstein-gerth-talbot-elmeleegy-sears-onlineaggregationandcontinuousquerysupportinmapreduce-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/CondieCAHGTES10,\n  author       = {Tyson Condie and\n                  Neil Conway and\n                  Peter Alvaro and\n                  Joseph M. Hellerstein and\n                  John Gerth and\n                  Justin Talbot and\n                  Khaled Elmeleegy and\n                  Russell Sears},\n  title        = {Online aggregation and continuous query support in MapReduce},\n  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management\n                  of Data, {SIGMOD} 2010, Indianapolis, Indiana, USA, June 6-10, 2010},\n  pages        = {1115--1118},\n  year         = {2010},\n  crossref     = {DBLP:conf/sigmod/2010},\n  url          = {https://doi.org/10.1145/1807167.1807295},\n  doi          = {10.1145/1807167.1807295},\n  timestamp    = {Thu, 11 Mar 2021 15:20:15 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/CondieCAHGTES10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"low-gonzalez-kyrola-bickson-guestrin-hellerstein-graphlabanewframeworkforparallelmachinelearning-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\\&amp;\\#38;smnu=2\\&amp;\\#38;article\\_id=2126\\&amp;\\#38;proceeding\\_id=26\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'low-gonzalez-kyrola-bickson-guestrin-hellerstein-graphlabanewframeworkforparallelmachinelearning-2010', 'https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\\&amp;\\#38;smnu=2\\&amp;\\#38;article\\_id=2126\\&amp;\\#38;proceeding\\_id=26', event);\">\n    GraphLab: A New Framework For Parallel Machine Learning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Low, Y.; Gonzalez, J.; Kyrola, A.; Bickson, D.; Guestrin, C.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>UAI 2010, Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence, Catalina Island, CA, USA, July 8-11, 2010</i>, pages 340–349,  2010. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\\&amp;\\#38;smnu=2\\&amp;\\#38;article\\_id=2126\\&amp;\\#38;proceeding\\_id=26\"\n     onclick=\"log_download('low-gonzalez-kyrola-bickson-guestrin-hellerstein-graphlabanewframeworkforparallelmachinelearning-2010', 'https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\\&amp;\\#38;smnu=2\\&amp;\\#38;article\\_id=2126\\&amp;\\#38;proceeding\\_id=26', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"GraphLab: A New Framework For Parallel Machine Learning [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/low-gonzalez-kyrola-bickson-guestrin-hellerstein-graphlabanewframeworkforparallelmachinelearning-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('low-gonzalez-kyrola-bickson-guestrin-hellerstein-graphlabanewframeworkforparallelmachinelearning-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/uai/LowGKBGH10,\n  author       = {Yucheng Low and\n                  Joseph Gonzalez and\n                  Aapo Kyrola and\n                  Danny Bickson and\n                  Carlos Guestrin and\n                  Joseph M. Hellerstein},\n  title        = {GraphLab: {A} New Framework For Parallel Machine Learning},\n  booktitle    = {{UAI} 2010, Proceedings of the Twenty-Sixth Conference on Uncertainty\n                  in Artificial Intelligence, Catalina Island, CA, USA, July 8-11, 2010},\n  pages        = {340--349},\n  year         = {2010},\n  crossref     = {DBLP:conf/uai/2010},\n  url          = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\\&amp;\\#38;smnu=2\\&amp;\\#38;article\\_id=2126\\&amp;\\#38;proceeding\\_id=26},\n  timestamp    = {Wed, 03 Feb 2021 11:09:25 +0100},\n  biburl       = {https://dblp.org/rec/conf/uai/LowGKBGH10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chen-hellerstein-parikh-designingadaptivefeedbackforimprovingdataentryaccuracy-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1866029.1866068\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chen-hellerstein-parikh-designingadaptivefeedbackforimprovingdataentryaccuracy-2010', 'https://doi.org/10.1145/1866029.1866068', event);\">\n    Designing adaptive feedback for improving data entry accuracy.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chen, K.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Parikh, T. S.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 23rd Annual ACM Symposium on User Interface Software and Technology, New York, NY, USA, October 3-6, 2010</i>, pages 239–248,  2010. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1866029.1866068\"\n     onclick=\"log_download('chen-hellerstein-parikh-designingadaptivefeedbackforimprovingdataentryaccuracy-2010', 'https://doi.org/10.1145/1866029.1866068', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Designing adaptive feedback for improving data entry accuracy [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1866029.1866068\"\n     onclick=\"log_download('chen-hellerstein-parikh-designingadaptivefeedbackforimprovingdataentryaccuracy-2010', 'http://doi.org/10.1145/1866029.1866068', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chen-hellerstein-parikh-designingadaptivefeedbackforimprovingdataentryaccuracy-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chen-hellerstein-parikh-designingadaptivefeedbackforimprovingdataentryaccuracy-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/uist/ChenHP10,\n  author       = {Kuang Chen and\n                  Joseph M. Hellerstein and\n                  Tapan S. Parikh},\n  title        = {Designing adaptive feedback for improving data entry accuracy},\n  booktitle    = {Proceedings of the 23rd Annual {ACM} Symposium on User Interface Software\n                  and Technology, New York, NY, USA, October 3-6, 2010},\n  pages        = {239--248},\n  year         = {2010},\n  crossref     = {DBLP:conf/uist/2010},\n  url          = {https://doi.org/10.1145/1866029.1866068},\n  doi          = {10.1145/1866029.1866068},\n  timestamp    = {Tue, 06 Nov 2018 16:58:07 +0100},\n  biburl       = {https://dblp.org/rec/conf/uist/ChenHP10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-chaudhuri-rosenblum-proceedingsofthe1stacmsymposiumoncloudcomputingsocc2010indianapolisindianausajune10112010-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1807128\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-chaudhuri-rosenblum-proceedingsofthe1stacmsymposiumoncloudcomputingsocc2010indianapolisindianausajune10112010-2010', 'https://doi.org/10.1145/1807128', event);\">\n    Proceedings of the 1st ACM Symposium on Cloud Computing, SoCC 2010, Indianapolis, Indiana, USA, June 10-11, 2010.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Chaudhuri, S.;  and Rosenblum, M.,\n  editors.\n  \n</span>\n\n  \n\n</span>\n\n  ACM.  2010.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1807128\"\n     onclick=\"log_download('hellerstein-chaudhuri-rosenblum-proceedingsofthe1stacmsymposiumoncloudcomputingsocc2010indianapolisindianausajune10112010-2010', 'https://doi.org/10.1145/1807128', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Proceedings of the 1st ACM Symposium on Cloud Computing, SoCC 2010, Indianapolis, Indiana, USA, June 10-11, 2010 [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1807128\"\n     onclick=\"log_download('hellerstein-chaudhuri-rosenblum-proceedingsofthe1stacmsymposiumoncloudcomputingsocc2010indianapolisindianausajune10112010-2010', 'http://doi.org/10.1145/1807128', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-chaudhuri-rosenblum-proceedingsofthe1stacmsymposiumoncloudcomputingsocc2010indianapolisindianausajune10112010-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-chaudhuri-rosenblum-proceedingsofthe1stacmsymposiumoncloudcomputingsocc2010indianapolisindianausajune10112010-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@proceedings{DBLP:conf/cloud/2010,\n  editor       = {Joseph M. Hellerstein and\n                  Surajit Chaudhuri and\n                  Mendel Rosenblum},\n  title        = {Proceedings of the 1st {ACM} Symposium on Cloud Computing, SoCC 2010,\n                  Indianapolis, Indiana, USA, June 10-11, 2010},\n  publisher    = {{ACM}},\n  year         = {2010},\n  url          = {https://doi.org/10.1145/1807128},\n  doi          = {10.1145/1807128},\n  isbn         = {978-1-4503-0036-0},\n  timestamp    = {Thu, 11 Mar 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/cloud/2010.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"low-gonzalez-kyrola-bickson-guestrin-hellerstein-graphlabanewframeworkforparallelmachinelearning-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1006.4990\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'low-gonzalez-kyrola-bickson-guestrin-hellerstein-graphlabanewframeworkforparallelmachinelearning-2010', 'http://arxiv.org/abs/1006.4990', event);\">\n    GraphLab: A New Framework for Parallel Machine Learning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Low, Y.; Gonzalez, J.; Kyrola, A.; Bickson, D.; Guestrin, C.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/1006.4990.  2010.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/1006.4990\"\n     onclick=\"log_download('low-gonzalez-kyrola-bickson-guestrin-hellerstein-graphlabanewframeworkforparallelmachinelearning-2010', 'http://arxiv.org/abs/1006.4990', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"GraphLab: A New Framework for Parallel Machine Learning [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/low-gonzalez-kyrola-bickson-guestrin-hellerstein-graphlabanewframeworkforparallelmachinelearning-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('low-gonzalez-kyrola-bickson-guestrin-hellerstein-graphlabanewframeworkforparallelmachinelearning-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-1006-4990,\n  author       = {Yucheng Low and\n                  Joseph Gonzalez and\n                  Aapo Kyrola and\n                  Danny Bickson and\n                  Carlos Guestrin and\n                  Joseph M. Hellerstein},\n  title        = {GraphLab: {A} New Framework for Parallel Machine Learning},\n  journal      = {CoRR},\n  volume       = {abs/1006.4990},\n  year         = {2010},\n  url          = {http://arxiv.org/abs/1006.4990},\n  eprinttype    = {arXiv},\n  eprint       = {1006.4990},\n  timestamp    = {Thu, 30 Apr 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1006-4990.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"meliou-guestrin-hellerstein-multiresolutioncubeestimatorsforsensornetworkaggregatequeries-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1007.3781\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'meliou-guestrin-hellerstein-multiresolutioncubeestimatorsforsensornetworkaggregatequeries-2010', 'http://arxiv.org/abs/1007.3781', event);\">\n    Multiresolution Cube Estimators for Sensor Network Aggregate Queries.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Meliou, A.; Guestrin, C.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/1007.3781.  2010.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/1007.3781\"\n     onclick=\"log_download('meliou-guestrin-hellerstein-multiresolutioncubeestimatorsforsensornetworkaggregatequeries-2010', 'http://arxiv.org/abs/1007.3781', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Multiresolution Cube Estimators for Sensor Network Aggregate Queries [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/meliou-guestrin-hellerstein-multiresolutioncubeestimatorsforsensornetworkaggregatequeries-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('meliou-guestrin-hellerstein-multiresolutioncubeestimatorsforsensornetworkaggregatequeries-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-1007-3781,\n  author       = {Alexandra Meliou and\n                  Carlos Guestrin and\n                  Joseph M. Hellerstein},\n  title        = {Multiresolution Cube Estimators for Sensor Network Aggregate Queries},\n  journal      = {CoRR},\n  volume       = {abs/1007.3781},\n  year         = {2010},\n  url          = {http://arxiv.org/abs/1007.3781},\n  eprinttype    = {arXiv},\n  eprint       = {1007.3781},\n  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1007-3781.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2009\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2009')\"\n      onkeypress=\"toggleGroup('group_2009')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2009</span>\n      <span class=\"bibbase_group_count\">\n        \n        (11)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"agrawal-ailamaki-bernstein-brewer-carey-chaudhuri-doan-florescu-etal-theclaremontreportondatabaseresearch-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1516046.1516062\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'agrawal-ailamaki-bernstein-brewer-carey-chaudhuri-doan-florescu-etal-theclaremontreportondatabaseresearch-2009', 'https://doi.org/10.1145/1516046.1516062', event);\">\n    The Claremont report on database research.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Agrawal, R.; Ailamaki, A.; Bernstein, P. A.; Brewer, E. A.; Carey, M. J.; Chaudhuri, S.; Doan, A.; Florescu, D.; Franklin, M. J.; Garcia-Molina, H.; Gehrke, J.; Gruenwald, L.; Haas, L. M.; Halevy, A. Y.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Ioannidis, Y. E.; Korth, H. F.; Kossmann, D.; Madden, S.; Magoulas, R.; Ooi, B. C.; O'Reilly, T.; Ramakrishnan, R.; Sarawagi, S.; Stonebraker, M.; Szalay, A. S.;  and Weikum, G.\n</span>\n\n  \n\n</span>\n\n  <i>Commun. ACM</i>, 52(6): 56–65.  2009.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1516046.1516062\"\n     onclick=\"log_download('agrawal-ailamaki-bernstein-brewer-carey-chaudhuri-doan-florescu-etal-theclaremontreportondatabaseresearch-2009', 'https://doi.org/10.1145/1516046.1516062', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The Claremont report on database research [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1516046.1516062\"\n     onclick=\"log_download('agrawal-ailamaki-bernstein-brewer-carey-chaudhuri-doan-florescu-etal-theclaremontreportondatabaseresearch-2009', 'http://doi.org/10.1145/1516046.1516062', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/agrawal-ailamaki-bernstein-brewer-carey-chaudhuri-doan-florescu-etal-theclaremontreportondatabaseresearch-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('agrawal-ailamaki-bernstein-brewer-carey-chaudhuri-doan-florescu-etal-theclaremontreportondatabaseresearch-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/cacm/AgrawalABBCCDFFGGGHHHIKKMMOORSSSW09,\n  author       = {Rakesh Agrawal and\n                  Anastasia Ailamaki and\n                  Philip A. Bernstein and\n                  Eric A. Brewer and\n                  Michael J. Carey and\n                  Surajit Chaudhuri and\n                  AnHai Doan and\n                  Daniela Florescu and\n                  Michael J. Franklin and\n                  Hector Garcia{-}Molina and\n                  Johannes Gehrke and\n                  Le Gruenwald and\n                  Laura M. Haas and\n                  Alon Y. Halevy and\n                  Joseph M. Hellerstein and\n                  Yannis E. Ioannidis and\n                  Henry F. Korth and\n                  Donald Kossmann and\n                  Samuel Madden and\n                  Roger Magoulas and\n                  Beng Chin Ooi and\n                  Tim O&#x27;Reilly and\n                  Raghu Ramakrishnan and\n                  Sunita Sarawagi and\n                  Michael Stonebraker and\n                  Alexander S. Szalay and\n                  Gerhard Weikum},\n  title        = {The Claremont report on database research},\n  journal      = {Commun. {ACM}},\n  volume       = {52},\n  number       = {6},\n  pages        = {56--65},\n  year         = {2009},\n  url          = {https://doi.org/10.1145/1516046.1516062},\n  doi          = {10.1145/1516046.1516062},\n  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/cacm/AgrawalABBCCDFFGGGHHHIKKMMOORSSSW09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"loo-condie-garofalakis-gay-hellerstein-maniatis-ramakrishnan-roscoe-etal-declarativenetworking-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1592761.1592785\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'loo-condie-garofalakis-gay-hellerstein-maniatis-ramakrishnan-roscoe-etal-declarativenetworking-2009', 'https://doi.org/10.1145/1592761.1592785', event);\">\n    Declarative networking.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Loo, B. T.; Condie, T.; Garofalakis, M. N.; Gay, D. E.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Maniatis, P.; Ramakrishnan, R.; Roscoe, T.;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  <i>Commun. ACM</i>, 52(11): 87–95.  2009.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1592761.1592785\"\n     onclick=\"log_download('loo-condie-garofalakis-gay-hellerstein-maniatis-ramakrishnan-roscoe-etal-declarativenetworking-2009', 'https://doi.org/10.1145/1592761.1592785', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Declarative networking [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1592761.1592785\"\n     onclick=\"log_download('loo-condie-garofalakis-gay-hellerstein-maniatis-ramakrishnan-roscoe-etal-declarativenetworking-2009', 'http://doi.org/10.1145/1592761.1592785', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/loo-condie-garofalakis-gay-hellerstein-maniatis-ramakrishnan-roscoe-etal-declarativenetworking-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('loo-condie-garofalakis-gay-hellerstein-maniatis-ramakrishnan-roscoe-etal-declarativenetworking-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/cacm/LooCGGHMRRS09,\n  author       = {Boon Thau Loo and\n                  Tyson Condie and\n                  Minos N. Garofalakis and\n                  David E. Gay and\n                  Joseph M. Hellerstein and\n                  Petros Maniatis and\n                  Raghu Ramakrishnan and\n                  Timothy Roscoe and\n                  Ion Stoica},\n  title        = {Declarative networking},\n  journal      = {Commun. {ACM}},\n  volume       = {52},\n  number       = {11},\n  pages        = {87--95},\n  year         = {2009},\n  url          = {https://doi.org/10.1145/1592761.1592785},\n  doi          = {10.1145/1592761.1592785},\n  timestamp    = {Sun, 12 Feb 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/cacm/LooCGGHMRRS09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"cohen-dolan-dunlap-hellerstein-welton-madskillsnewanalysispracticesforbigdata-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/pvldb/vol2/vldb09-219.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'cohen-dolan-dunlap-hellerstein-welton-madskillsnewanalysispracticesforbigdata-2009', 'http://www.vldb.org/pvldb/vol2/vldb09-219.pdf', event);\">\n    MAD Skills: New Analysis Practices for Big Data.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Cohen, J.; Dolan, B.; Dunlap, M.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Welton, C.\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 2(2): 1481–1492.  2009.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/pvldb/vol2/vldb09-219.pdf\"\n     onclick=\"log_download('cohen-dolan-dunlap-hellerstein-welton-madskillsnewanalysispracticesforbigdata-2009', 'http://www.vldb.org/pvldb/vol2/vldb09-219.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"MAD Skills: New Analysis Practices for Big Data [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.14778/1687553.1687576\"\n     onclick=\"log_download('cohen-dolan-dunlap-hellerstein-welton-madskillsnewanalysispracticesforbigdata-2009', 'http://doi.org/10.14778/1687553.1687576', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/cohen-dolan-dunlap-hellerstein-welton-madskillsnewanalysispracticesforbigdata-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('cohen-dolan-dunlap-hellerstein-welton-madskillsnewanalysispracticesforbigdata-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/CohenDDHW09,\n  author       = {Jeffrey Cohen and\n                  Brian Dolan and\n                  Mark Dunlap and\n                  Joseph M. Hellerstein and\n                  Caleb Welton},\n  title        = {{MAD} Skills: New Analysis Practices for Big Data},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {2},\n  number       = {2},\n  pages        = {1481--1492},\n  year         = {2009},\n  url          = {http://www.vldb.org/pvldb/vol2/vldb09-219.pdf},\n  doi          = {10.14778/1687553.1687576},\n  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/pvldb/CohenDDHW09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"abadi-cafarella-hellerstein-kossmann-madden-bernstein-howbesttobuildwebscaledatamanagersapaneldiscussion-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/pvldb/vol2/vldb09-panel2.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'abadi-cafarella-hellerstein-kossmann-madden-bernstein-howbesttobuildwebscaledatamanagersapaneldiscussion-2009', 'http://www.vldb.org/pvldb/vol2/vldb09-panel2.pdf', event);\">\n    How Best to Build Web-Scale Data Managers? A Panel Discussion.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Abadi, D. J.; Cafarella, M. J.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Kossmann, D.; Madden, S.;  and Bernstein, P. A.\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 2(2): 1647.  2009.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/pvldb/vol2/vldb09-panel2.pdf\"\n     onclick=\"log_download('abadi-cafarella-hellerstein-kossmann-madden-bernstein-howbesttobuildwebscaledatamanagersapaneldiscussion-2009', 'http://www.vldb.org/pvldb/vol2/vldb09-panel2.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"How Best to Build Web-Scale Data Managers? A Panel Discussion [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.14778/1687553.1687616\"\n     onclick=\"log_download('abadi-cafarella-hellerstein-kossmann-madden-bernstein-howbesttobuildwebscaledatamanagersapaneldiscussion-2009', 'http://doi.org/10.14778/1687553.1687616', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/abadi-cafarella-hellerstein-kossmann-madden-bernstein-howbesttobuildwebscaledatamanagersapaneldiscussion-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('abadi-cafarella-hellerstein-kossmann-madden-bernstein-howbesttobuildwebscaledatamanagersapaneldiscussion-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/AbadiCHKMB09,\n  author       = {Daniel J. Abadi and\n                  Michael J. Cafarella and\n                  Joseph M. Hellerstein and\n                  Donald Kossmann and\n                  Samuel Madden and\n                  Philip A. Bernstein},\n  title        = {How Best to Build Web-Scale Data Managers? {A} Panel Discussion},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {2},\n  number       = {2},\n  pages        = {1647},\n  year         = {2009},\n  url          = {http://www.vldb.org/pvldb/vol2/vldb09-panel2.pdf},\n  doi          = {10.14778/1687553.1687616},\n  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/pvldb/AbadiCHKMB09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"heer-hellerstein-datavisualizationsocialdataanalysis-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/pvldb/vol2/vldb09-tutorial2.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'heer-hellerstein-datavisualizationsocialdataanalysis-2009', 'http://www.vldb.org/pvldb/vol2/vldb09-tutorial2.pdf', event);\">\n    Data visualization & social data analysis.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Heer, J.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 2(2): 1656–1657.  2009.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/pvldb/vol2/vldb09-tutorial2.pdf\"\n     onclick=\"log_download('heer-hellerstein-datavisualizationsocialdataanalysis-2009', 'http://www.vldb.org/pvldb/vol2/vldb09-tutorial2.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Data visualization &amp; social data analysis [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.14778/1687553.1687621\"\n     onclick=\"log_download('heer-hellerstein-datavisualizationsocialdataanalysis-2009', 'http://doi.org/10.14778/1687553.1687621', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/heer-hellerstein-datavisualizationsocialdataanalysis-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('heer-hellerstein-datavisualizationsocialdataanalysis-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/HeerH09,\n  author       = {Jeffrey Heer and\n                  Joseph M. Hellerstein},\n  title        = {Data visualization {\\&amp;} social data analysis},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {2},\n  number       = {2},\n  pages        = {1656--1657},\n  year         = {2009},\n  url          = {http://www.vldb.org/pvldb/vol2/vldb09-tutorial2.pdf},\n  doi          = {10.14778/1687553.1687621},\n  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/pvldb/HeerH09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"alvaro-condie-conway-hellerstein-sears-idodeclareconsensusinalogiclanguage-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1713254.1713261\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'alvaro-condie-conway-hellerstein-sears-idodeclareconsensusinalogiclanguage-2009', 'https://doi.org/10.1145/1713254.1713261', event);\">\n    I do declare: consensus in a logic language.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Alvaro, P.; Condie, T.; Conway, N.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Sears, R.\n</span>\n\n  \n\n</span>\n\n  <i>ACM SIGOPS Oper. Syst. Rev.</i>, 43(4): 25–30.  2009.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1713254.1713261\"\n     onclick=\"log_download('alvaro-condie-conway-hellerstein-sears-idodeclareconsensusinalogiclanguage-2009', 'https://doi.org/10.1145/1713254.1713261', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"I do declare: consensus in a logic language [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1713254.1713261\"\n     onclick=\"log_download('alvaro-condie-conway-hellerstein-sears-idodeclareconsensusinalogiclanguage-2009', 'http://doi.org/10.1145/1713254.1713261', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/alvaro-condie-conway-hellerstein-sears-idodeclareconsensusinalogiclanguage-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('alvaro-condie-conway-hellerstein-sears-idodeclareconsensusinalogiclanguage-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/sigops/AlvaroCCHS09,\n  author       = {Peter Alvaro and\n                  Tyson Condie and\n                  Neil Conway and\n                  Joseph M. Hellerstein and\n                  Russell Sears},\n  title        = {I do declare: consensus in a logic language},\n  journal      = {{ACM} {SIGOPS} Oper. Syst. Rev.},\n  volume       = {43},\n  number       = {4},\n  pages        = {25--30},\n  year         = {2009},\n  url          = {https://doi.org/10.1145/1713254.1713261},\n  doi          = {10.1145/1713254.1713261},\n  timestamp    = {Tue, 14 Jul 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/sigops/AlvaroCCHS09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chen-chen-conway-dolan-hellerstein-parikh-improvingdataqualitywithdynamicforms-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/ICTD.2009.5426738\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chen-chen-conway-dolan-hellerstein-parikh-improvingdataqualitywithdynamicforms-2009', 'https://doi.org/10.1109/ICTD.2009.5426738', event);\">\n    Improving data quality with dynamic forms.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chen, K.; Chen, H.; Conway, N.; Dolan, H.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Parikh, T. S.\n</span>\n\n  \n\n</span>\n\n  In <i>2009 International Conference on Information and Communication Technologies and Development, ICTD 2009, Education City, Doha, Qatar, April 17-19, 2009</i>, pages 487,  2009. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/ICTD.2009.5426738\"\n     onclick=\"log_download('chen-chen-conway-dolan-hellerstein-parikh-improvingdataqualitywithdynamicforms-2009', 'https://doi.org/10.1109/ICTD.2009.5426738', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Improving data quality with dynamic forms [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/ICTD.2009.5426738\"\n     onclick=\"log_download('chen-chen-conway-dolan-hellerstein-parikh-improvingdataqualitywithdynamicforms-2009', 'http://doi.org/10.1109/ICTD.2009.5426738', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chen-chen-conway-dolan-hellerstein-parikh-improvingdataqualitywithdynamicforms-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chen-chen-conway-dolan-hellerstein-parikh-improvingdataqualitywithdynamicforms-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/ictd/ChenCCDHP09,\n  author       = {Kuang Chen and\n                  Harr Chen and\n                  Neil Conway and\n                  Heather Dolan and\n                  Joseph M. Hellerstein and\n                  Tapan S. Parikh},\n  title        = {Improving data quality with dynamic forms},\n  booktitle    = {2009 International Conference on Information and Communication Technologies\n                  and Development, {ICTD} 2009, Education City, Doha, Qatar, April 17-19,\n                  2009},\n  pages        = {487},\n  year         = {2009},\n  crossref     = {DBLP:conf/ictd/2009},\n  url          = {https://doi.org/10.1109/ICTD.2009.5426738},\n  doi          = {10.1109/ICTD.2009.5426738},\n  timestamp    = {Fri, 28 Jan 2022 10:30:37 +0100},\n  biburl       = {https://dblp.org/rec/conf/ictd/ChenCCDHP09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chu-hellerstein-automatingrendezvousandproxyselectioninsensornets-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ieeexplore.ieee.org/document/5211939/\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chu-hellerstein-automatingrendezvousandproxyselectioninsensornets-2009', 'https://ieeexplore.ieee.org/document/5211939/', event);\">\n    Automating rendezvous and proxy selection in sensornets.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chu, D.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 8th International Conference on Information Processing in Sensor Networks, IPSN 2009, April 13-16, 2009, San Francisco, California, USA</i>, pages 73–84,  2009. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ieeexplore.ieee.org/document/5211939/\"\n     onclick=\"log_download('chu-hellerstein-automatingrendezvousandproxyselectioninsensornets-2009', 'https://ieeexplore.ieee.org/document/5211939/', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Automating rendezvous and proxy selection in sensornets [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chu-hellerstein-automatingrendezvousandproxyselectioninsensornets-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chu-hellerstein-automatingrendezvousandproxyselectioninsensornets-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/ipsn/ChuH09,\n  author       = {David Chu and\n                  Joseph M. Hellerstein},\n  title        = {Automating rendezvous and proxy selection in sensornets},\n  booktitle    = {Proceedings of the 8th International Conference on Information Processing\n                  in Sensor Networks, {IPSN} 2009, April 13-16, 2009, San Francisco,\n                  California, {USA}},\n  pages        = {73--84},\n  year         = {2009},\n  crossref     = {DBLP:conf/ipsn/2009},\n  url          = {https://ieeexplore.ieee.org/document/5211939/},\n  timestamp    = {Tue, 10 Aug 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/ipsn/ChuH09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"meliou-guestrin-hellerstein-approximatingsensornetworkqueriesusinginnetworksummaries-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ieeexplore.ieee.org/document/5211928/\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'meliou-guestrin-hellerstein-approximatingsensornetworkqueriesusinginnetworksummaries-2009', 'https://ieeexplore.ieee.org/document/5211928/', event);\">\n    Approximating sensor network queries using in-network summaries.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Meliou, A.; Guestrin, C.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 8th International Conference on Information Processing in Sensor Networks, IPSN 2009, April 13-16, 2009, San Francisco, California, USA</i>, pages 229–240,  2009. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ieeexplore.ieee.org/document/5211928/\"\n     onclick=\"log_download('meliou-guestrin-hellerstein-approximatingsensornetworkqueriesusinginnetworksummaries-2009', 'https://ieeexplore.ieee.org/document/5211928/', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Approximating sensor network queries using in-network summaries [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/meliou-guestrin-hellerstein-approximatingsensornetworkqueriesusinginnetworksummaries-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('meliou-guestrin-hellerstein-approximatingsensornetworkqueriesusinginnetworksummaries-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/ipsn/MeliouGH09,\n  author       = {Alexandra Meliou and\n                  Carlos Guestrin and\n                  Joseph M. Hellerstein},\n  title        = {Approximating sensor network queries using in-network summaries},\n  booktitle    = {Proceedings of the 8th International Conference on Information Processing\n                  in Sensor Networks, {IPSN} 2009, April 13-16, 2009, San Francisco,\n                  California, {USA}},\n  pages        = {229--240},\n  year         = {2009},\n  crossref     = {DBLP:conf/ipsn/2009},\n  url          = {https://ieeexplore.ieee.org/document/5211928/},\n  timestamp    = {Tue, 10 Aug 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/ipsn/MeliouGH09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"waas-hellerstein-parallelizingextensiblequeryoptimizers-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1559845.1559938\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'waas-hellerstein-parallelizingextensiblequeryoptimizers-2009', 'https://doi.org/10.1145/1559845.1559938', event);\">\n    Parallelizing extensible query optimizers.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Waas, F. M.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2009, Providence, Rhode Island, USA, June 29 - July 2, 2009</i>, pages 871–878,  2009. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1559845.1559938\"\n     onclick=\"log_download('waas-hellerstein-parallelizingextensiblequeryoptimizers-2009', 'https://doi.org/10.1145/1559845.1559938', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Parallelizing extensible query optimizers [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1559845.1559938\"\n     onclick=\"log_download('waas-hellerstein-parallelizingextensiblequeryoptimizers-2009', 'http://doi.org/10.1145/1559845.1559938', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/waas-hellerstein-parallelizingextensiblequeryoptimizers-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('waas-hellerstein-parallelizingextensiblequeryoptimizers-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/WaasH09,\n  author       = {Florian M. Waas and\n                  Joseph M. Hellerstein},\n  title        = {Parallelizing extensible query optimizers},\n  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management\n                  of Data, {SIGMOD} 2009, Providence, Rhode Island, USA, June 29 - July\n                  2, 2009},\n  pages        = {871--878},\n  year         = {2009},\n  crossref     = {DBLP:conf/sigmod/2009},\n  url          = {https://doi.org/10.1145/1559845.1559938},\n  doi          = {10.1145/1559845.1559938},\n  timestamp    = {Thu, 11 Mar 2021 15:20:15 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/WaasH09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-generalizedsearchtree-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1007/978-0-387-39940-9\\_743\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-generalizedsearchtree-2009', 'https://doi.org/10.1007/978-0-387-39940-9\\_743', event);\">\n    Generalized Search Tree.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Encyclopedia of Database Systems</i>, pages 1222–1224.  2009.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1007/978-0-387-39940-9\\_743\"\n     onclick=\"log_download('hellerstein-generalizedsearchtree-2009', 'https://doi.org/10.1007/978-0-387-39940-9\\_743', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Generalized Search Tree [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-0-387-39940-9_743\"\n     onclick=\"log_download('hellerstein-generalizedsearchtree-2009', 'http://doi.org/10.1007/978-0-387-39940-9_743', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-generalizedsearchtree-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-generalizedsearchtree-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@incollection{DBLP:reference/db/Hellerstein09,\n  author       = {Joseph M. Hellerstein},\n  title        = {Generalized Search Tree},\n  booktitle    = {Encyclopedia of Database Systems},\n  pages        = {1222--1224},\n  year         = {2009},\n  crossref     = {DBLP:reference/db/2009},\n  url          = {https://doi.org/10.1007/978-0-387-39940-9\\_743},\n  doi          = {10.1007/978-0-387-39940-9\\_743},\n  timestamp    = {Sun, 02 Jun 2019 21:10:27 +0200},\n  biburl       = {https://dblp.org/rec/reference/db/Hellerstein09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2008\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2008')\"\n      onkeypress=\"toggleGroup('group_2008')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2008</span>\n      <span class=\"bibbase_group_count\">\n        \n        (5)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"wang-michelakis-garofalakis-hellerstein-bayesstoremanaginglargeuncertaindatarepositorieswithprobabilisticgraphicalmodels-2008\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/pvldb/vol1/1453896.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wang-michelakis-garofalakis-hellerstein-bayesstoremanaginglargeuncertaindatarepositorieswithprobabilisticgraphicalmodels-2008', 'http://www.vldb.org/pvldb/vol1/1453896.pdf', event);\">\n    BayesStore: managing large, uncertain data repositories with probabilistic graphical models.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Wang, D. Z.; Michelakis, E.; Garofalakis, M. N.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 1(1): 340–351.  2008.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/pvldb/vol1/1453896.pdf\"\n     onclick=\"log_download('wang-michelakis-garofalakis-hellerstein-bayesstoremanaginglargeuncertaindatarepositorieswithprobabilisticgraphicalmodels-2008', 'http://www.vldb.org/pvldb/vol1/1453896.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"BayesStore: managing large, uncertain data repositories with probabilistic graphical models [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.14778/1453856.1453896\"\n     onclick=\"log_download('wang-michelakis-garofalakis-hellerstein-bayesstoremanaginglargeuncertaindatarepositorieswithprobabilisticgraphicalmodels-2008', 'http://doi.org/10.14778/1453856.1453896', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wang-michelakis-garofalakis-hellerstein-bayesstoremanaginglargeuncertaindatarepositorieswithprobabilisticgraphicalmodels-2008\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wang-michelakis-garofalakis-hellerstein-bayesstoremanaginglargeuncertaindatarepositorieswithprobabilisticgraphicalmodels-2008')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/WangMGH08,\n  author       = {Daisy Zhe Wang and\n                  Eirinaios Michelakis and\n                  Minos N. Garofalakis and\n                  Joseph M. Hellerstein},\n  title        = {BayesStore: managing large, uncertain data repositories with probabilistic\n                  graphical models},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {1},\n  number       = {1},\n  pages        = {340--351},\n  year         = {2008},\n  url          = {http://www.vldb.org/pvldb/vol1/1453896.pdf},\n  doi          = {10.14778/1453856.1453896},\n  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/pvldb/WangMGH08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"condie-chu-hellerstein-maniatis-evitaracedmetacompilationfordeclarativenetworks-2008\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/pvldb/vol1/1453978.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'condie-chu-hellerstein-maniatis-evitaracedmetacompilationfordeclarativenetworks-2008', 'http://www.vldb.org/pvldb/vol1/1453978.pdf', event);\">\n    Evita raced: metacompilation for declarative networks.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Condie, T.; Chu, D.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Maniatis, P.\n</span>\n\n  \n\n</span>\n\n  <i>Proc. VLDB Endow.</i>, 1(1): 1153–1165.  2008.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/pvldb/vol1/1453978.pdf\"\n     onclick=\"log_download('condie-chu-hellerstein-maniatis-evitaracedmetacompilationfordeclarativenetworks-2008', 'http://www.vldb.org/pvldb/vol1/1453978.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Evita raced: metacompilation for declarative networks [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.14778/1453856.1453978\"\n     onclick=\"log_download('condie-chu-hellerstein-maniatis-evitaracedmetacompilationfordeclarativenetworks-2008', 'http://doi.org/10.14778/1453856.1453978', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/condie-chu-hellerstein-maniatis-evitaracedmetacompilationfordeclarativenetworks-2008\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('condie-chu-hellerstein-maniatis-evitaracedmetacompilationfordeclarativenetworks-2008')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/pvldb/CondieCHM08,\n  author       = {Tyson Condie and\n                  David Chu and\n                  Joseph M. Hellerstein and\n                  Petros Maniatis},\n  title        = {Evita raced: metacompilation for declarative networks},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {1},\n  number       = {1},\n  pages        = {1153--1165},\n  year         = {2008},\n  url          = {http://www.vldb.org/pvldb/vol1/1453978.pdf},\n  doi          = {10.14778/1453856.1453978},\n  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/pvldb/CondieCHM08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"agrawal-ailamaki-bernstein-brewer-carey-chaudhuri-doan-florescu-etal-theclaremontreportondatabaseresearch-2008\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1462571.1462573\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'agrawal-ailamaki-bernstein-brewer-carey-chaudhuri-doan-florescu-etal-theclaremontreportondatabaseresearch-2008', 'https://doi.org/10.1145/1462571.1462573', event);\">\n    The Claremont report on database research.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Agrawal, R.; Ailamaki, A.; Bernstein, P. A.; Brewer, E. A.; Carey, M. J.; Chaudhuri, S.; Doan, A.; Florescu, D.; Franklin, M. J.; Garcia-Molina, H.; Gehrke, J.; Gruenwald, L.; Haas, L. M.; Halevy, A. Y.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Ioannidis, Y. E.; Korth, H. F.; Kossmann, D.; Madden, S.; Magoulas, R.; Ooi, B. C.; O'Reilly, T.; Ramakrishnan, R.; Sarawagi, S.; Stonebraker, M.; Szalay, A. S.;  and Weikum, G.\n</span>\n\n  \n\n</span>\n\n  <i>SIGMOD Rec.</i>, 37(3): 9–19.  2008.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1462571.1462573\"\n     onclick=\"log_download('agrawal-ailamaki-bernstein-brewer-carey-chaudhuri-doan-florescu-etal-theclaremontreportondatabaseresearch-2008', 'https://doi.org/10.1145/1462571.1462573', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The Claremont report on database research [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1462571.1462573\"\n     onclick=\"log_download('agrawal-ailamaki-bernstein-brewer-carey-chaudhuri-doan-florescu-etal-theclaremontreportondatabaseresearch-2008', 'http://doi.org/10.1145/1462571.1462573', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/agrawal-ailamaki-bernstein-brewer-carey-chaudhuri-doan-florescu-etal-theclaremontreportondatabaseresearch-2008\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('agrawal-ailamaki-bernstein-brewer-carey-chaudhuri-doan-florescu-etal-theclaremontreportondatabaseresearch-2008')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/sigmod/AgrawalABBCCDFFGGGHHHIKKMMOORSSSW08,\n  author       = {Rakesh Agrawal and\n                  Anastasia Ailamaki and\n                  Philip A. Bernstein and\n                  Eric A. Brewer and\n                  Michael J. Carey and\n                  Surajit Chaudhuri and\n                  AnHai Doan and\n                  Daniela Florescu and\n                  Michael J. Franklin and\n                  Hector Garcia{-}Molina and\n                  Johannes Gehrke and\n                  Le Gruenwald and\n                  Laura M. Haas and\n                  Alon Y. Halevy and\n                  Joseph M. Hellerstein and\n                  Yannis E. Ioannidis and\n                  Henry F. Korth and\n                  Donald Kossmann and\n                  Samuel Madden and\n                  Roger Magoulas and\n                  Beng Chin Ooi and\n                  Tim O&#x27;Reilly and\n                  Raghu Ramakrishnan and\n                  Sunita Sarawagi and\n                  Michael Stonebraker and\n                  Alexander S. Szalay and\n                  Gerhard Weikum},\n  title        = {The Claremont report on database research},\n  journal      = {{SIGMOD} Rec.},\n  volume       = {37},\n  number       = {3},\n  pages        = {9--19},\n  year         = {2008},\n  url          = {https://doi.org/10.1145/1462571.1462573},\n  doi          = {10.1145/1462571.1462573},\n  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/sigmod/AgrawalABBCCDFFGGGHHHIKKMMOORSSSW08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"huang-teng-wang-huang-hellerstein-clockskewbasednodeidentificationinwirelesssensornetworks-2008\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/GLOCOM.2008.ECP.363\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'huang-teng-wang-huang-hellerstein-clockskewbasednodeidentificationinwirelesssensornetworks-2008', 'https://doi.org/10.1109/GLOCOM.2008.ECP.363', event);\">\n    Clock Skew Based Node Identification in Wireless Sensor Networks.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Huang, D.; Teng, W.; Wang, C.; Huang, H.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November - 4 December 2008</i>, pages 1877–1881,  2008. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/GLOCOM.2008.ECP.363\"\n     onclick=\"log_download('huang-teng-wang-huang-hellerstein-clockskewbasednodeidentificationinwirelesssensornetworks-2008', 'https://doi.org/10.1109/GLOCOM.2008.ECP.363', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Clock Skew Based Node Identification in Wireless Sensor Networks [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/GLOCOM.2008.ECP.363\"\n     onclick=\"log_download('huang-teng-wang-huang-hellerstein-clockskewbasednodeidentificationinwirelesssensornetworks-2008', 'http://doi.org/10.1109/GLOCOM.2008.ECP.363', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/huang-teng-wang-huang-hellerstein-clockskewbasednodeidentificationinwirelesssensornetworks-2008\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('huang-teng-wang-huang-hellerstein-clockskewbasednodeidentificationinwirelesssensornetworks-2008')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/globecom/HuangTWHH08,\n  author       = {Ding{-}Jie Huang and\n                  Wei{-}Chung Teng and\n                  Chih{-}Yuan Wang and\n                  Hsuan{-}Yu Huang and\n                  Joseph M. Hellerstein},\n  title        = {Clock Skew Based Node Identification in Wireless Sensor Networks},\n  booktitle    = {Proceedings of the Global Communications Conference, 2008. {GLOBECOM}\n                  2008, New Orleans, LA, USA, 30 November - 4 December 2008},\n  pages        = {1877--1881},\n  year         = {2008},\n  crossref     = {DBLP:conf/globecom/2008},\n  url          = {https://doi.org/10.1109/GLOCOM.2008.ECP.363},\n  doi          = {10.1109/GLOCOM.2008.ECP.363},\n  timestamp    = {Tue, 23 May 2017 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/globecom/HuangTWHH08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chu-hellerstein-lai-optimizingdeclarativesensornets-2008\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1460412.1460474\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chu-hellerstein-lai-optimizingdeclarativesensornets-2008', 'https://doi.org/10.1145/1460412.1460474', event);\">\n    Optimizing declarative sensornets.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chu, D.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Lai, T.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 6th International Conference on Embedded Networked Sensor Systems, SenSys 2008, Raleigh, NC, USA, November 5-7, 2008</i>, pages 403–404,  2008. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1460412.1460474\"\n     onclick=\"log_download('chu-hellerstein-lai-optimizingdeclarativesensornets-2008', 'https://doi.org/10.1145/1460412.1460474', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Optimizing declarative sensornets [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1460412.1460474\"\n     onclick=\"log_download('chu-hellerstein-lai-optimizingdeclarativesensornets-2008', 'http://doi.org/10.1145/1460412.1460474', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chu-hellerstein-lai-optimizingdeclarativesensornets-2008\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chu-hellerstein-lai-optimizingdeclarativesensornets-2008')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sensys/ChuHL08,\n  author       = {David Chu and\n                  Joseph M. Hellerstein and\n                  Tsung{-}Te Lai},\n  title        = {Optimizing declarative sensornets},\n  booktitle    = {Proceedings of the 6th International Conference on Embedded Networked\n                  Sensor Systems, SenSys 2008, Raleigh, NC, USA, November 5-7, 2008},\n  pages        = {403--404},\n  year         = {2008},\n  crossref     = {DBLP:conf/sensys/2008},\n  url          = {https://doi.org/10.1145/1460412.1460474},\n  doi          = {10.1145/1460412.1460474},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/sensys/ChuHL08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2007\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2007')\"\n      onkeypress=\"toggleGroup('group_2007')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2007</span>\n      <span class=\"bibbase_group_count\">\n        \n        (11)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"franklin-hellerstein-madden-thinkingbigabouttinydatabases-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://sites.computer.org/debull/A07Sept/madden.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'franklin-hellerstein-madden-thinkingbigabouttinydatabases-2007', 'http://sites.computer.org/debull/A07Sept/madden.pdf', event);\">\n    Thinking Big About Tiny Databases.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Franklin, M. J.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and <a class=\"bibbase author link\" href=\"https://db.csail.mit.edu/madden/pubs.html\">Madden, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Data Eng. Bull.</i>, 30(3): 37–48.  2007.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://sites.computer.org/debull/A07Sept/madden.pdf\"\n     onclick=\"log_download('franklin-hellerstein-madden-thinkingbigabouttinydatabases-2007', 'http://sites.computer.org/debull/A07Sept/madden.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Thinking Big About Tiny Databases [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/franklin-hellerstein-madden-thinkingbigabouttinydatabases-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('franklin-hellerstein-madden-thinkingbigabouttinydatabases-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/debu/FranklinHM07,\n  author       = {Michael J. Franklin and\n                  Joseph M. Hellerstein and\n                  Samuel Madden},\n  title        = {Thinking Big About Tiny Databases},\n  journal      = {{IEEE} Data Eng. Bull.},\n  volume       = {30},\n  number       = {3},\n  pages        = {37--48},\n  year         = {2007},\n  url          = {http://sites.computer.org/debull/A07Sept/madden.pdf},\n  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/debu/FranklinHM07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-stonebraker-hamilton-architectureofadatabasesystem-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1561/1900000002\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-stonebraker-hamilton-architectureofadatabasesystem-2007', 'https://doi.org/10.1561/1900000002', event);\">\n    Architecture of a Database System.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Stonebraker, M.;  and Hamilton, J. R.\n</span>\n\n  \n\n</span>\n\n  <i>Found. Trends Databases</i>, 1(2): 141–259.  2007.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1561/1900000002\"\n     onclick=\"log_download('hellerstein-stonebraker-hamilton-architectureofadatabasesystem-2007', 'https://doi.org/10.1561/1900000002', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Architecture of a Database System [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1561/1900000002\"\n     onclick=\"log_download('hellerstein-stonebraker-hamilton-architectureofadatabasesystem-2007', 'http://doi.org/10.1561/1900000002', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-stonebraker-hamilton-architectureofadatabasesystem-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-stonebraker-hamilton-architectureofadatabasesystem-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/ftdb/HellersteinSH07,\n  author       = {Joseph M. Hellerstein and\n                  Michael Stonebraker and\n                  James R. Hamilton},\n  title        = {Architecture of a Database System},\n  journal      = {Found. Trends Databases},\n  volume       = {1},\n  number       = {2},\n  pages        = {141--259},\n  year         = {2007},\n  url          = {https://doi.org/10.1561/1900000002},\n  doi          = {10.1561/1900000002},\n  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/ftdb/HellersteinSH07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"tavakoli-chu-hellerstein-levis-shenker-adeclarativesensornetarchitecture-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1317103.1317113\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'tavakoli-chu-hellerstein-levis-shenker-adeclarativesensornetarchitecture-2007', 'https://doi.org/10.1145/1317103.1317113', event);\">\n    A declarative sensornet architecture.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Tavakoli, A.; Chu, D.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Levis, P. A.;  and Shenker, S.\n</span>\n\n  \n\n</span>\n\n  <i>SIGBED Rev.</i>, 4(3): 55–60.  2007.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1317103.1317113\"\n     onclick=\"log_download('tavakoli-chu-hellerstein-levis-shenker-adeclarativesensornetarchitecture-2007', 'https://doi.org/10.1145/1317103.1317113', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"A declarative sensornet architecture [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1317103.1317113\"\n     onclick=\"log_download('tavakoli-chu-hellerstein-levis-shenker-adeclarativesensornetarchitecture-2007', 'http://doi.org/10.1145/1317103.1317113', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/tavakoli-chu-hellerstein-levis-shenker-adeclarativesensornetarchitecture-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('tavakoli-chu-hellerstein-levis-shenker-adeclarativesensornetarchitecture-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/sigbed/TavakoliCHLS07,\n  author       = {Arsalan Tavakoli and\n                  David Chu and\n                  Joseph M. Hellerstein and\n                  Philip Alexander Levis and\n                  Scott Shenker},\n  title        = {A declarative sensornet architecture},\n  journal      = {{SIGBED} Rev.},\n  volume       = {4},\n  number       = {3},\n  pages        = {55--60},\n  year         = {2007},\n  url          = {https://doi.org/10.1145/1317103.1317113},\n  doi          = {10.1145/1317103.1317113},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/sigbed/TavakoliCHLS07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"meliou-krause-guestrin-hellerstein-nonmyopicinformativepathplanninginspatiotemporalmodels-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.aaai.org/Library/AAAI/2007/aaai07-095.php\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'meliou-krause-guestrin-hellerstein-nonmyopicinformativepathplanninginspatiotemporalmodels-2007', 'http://www.aaai.org/Library/AAAI/2007/aaai07-095.php', event);\">\n    Nonmyopic Informative Path Planning in Spatio-Temporal Models.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Meliou, A.; Krause, A.; Guestrin, C.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, July 22-26, 2007, Vancouver, British Columbia, Canada</i>, pages 602–607,  2007. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.aaai.org/Library/AAAI/2007/aaai07-095.php\"\n     onclick=\"log_download('meliou-krause-guestrin-hellerstein-nonmyopicinformativepathplanninginspatiotemporalmodels-2007', 'http://www.aaai.org/Library/AAAI/2007/aaai07-095.php', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Nonmyopic Informative Path Planning in Spatio-Temporal Models [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/meliou-krause-guestrin-hellerstein-nonmyopicinformativepathplanninginspatiotemporalmodels-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('meliou-krause-guestrin-hellerstein-nonmyopicinformativepathplanninginspatiotemporalmodels-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/aaai/MeliouKGH07,\n  author       = {Alexandra Meliou and\n                  Andreas Krause and\n                  Carlos Guestrin and\n                  Joseph M. Hellerstein},\n  title        = {Nonmyopic Informative Path Planning in Spatio-Temporal Models},\n  booktitle    = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence,\n                  July 22-26, 2007, Vancouver, British Columbia, Canada},\n  pages        = {602--607},\n  year         = {2007},\n  crossref     = {DBLP:conf/aaai/2007},\n  url          = {http://www.aaai.org/Library/AAAI/2007/aaai07-095.php},\n  timestamp    = {Tue, 05 Sep 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/aaai/MeliouKGH07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-condie-garofalakis-loo-maniatis-roscoe-taft-publichealthfortheinternetphi-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://cidrdb.org/cidr2007/papers/cidr07p38.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-condie-garofalakis-loo-maniatis-roscoe-taft-publichealthfortheinternetphi-2007', 'http://cidrdb.org/cidr2007/papers/cidr07p38.pdf', event);\">\n    Public Health for the Internet (PHI).\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Condie, T.; Garofalakis, M. N.; Loo, B. T.; Maniatis, P.; Roscoe, T.;  and Taft, N.\n</span>\n\n  \n\n</span>\n\n  In <i>Third Biennial Conference on Innovative Data Systems Research, CIDR 2007, Asilomar, CA, USA, January 7-10, 2007, Online Proceedings</i>, pages 332–340,  2007. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://cidrdb.org/cidr2007/papers/cidr07p38.pdf\"\n     onclick=\"log_download('hellerstein-condie-garofalakis-loo-maniatis-roscoe-taft-publichealthfortheinternetphi-2007', 'http://cidrdb.org/cidr2007/papers/cidr07p38.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Public Health for the Internet (PHI) [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-condie-garofalakis-loo-maniatis-roscoe-taft-publichealthfortheinternetphi-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-condie-garofalakis-loo-maniatis-roscoe-taft-publichealthfortheinternetphi-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/cidr/HellersteinCGLMRT07,\n  author       = {Joseph M. Hellerstein and\n                  Tyson Condie and\n                  Minos N. Garofalakis and\n                  Boon Thau Loo and\n                  Petros Maniatis and\n                  Timothy Roscoe and\n                  Nina Taft},\n  title        = {Public Health for the Internet {(PHI)}},\n  booktitle    = {Third Biennial Conference on Innovative Data Systems Research, {CIDR}\n                  2007, Asilomar, CA, USA, January 7-10, 2007, Online Proceedings},\n  pages        = {332--340},\n  year         = {2007},\n  crossref     = {DBLP:conf/cidr/2007},\n  url          = {http://cidrdb.org/cidr2007/papers/cidr07p38.pdf},\n  timestamp    = {Mon, 18 Jul 2022 17:13:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cidr/HellersteinCGLMRT07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"garofalakis-hellerstein-maniatis-proofsketchesverifiableinnetworkaggregation-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/ICDE.2007.368958\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'garofalakis-hellerstein-maniatis-proofsketchesverifiableinnetworkaggregation-2007', 'https://doi.org/10.1109/ICDE.2007.368958', event);\">\n    Proof Sketches: Verifiable In-Network Aggregation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Garofalakis, M. N.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Maniatis, P.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 23rd International Conference on Data Engineering, ICDE 2007, The Marmara Hotel, Istanbul, Turkey, April 15-20, 2007</i>, pages 996–1005,  2007. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/ICDE.2007.368958\"\n     onclick=\"log_download('garofalakis-hellerstein-maniatis-proofsketchesverifiableinnetworkaggregation-2007', 'https://doi.org/10.1109/ICDE.2007.368958', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Proof Sketches: Verifiable In-Network Aggregation [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/ICDE.2007.368958\"\n     onclick=\"log_download('garofalakis-hellerstein-maniatis-proofsketchesverifiableinnetworkaggregation-2007', 'http://doi.org/10.1109/ICDE.2007.368958', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/garofalakis-hellerstein-maniatis-proofsketchesverifiableinnetworkaggregation-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('garofalakis-hellerstein-maniatis-proofsketchesverifiableinnetworkaggregation-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/icde/GarofalakisHM07,\n  author       = {Minos N. Garofalakis and\n                  Joseph M. Hellerstein and\n                  Petros Maniatis},\n  title        = {Proof Sketches: Verifiable In-Network Aggregation},\n  booktitle    = {Proceedings of the 23rd International Conference on Data Engineering,\n                  {ICDE} 2007, The Marmara Hotel, Istanbul, Turkey, April 15-20, 2007},\n  pages        = {996--1005},\n  year         = {2007},\n  crossref     = {DBLP:conf/icde/2007},\n  url          = {https://doi.org/10.1109/ICDE.2007.368958},\n  doi          = {10.1109/ICDE.2007.368958},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/GarofalakisHM07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"michelakis-wang-garofalakis-hellerstein-granularityconsciousmodelingforprobabilisticdatabases-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/ICDMW.2007.63\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'michelakis-wang-garofalakis-hellerstein-granularityconsciousmodelingforprobabilisticdatabases-2007', 'https://doi.org/10.1109/ICDMW.2007.63', event);\">\n    Granularity Conscious Modeling for Probabilistic Databases.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Michelakis, E.; Wang, D. Z.; Garofalakis, M. N.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), October 28-31, 2007, Omaha, Nebraska, USA</i>, pages 501–506,  2007. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/ICDMW.2007.63\"\n     onclick=\"log_download('michelakis-wang-garofalakis-hellerstein-granularityconsciousmodelingforprobabilisticdatabases-2007', 'https://doi.org/10.1109/ICDMW.2007.63', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Granularity Conscious Modeling for Probabilistic Databases [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/ICDMW.2007.63\"\n     onclick=\"log_download('michelakis-wang-garofalakis-hellerstein-granularityconsciousmodelingforprobabilisticdatabases-2007', 'http://doi.org/10.1109/ICDMW.2007.63', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/michelakis-wang-garofalakis-hellerstein-granularityconsciousmodelingforprobabilisticdatabases-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('michelakis-wang-garofalakis-hellerstein-granularityconsciousmodelingforprobabilisticdatabases-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/icdm/MichelakisWGH07,\n  author       = {Eirinaios Michelakis and\n                  Daisy Zhe Wang and\n                  Minos N. Garofalakis and\n                  Joseph M. Hellerstein},\n  title        = {Granularity Conscious Modeling for Probabilistic Databases},\n  booktitle    = {Workshops Proceedings of the 7th {IEEE} International Conference on\n                  Data Mining {(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},\n  pages        = {501--506},\n  year         = {2007},\n  crossref     = {DBLP:conf/icdm/2007w},\n  url          = {https://doi.org/10.1109/ICDMW.2007.63},\n  doi          = {10.1109/ICDMW.2007.63},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/MichelakisWGH07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"huang-nguyen-garofalakis-hellerstein-jordan-joseph-taft-communicationefficientonlinedetectionofnetworkwideanomalies-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/INFCOM.2007.24\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'huang-nguyen-garofalakis-hellerstein-jordan-joseph-taft-communicationefficientonlinedetectionofnetworkwideanomalies-2007', 'https://doi.org/10.1109/INFCOM.2007.24', event);\">\n    Communication-Efficient Online Detection of Network-Wide Anomalies.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Huang, L.; Nguyen, X.; Garofalakis, M. N.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Jordan, M. I.; Joseph, A. D.;  and Taft, N.\n</span>\n\n  \n\n</span>\n\n  In <i>INFOCOM 2007. 26th IEEE International Conference on Computer Communications, Joint Conference of the IEEE Computer and Communications Societies, 6-12 May 2007, Anchorage, Alaska, USA</i>, pages 134–142,  2007. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/INFCOM.2007.24\"\n     onclick=\"log_download('huang-nguyen-garofalakis-hellerstein-jordan-joseph-taft-communicationefficientonlinedetectionofnetworkwideanomalies-2007', 'https://doi.org/10.1109/INFCOM.2007.24', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Communication-Efficient Online Detection of Network-Wide Anomalies [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/INFCOM.2007.24\"\n     onclick=\"log_download('huang-nguyen-garofalakis-hellerstein-jordan-joseph-taft-communicationefficientonlinedetectionofnetworkwideanomalies-2007', 'http://doi.org/10.1109/INFCOM.2007.24', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/huang-nguyen-garofalakis-hellerstein-jordan-joseph-taft-communicationefficientonlinedetectionofnetworkwideanomalies-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('huang-nguyen-garofalakis-hellerstein-jordan-joseph-taft-communicationefficientonlinedetectionofnetworkwideanomalies-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/infocom/HuangNGHJJT07,\n  author       = {Ling Huang and\n                  XuanLong Nguyen and\n                  Minos N. Garofalakis and\n                  Joseph M. Hellerstein and\n                  Michael I. Jordan and\n                  Anthony D. Joseph and\n                  Nina Taft},\n  title        = {Communication-Efficient Online Detection of Network-Wide Anomalies},\n  booktitle    = {{INFOCOM} 2007. 26th {IEEE} International Conference on Computer Communications,\n                  Joint Conference of the {IEEE} Computer and Communications Societies,\n                  6-12 May 2007, Anchorage, Alaska, {USA}},\n  pages        = {134--142},\n  year         = {2007},\n  crossref     = {DBLP:conf/infocom/2007},\n  url          = {https://doi.org/10.1109/INFCOM.2007.24},\n  doi          = {10.1109/INFCOM.2007.24},\n  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/infocom/HuangNGHJJT07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chu-popa-tavakoli-hellerstein-levis-shenker-stoica-thedesignandimplementationofadeclarativesensornetworksystem-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1322263.1322281\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chu-popa-tavakoli-hellerstein-levis-shenker-stoica-thedesignandimplementationofadeclarativesensornetworksystem-2007', 'https://doi.org/10.1145/1322263.1322281', event);\">\n    The design and implementation of a declarative sensor network system.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chu, D.; Popa, L.; Tavakoli, A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Levis, P. A.; Shenker, S.;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 5th International Conference on Embedded Networked Sensor Systems, SenSys 2007, Sydney, NSW, Australia, November 6-9, 2007</i>, pages 175–188,  2007. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1322263.1322281\"\n     onclick=\"log_download('chu-popa-tavakoli-hellerstein-levis-shenker-stoica-thedesignandimplementationofadeclarativesensornetworksystem-2007', 'https://doi.org/10.1145/1322263.1322281', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The design and implementation of a declarative sensor network system [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1322263.1322281\"\n     onclick=\"log_download('chu-popa-tavakoli-hellerstein-levis-shenker-stoica-thedesignandimplementationofadeclarativesensornetworksystem-2007', 'http://doi.org/10.1145/1322263.1322281', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chu-popa-tavakoli-hellerstein-levis-shenker-stoica-thedesignandimplementationofadeclarativesensornetworksystem-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chu-popa-tavakoli-hellerstein-levis-shenker-stoica-thedesignandimplementationofadeclarativesensornetworksystem-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sensys/ChuPTHLSS07,\n  author       = {David Chu and\n                  Lucian Popa and\n                  Arsalan Tavakoli and\n                  Joseph M. Hellerstein and\n                  Philip Alexander Levis and\n                  Scott Shenker and\n                  Ion Stoica},\n  title        = {The design and implementation of a declarative sensor network system},\n  booktitle    = {Proceedings of the 5th International Conference on Embedded Networked\n                  Sensor Systems, SenSys 2007, Sydney, NSW, Australia, November 6-9,\n                  2007},\n  pages        = {175--188},\n  year         = {2007},\n  crossref     = {DBLP:conf/sensys/2007},\n  url          = {https://doi.org/10.1145/1322263.1322281},\n  doi          = {10.1145/1322263.1322281},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sensys/ChuPTHLSS07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"huebsch-garofalakis-hellerstein-stoica-sharingaggregatecomputationfordistributedqueries-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1247480.1247535\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'huebsch-garofalakis-hellerstein-stoica-sharingaggregatecomputationfordistributedqueries-2007', 'https://doi.org/10.1145/1247480.1247535', event);\">\n    Sharing aggregate computation for distributed queries.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Huebsch, R.; Garofalakis, M. N.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM SIGMOD International Conference on Management of Data, Beijing, China, June 12-14, 2007</i>, pages 485–496,  2007. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1247480.1247535\"\n     onclick=\"log_download('huebsch-garofalakis-hellerstein-stoica-sharingaggregatecomputationfordistributedqueries-2007', 'https://doi.org/10.1145/1247480.1247535', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Sharing aggregate computation for distributed queries [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1247480.1247535\"\n     onclick=\"log_download('huebsch-garofalakis-hellerstein-stoica-sharingaggregatecomputationfordistributedqueries-2007', 'http://doi.org/10.1145/1247480.1247535', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/huebsch-garofalakis-hellerstein-stoica-sharingaggregatecomputationfordistributedqueries-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('huebsch-garofalakis-hellerstein-stoica-sharingaggregatecomputationfordistributedqueries-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/HuebschGHS07,\n  author       = {Ryan Huebsch and\n                  Minos N. Garofalakis and\n                  Joseph M. Hellerstein and\n                  Ion Stoica},\n  title        = {Sharing aggregate computation for distributed queries},\n  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management\n                  of Data, Beijing, China, June 12-14, 2007},\n  pages        = {485--496},\n  year         = {2007},\n  crossref     = {DBLP:conf/sigmod/2007},\n  url          = {https://doi.org/10.1145/1247480.1247535},\n  doi          = {10.1145/1247480.1247535},\n  timestamp    = {Thu, 11 Mar 2021 15:20:15 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/HuebschGHS07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"reiss-stockinger-wu-shoshani-hellerstein-enablingrealtimequeryingofliveandhistoricalstreamdata-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/SSDBM.2007.34\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'reiss-stockinger-wu-shoshani-hellerstein-enablingrealtimequeryingofliveandhistoricalstreamdata-2007', 'https://doi.org/10.1109/SSDBM.2007.34', event);\">\n    Enabling Real-Time Querying of Live and Historical Stream Data.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Reiss, F.; Stockinger, K.; Wu, K.; Shoshani, A.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>19th International Conference on Scientific and Statistical Database Management, SSDBM 2007, 9-11 July 2007, Banff, Canada, Proceedings</i>, pages 28,  2007. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/SSDBM.2007.34\"\n     onclick=\"log_download('reiss-stockinger-wu-shoshani-hellerstein-enablingrealtimequeryingofliveandhistoricalstreamdata-2007', 'https://doi.org/10.1109/SSDBM.2007.34', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Enabling Real-Time Querying of Live and Historical Stream Data [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/SSDBM.2007.34\"\n     onclick=\"log_download('reiss-stockinger-wu-shoshani-hellerstein-enablingrealtimequeryingofliveandhistoricalstreamdata-2007', 'http://doi.org/10.1109/SSDBM.2007.34', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/reiss-stockinger-wu-shoshani-hellerstein-enablingrealtimequeryingofliveandhistoricalstreamdata-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('reiss-stockinger-wu-shoshani-hellerstein-enablingrealtimequeryingofliveandhistoricalstreamdata-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/ssdbm/ReissSWSH07,\n  author       = {Frederick Reiss and\n                  Kurt Stockinger and\n                  Kesheng Wu and\n                  Arie Shoshani and\n                  Joseph M. Hellerstein},\n  title        = {Enabling Real-Time Querying of Live and Historical Stream Data},\n  booktitle    = {19th International Conference on Scientific and Statistical Database\n                  Management, {SSDBM} 2007, 9-11 July 2007, Banff, Canada, Proceedings},\n  pages        = {28},\n  year         = {2007},\n  crossref     = {DBLP:conf/ssdbm/2007},\n  url          = {https://doi.org/10.1109/SSDBM.2007.34},\n  doi          = {10.1109/SSDBM.2007.34},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ssdbm/ReissSWSH07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2006\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2006')\"\n      onkeypress=\"toggleGroup('group_2006')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2006</span>\n      <span class=\"bibbase_group_count\">\n        \n        (11)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"garofalakis-brown-franklin-hellerstein-wang-michelakis-tancau-wu-etal-probabilisticdatamanagementforpervasivecomputingtheemphdatafurnaceproject-2006\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://sites.computer.org/debull/A06mar/garofalakis.ps\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'garofalakis-brown-franklin-hellerstein-wang-michelakis-tancau-wu-etal-probabilisticdatamanagementforpervasivecomputingtheemphdatafurnaceproject-2006', 'http://sites.computer.org/debull/A06mar/garofalakis.ps', event);\">\n    Probabilistic Data Management for Pervasive Computing: The \\emphData Furnace Project.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Garofalakis, M. N.; Brown, K. P.; Franklin, M. J.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Wang, D. Z.; Michelakis, E.; Tancau, L.; Wu, E.; Jeffery, S. R.;  and Aipperspach, R.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Data Eng. Bull.</i>, 29(1): 57–63.  2006.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://sites.computer.org/debull/A06mar/garofalakis.ps\"\n     onclick=\"log_download('garofalakis-brown-franklin-hellerstein-wang-michelakis-tancau-wu-etal-probabilisticdatamanagementforpervasivecomputingtheemphdatafurnaceproject-2006', 'http://sites.computer.org/debull/A06mar/garofalakis.ps', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/ps.svg\"\n\t     alt=\"Probabilistic Data Management for Pervasive Computing: The \\emphData Furnace Project [ps]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/garofalakis-brown-franklin-hellerstein-wang-michelakis-tancau-wu-etal-probabilisticdatamanagementforpervasivecomputingtheemphdatafurnaceproject-2006\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('garofalakis-brown-franklin-hellerstein-wang-michelakis-tancau-wu-etal-probabilisticdatamanagementforpervasivecomputingtheemphdatafurnaceproject-2006')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/debu/GarofalakisBFHWMT0JA06,\n  author       = {Minos N. Garofalakis and\n                  Kurt P. Brown and\n                  Michael J. Franklin and\n                  Joseph M. Hellerstein and\n                  Daisy Zhe Wang and\n                  Eirinaios Michelakis and\n                  Liviu Tancau and\n                  Eugene Wu and\n                  Shawn R. Jeffery and\n                  Ryan Aipperspach},\n  title        = {Probabilistic Data Management for Pervasive Computing: The \\emph{Data\n                  Furnace} Project},\n  journal      = {{IEEE} Data Eng. Bull.},\n  volume       = {29},\n  number       = {1},\n  pages        = {57--63},\n  year         = {2006},\n  url          = {http://sites.computer.org/debull/A06mar/garofalakis.ps},\n  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/debu/GarofalakisBFHWMT0JA06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chu-deshpande-hellerstein-hong-approximatedatacollectioninsensornetworksusingprobabilisticmodels-2006\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/ICDE.2006.21\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chu-deshpande-hellerstein-hong-approximatedatacollectioninsensornetworksusingprobabilisticmodels-2006', 'https://doi.org/10.1109/ICDE.2006.21', event);\">\n    Approximate Data Collection in Sensor Networks using Probabilistic Models.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chu, D.; Deshpande, A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Hong, W.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 22nd International Conference on Data Engineering, ICDE 2006, 3-8 April 2006, Atlanta, GA, USA</i>, pages 48,  2006. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/ICDE.2006.21\"\n     onclick=\"log_download('chu-deshpande-hellerstein-hong-approximatedatacollectioninsensornetworksusingprobabilisticmodels-2006', 'https://doi.org/10.1109/ICDE.2006.21', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Approximate Data Collection in Sensor Networks using Probabilistic Models [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/ICDE.2006.21\"\n     onclick=\"log_download('chu-deshpande-hellerstein-hong-approximatedatacollectioninsensornetworksusingprobabilisticmodels-2006', 'http://doi.org/10.1109/ICDE.2006.21', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chu-deshpande-hellerstein-hong-approximatedatacollectioninsensornetworksusingprobabilisticmodels-2006\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chu-deshpande-hellerstein-hong-approximatedatacollectioninsensornetworksusingprobabilisticmodels-2006')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/icde/ChuDHH06,\n  author       = {David Chu and\n                  Amol Deshpande and\n                  Joseph M. Hellerstein and\n                  Wei Hong},\n  title        = {Approximate Data Collection in Sensor Networks using Probabilistic\n                  Models},\n  booktitle    = {Proceedings of the 22nd International Conference on Data Engineering,\n                  {ICDE} 2006, 3-8 April 2006, Atlanta, GA, {USA}},\n  pages        = {48},\n  year         = {2006},\n  crossref     = {DBLP:conf/icde/2006},\n  url          = {https://doi.org/10.1109/ICDE.2006.21},\n  doi          = {10.1109/ICDE.2006.21},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/ChuDHH06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"reiss-hellerstein-declarativenetworkmonitoringwithanunderprovisionedqueryprocessor-2006\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/ICDE.2006.46\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'reiss-hellerstein-declarativenetworkmonitoringwithanunderprovisionedqueryprocessor-2006', 'https://doi.org/10.1109/ICDE.2006.46', event);\">\n    Declarative Network Monitoring with an Underprovisioned Query Processor.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Reiss, F.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 22nd International Conference on Data Engineering, ICDE 2006, 3-8 April 2006, Atlanta, GA, USA</i>, pages 56,  2006. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/ICDE.2006.46\"\n     onclick=\"log_download('reiss-hellerstein-declarativenetworkmonitoringwithanunderprovisionedqueryprocessor-2006', 'https://doi.org/10.1109/ICDE.2006.46', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Declarative Network Monitoring with an Underprovisioned Query Processor [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/ICDE.2006.46\"\n     onclick=\"log_download('reiss-hellerstein-declarativenetworkmonitoringwithanunderprovisionedqueryprocessor-2006', 'http://doi.org/10.1109/ICDE.2006.46', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/reiss-hellerstein-declarativenetworkmonitoringwithanunderprovisionedqueryprocessor-2006\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('reiss-hellerstein-declarativenetworkmonitoringwithanunderprovisionedqueryprocessor-2006')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/icde/ReissH06,\n  author       = {Frederick Reiss and\n                  Joseph M. Hellerstein},\n  title        = {Declarative Network Monitoring with an Underprovisioned Query Processor},\n  booktitle    = {Proceedings of the 22nd International Conference on Data Engineering,\n                  {ICDE} 2006, 3-8 April 2006, Atlanta, GA, {USA}},\n  pages        = {56},\n  year         = {2006},\n  crossref     = {DBLP:conf/icde/2006},\n  url          = {https://doi.org/10.1109/ICDE.2006.46},\n  doi          = {10.1109/ICDE.2006.46},\n  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/ReissH06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"meliou-chu-hellerstein-guestrin-hong-datagatheringtoursinsensornetworks-2006\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1127777.1127788\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'meliou-chu-hellerstein-guestrin-hong-datagatheringtoursinsensornetworks-2006', 'https://doi.org/10.1145/1127777.1127788', event);\">\n    Data gathering tours in sensor networks.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Meliou, A.; Chu, D.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Guestrin, C.;  and Hong, W.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, IPSN 2006, Nashville, Tennessee, USA, April 19-21, 2006</i>, pages 43–50,  2006. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1127777.1127788\"\n     onclick=\"log_download('meliou-chu-hellerstein-guestrin-hong-datagatheringtoursinsensornetworks-2006', 'https://doi.org/10.1145/1127777.1127788', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Data gathering tours in sensor networks [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1127777.1127788\"\n     onclick=\"log_download('meliou-chu-hellerstein-guestrin-hong-datagatheringtoursinsensornetworks-2006', 'http://doi.org/10.1145/1127777.1127788', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/meliou-chu-hellerstein-guestrin-hong-datagatheringtoursinsensornetworks-2006\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('meliou-chu-hellerstein-guestrin-hong-datagatheringtoursinsensornetworks-2006')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/ipsn/MeliouCHGH06,\n  author       = {Alexandra Meliou and\n                  David Chu and\n                  Joseph M. Hellerstein and\n                  Carlos Guestrin and\n                  Wei Hong},\n  title        = {Data gathering tours in sensor networks},\n  booktitle    = {Proceedings of the Fifth International Conference on Information Processing\n                  in Sensor Networks, {IPSN} 2006, Nashville, Tennessee, USA, April\n                  19-21, 2006},\n  pages        = {43--50},\n  year         = {2006},\n  crossref     = {DBLP:conf/ipsn/2006},\n  url          = {https://doi.org/10.1145/1127777.1127788},\n  doi          = {10.1145/1127777.1127788},\n  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/ipsn/MeliouCHGH06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chu-lin-linares-nguyen-hellerstein-sdlibasensornetworkdataandcommunicationslibraryforrapidandrobustapplicationdevelopment-2006\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1127777.1127843\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chu-lin-linares-nguyen-hellerstein-sdlibasensornetworkdataandcommunicationslibraryforrapidandrobustapplicationdevelopment-2006', 'https://doi.org/10.1145/1127777.1127843', event);\">\n    Sdlib: a sensor network data and communications library for rapid and robust application development.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chu, D.; Lin, K.; Linares, A.; Nguyen, G.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, IPSN 2006, Nashville, Tennessee, USA, April 19-21, 2006</i>, pages 432–440,  2006. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1127777.1127843\"\n     onclick=\"log_download('chu-lin-linares-nguyen-hellerstein-sdlibasensornetworkdataandcommunicationslibraryforrapidandrobustapplicationdevelopment-2006', 'https://doi.org/10.1145/1127777.1127843', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Sdlib: a sensor network data and communications library for rapid and robust application development [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1127777.1127843\"\n     onclick=\"log_download('chu-lin-linares-nguyen-hellerstein-sdlibasensornetworkdataandcommunicationslibraryforrapidandrobustapplicationdevelopment-2006', 'http://doi.org/10.1145/1127777.1127843', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chu-lin-linares-nguyen-hellerstein-sdlibasensornetworkdataandcommunicationslibraryforrapidandrobustapplicationdevelopment-2006\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chu-lin-linares-nguyen-hellerstein-sdlibasensornetworkdataandcommunicationslibraryforrapidandrobustapplicationdevelopment-2006')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/ipsn/ChuLLNH06,\n  author       = {David Chu and\n                  Kaisen Lin and\n                  Alexandre Linares and\n                  Giang Nguyen and\n                  Joseph M. Hellerstein},\n  title        = {Sdlib: a sensor network data and communications library for rapid\n                  and robust application development},\n  booktitle    = {Proceedings of the Fifth International Conference on Information Processing\n                  in Sensor Networks, {IPSN} 2006, Nashville, Tennessee, USA, April\n                  19-21, 2006},\n  pages        = {432--440},\n  year         = {2006},\n  crossref     = {DBLP:conf/ipsn/2006},\n  url          = {https://doi.org/10.1145/1127777.1127843},\n  doi          = {10.1145/1127777.1127843},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ipsn/ChuLLNH06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"huang-garofalakis-hellerstein-joseph-taft-towardsophisticateddetectionwithdistributedtriggers-2006\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1162678.1162684\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'huang-garofalakis-hellerstein-joseph-taft-towardsophisticateddetectionwithdistributedtriggers-2006', 'https://doi.org/10.1145/1162678.1162684', event);\">\n    Toward sophisticated detection with distributed triggers.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Huang, L.; Garofalakis, M. N.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Joseph, A. D.;  and Taft, N.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2nd Annual ACM Workshop on Mining Network Data, MineNet 2006, Pisa, Italy, September 15, 2006</i>, pages 311–316,  2006. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1162678.1162684\"\n     onclick=\"log_download('huang-garofalakis-hellerstein-joseph-taft-towardsophisticateddetectionwithdistributedtriggers-2006', 'https://doi.org/10.1145/1162678.1162684', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Toward sophisticated detection with distributed triggers [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1162678.1162684\"\n     onclick=\"log_download('huang-garofalakis-hellerstein-joseph-taft-towardsophisticateddetectionwithdistributedtriggers-2006', 'http://doi.org/10.1145/1162678.1162684', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/huang-garofalakis-hellerstein-joseph-taft-towardsophisticateddetectionwithdistributedtriggers-2006\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('huang-garofalakis-hellerstein-joseph-taft-towardsophisticateddetectionwithdistributedtriggers-2006')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/minenet/HuangGHJT06,\n  author       = {Ling Huang and\n                  Minos N. Garofalakis and\n                  Joseph M. Hellerstein and\n                  Anthony D. Joseph and\n                  Nina Taft},\n  title        = {Toward sophisticated detection with distributed triggers},\n  booktitle    = {Proceedings of the 2nd Annual {ACM} Workshop on Mining Network Data,\n                  MineNet 2006, Pisa, Italy, September 15, 2006},\n  pages        = {311--316},\n  year         = {2006},\n  crossref     = {DBLP:conf/minenet/2006},\n  url          = {https://doi.org/10.1145/1162678.1162684},\n  doi          = {10.1145/1162678.1162684},\n  timestamp    = {Wed, 04 May 2022 13:02:27 +0200},\n  biburl       = {https://dblp.org/rec/conf/minenet/HuangGHJT06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"condie-kacholia-sank-hellerstein-maniatis-inducedchurnasshelterfromroutingtablepoisoning-2006\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.ndss-symposium.org/ndss2006/induced-churn-shelter-routing-table-poisoning/\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'condie-kacholia-sank-hellerstein-maniatis-inducedchurnasshelterfromroutingtablepoisoning-2006', 'https://www.ndss-symposium.org/ndss2006/induced-churn-shelter-routing-table-poisoning/', event);\">\n    Induced Churn as Shelter from Routing-Table Poisoning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Condie, T.; Kacholia, V.; Sank, S.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Maniatis, P.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Network and Distributed System Security Symposium, NDSS 2006, San Diego, California, USA</i>,  2006. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.ndss-symposium.org/ndss2006/induced-churn-shelter-routing-table-poisoning/\"\n     onclick=\"log_download('condie-kacholia-sank-hellerstein-maniatis-inducedchurnasshelterfromroutingtablepoisoning-2006', 'https://www.ndss-symposium.org/ndss2006/induced-churn-shelter-routing-table-poisoning/', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Induced Churn as Shelter from Routing-Table Poisoning [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/condie-kacholia-sank-hellerstein-maniatis-inducedchurnasshelterfromroutingtablepoisoning-2006\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('condie-kacholia-sank-hellerstein-maniatis-inducedchurnasshelterfromroutingtablepoisoning-2006')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/ndss/CondieKSHM06,\n  author       = {Tyson Condie and\n                  Varun Kacholia and\n                  Sriram Sank and\n                  Joseph M. Hellerstein and\n                  Petros Maniatis},\n  title        = {Induced Churn as Shelter from Routing-Table Poisoning},\n  booktitle    = {Proceedings of the Network and Distributed System Security Symposium,\n                  {NDSS} 2006, San Diego, California, {USA}},\n  year         = {2006},\n  crossref     = {DBLP:conf/ndss/2006},\n  url          = {https://www.ndss-symposium.org/ndss2006/induced-churn-shelter-routing-table-poisoning/},\n  timestamp    = {Mon, 01 Feb 2021 08:42:22 +0100},\n  biburl       = {https://dblp.org/rec/conf/ndss/CondieKSHM06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"loo-condie-garofalakis-gay-hellerstein-maniatis-ramakrishnan-roscoe-etal-declarativenetworkinglanguageexecutionandoptimization-2006\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1142473.1142485\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'loo-condie-garofalakis-gay-hellerstein-maniatis-ramakrishnan-roscoe-etal-declarativenetworkinglanguageexecutionandoptimization-2006', 'https://doi.org/10.1145/1142473.1142485', event);\">\n    Declarative networking: language, execution and optimization.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Loo, B. T.; Condie, T.; Garofalakis, M. N.; Gay, D. E.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Maniatis, P.; Ramakrishnan, R.; Roscoe, T.;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM SIGMOD International Conference on Management of Data, Chicago, Illinois, USA, June 27-29, 2006</i>, pages 97–108,  2006. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1142473.1142485\"\n     onclick=\"log_download('loo-condie-garofalakis-gay-hellerstein-maniatis-ramakrishnan-roscoe-etal-declarativenetworkinglanguageexecutionandoptimization-2006', 'https://doi.org/10.1145/1142473.1142485', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Declarative networking: language, execution and optimization [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1142473.1142485\"\n     onclick=\"log_download('loo-condie-garofalakis-gay-hellerstein-maniatis-ramakrishnan-roscoe-etal-declarativenetworkinglanguageexecutionandoptimization-2006', 'http://doi.org/10.1145/1142473.1142485', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/loo-condie-garofalakis-gay-hellerstein-maniatis-ramakrishnan-roscoe-etal-declarativenetworkinglanguageexecutionandoptimization-2006\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('loo-condie-garofalakis-gay-hellerstein-maniatis-ramakrishnan-roscoe-etal-declarativenetworkinglanguageexecutionandoptimization-2006')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/LooCGGHMRRS06,\n  author       = {Boon Thau Loo and\n                  Tyson Condie and\n                  Minos N. Garofalakis and\n                  David E. Gay and\n                  Joseph M. Hellerstein and\n                  Petros Maniatis and\n                  Raghu Ramakrishnan and\n                  Timothy Roscoe and\n                  Ion Stoica},\n  title        = {Declarative networking: language, execution and optimization},\n  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management\n                  of Data, Chicago, Illinois, USA, June 27-29, 2006},\n  pages        = {97--108},\n  year         = {2006},\n  crossref     = {DBLP:conf/sigmod/2006},\n  url          = {https://doi.org/10.1145/1142473.1142485},\n  doi          = {10.1145/1142473.1142485},\n  timestamp    = {Thu, 11 Mar 2021 15:20:15 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/LooCGGHMRRS06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"deshpande-hellerstein-raman-adaptivequeryprocessingwhyhowwhenwhatnext-2006\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1142473.1142603\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'deshpande-hellerstein-raman-adaptivequeryprocessingwhyhowwhenwhatnext-2006', 'https://doi.org/10.1145/1142473.1142603', event);\">\n    Adaptive query processing: why, how, when, what next.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Deshpande, A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Raman, V.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM SIGMOD International Conference on Management of Data, Chicago, Illinois, USA, June 27-29, 2006</i>, pages 806–807,  2006. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1142473.1142603\"\n     onclick=\"log_download('deshpande-hellerstein-raman-adaptivequeryprocessingwhyhowwhenwhatnext-2006', 'https://doi.org/10.1145/1142473.1142603', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Adaptive query processing: why, how, when, what next [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1142473.1142603\"\n     onclick=\"log_download('deshpande-hellerstein-raman-adaptivequeryprocessingwhyhowwhenwhatnext-2006', 'http://doi.org/10.1145/1142473.1142603', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/deshpande-hellerstein-raman-adaptivequeryprocessingwhyhowwhenwhatnext-2006\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('deshpande-hellerstein-raman-adaptivequeryprocessingwhyhowwhenwhatnext-2006')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/DeshpandeHR06,\n  author       = {Amol Deshpande and\n                  Joseph M. Hellerstein and\n                  Vijayshankar Raman},\n  title        = {Adaptive query processing: why, how, when, what next},\n  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management\n                  of Data, Chicago, Illinois, USA, June 27-29, 2006},\n  pages        = {806--807},\n  year         = {2006},\n  crossref     = {DBLP:conf/sigmod/2006},\n  url          = {https://doi.org/10.1145/1142473.1142603},\n  doi          = {10.1145/1142473.1142603},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/DeshpandeHR06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"reiss-garofalakis-hellerstein-compacthistogramsforhierarchicalidentifiers-2006\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://dl.acm.org/citation.cfm?id=1164202\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'reiss-garofalakis-hellerstein-compacthistogramsforhierarchicalidentifiers-2006', 'http://dl.acm.org/citation.cfm?id=1164202', event);\">\n    Compact Histograms for Hierarchical Identifiers.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Reiss, F.; Garofalakis, M. N.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 32nd International Conference on Very Large Data Bases, Seoul, Korea, September 12-15, 2006</i>, pages 870–881,  2006. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://dl.acm.org/citation.cfm?id=1164202\"\n     onclick=\"log_download('reiss-garofalakis-hellerstein-compacthistogramsforhierarchicalidentifiers-2006', 'http://dl.acm.org/citation.cfm?id=1164202', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Compact Histograms for Hierarchical Identifiers [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/reiss-garofalakis-hellerstein-compacthistogramsforhierarchicalidentifiers-2006\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('reiss-garofalakis-hellerstein-compacthistogramsforhierarchicalidentifiers-2006')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/vldb/ReissGH06,\n  author       = {Frederick Reiss and\n                  Minos N. Garofalakis and\n                  Joseph M. Hellerstein},\n  title        = {Compact Histograms for Hierarchical Identifiers},\n  booktitle    = {Proceedings of the 32nd International Conference on Very Large Data\n                  Bases, Seoul, Korea, September 12-15, 2006},\n  pages        = {870--881},\n  year         = {2006},\n  crossref     = {DBLP:conf/vldb/2006},\n  url          = {http://dl.acm.org/citation.cfm?id=1164202},\n  timestamp    = {Fri, 20 Jan 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/vldb/ReissGH06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chu-tavakoli-popa-hellerstein-entirelydeclarativesensornetworksystems-2006\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://dl.acm.org/citation.cfm?id=1164244\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chu-tavakoli-popa-hellerstein-entirelydeclarativesensornetworksystems-2006', 'http://dl.acm.org/citation.cfm?id=1164244', event);\">\n    Entirely Declarative Sensor Network Systems.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chu, D.; Tavakoli, A.; Popa, L.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 32nd International Conference on Very Large Data Bases, Seoul, Korea, September 12-15, 2006</i>, pages 1203–1206,  2006. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://dl.acm.org/citation.cfm?id=1164244\"\n     onclick=\"log_download('chu-tavakoli-popa-hellerstein-entirelydeclarativesensornetworksystems-2006', 'http://dl.acm.org/citation.cfm?id=1164244', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Entirely Declarative Sensor Network Systems [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chu-tavakoli-popa-hellerstein-entirelydeclarativesensornetworksystems-2006\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chu-tavakoli-popa-hellerstein-entirelydeclarativesensornetworksystems-2006')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/vldb/ChuT0H06,\n  author       = {David Chu and\n                  Arsalan Tavakoli and\n                  Lucian Popa and\n                  Joseph M. Hellerstein},\n  title        = {Entirely Declarative Sensor Network Systems},\n  booktitle    = {Proceedings of the 32nd International Conference on Very Large Data\n                  Bases, Seoul, Korea, September 12-15, 2006},\n  pages        = {1203--1206},\n  year         = {2006},\n  crossref     = {DBLP:conf/vldb/2006},\n  url          = {http://dl.acm.org/citation.cfm?id=1164244},\n  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/vldb/ChuT0H06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2005\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2005')\"\n      onkeypress=\"toggleGroup('group_2005')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2005</span>\n      <span class=\"bibbase_group_count\">\n        \n        (12)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"abiteboul-agrawal-bernstein-carey-ceri-croft-dewitt-franklin-etal-thelowelldatabaseresearchselfassessment-2005\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1060710.1060718\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'abiteboul-agrawal-bernstein-carey-ceri-croft-dewitt-franklin-etal-thelowelldatabaseresearchselfassessment-2005', 'https://doi.org/10.1145/1060710.1060718', event);\">\n    The Lowell database research self-assessment.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Abiteboul, S.; Agrawal, R.; Bernstein, P. A.; Carey, M. J.; Ceri, S.; Croft, W. B.; DeWitt, D. J.; Franklin, M. J.; Garcia-Molina, H.; Gawlick, D.; Gray, J.; Haas, L. M.; Halevy, A. Y.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Ioannidis, Y. E.; Kersten, M. L.; Pazzani, M. J.; Lesk, M.; Maier, D.; Naughton, J. F.; Schek, H.; Sellis, T. K.; Silberschatz, A.; Stonebraker, M.; Snodgrass, R. T.; Ullman, J. D.; Weikum, G.; Widom, J.;  and Zdonik, S. B.\n</span>\n\n  \n\n</span>\n\n  <i>Commun. ACM</i>, 48(5): 111–118.  2005.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1060710.1060718\"\n     onclick=\"log_download('abiteboul-agrawal-bernstein-carey-ceri-croft-dewitt-franklin-etal-thelowelldatabaseresearchselfassessment-2005', 'https://doi.org/10.1145/1060710.1060718', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The Lowell database research self-assessment [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1060710.1060718\"\n     onclick=\"log_download('abiteboul-agrawal-bernstein-carey-ceri-croft-dewitt-franklin-etal-thelowelldatabaseresearchselfassessment-2005', 'http://doi.org/10.1145/1060710.1060718', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/abiteboul-agrawal-bernstein-carey-ceri-croft-dewitt-franklin-etal-thelowelldatabaseresearchselfassessment-2005\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('abiteboul-agrawal-bernstein-carey-ceri-croft-dewitt-franklin-etal-thelowelldatabaseresearchselfassessment-2005')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/cacm/AbiteboulABCCCDFGGGHHHIKPLMNSSSSSUWWZ05,\n  author       = {Serge Abiteboul and\n                  Rakesh Agrawal and\n                  Philip A. Bernstein and\n                  Michael J. Carey and\n                  Stefano Ceri and\n                  W. Bruce Croft and\n                  David J. DeWitt and\n                  Michael J. Franklin and\n                  Hector Garcia{-}Molina and\n                  Dieter Gawlick and\n                  Jim Gray and\n                  Laura M. Haas and\n                  Alon Y. Halevy and\n                  Joseph M. Hellerstein and\n                  Yannis E. Ioannidis and\n                  Martin L. Kersten and\n                  Michael J. Pazzani and\n                  Michael Lesk and\n                  David Maier and\n                  Jeffrey F. Naughton and\n                  Hans{-}J{\\&quot;{o}}rg Schek and\n                  Timos K. Sellis and\n                  Avi Silberschatz and\n                  Michael Stonebraker and\n                  Richard T. Snodgrass and\n                  Jeffrey D. Ullman and\n                  Gerhard Weikum and\n                  Jennifer Widom and\n                  Stanley B. Zdonik},\n  title        = {The Lowell database research self-assessment},\n  journal      = {Commun. {ACM}},\n  volume       = {48},\n  number       = {5},\n  pages        = {111--118},\n  year         = {2005},\n  url          = {https://doi.org/10.1145/1060710.1060718},\n  doi          = {10.1145/1060710.1060718},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/cacm/AbiteboulABCCCDFGGGHHHIKPLMNSSSSSUWWZ05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-paxson-peterson-roscoe-shenker-wetherall-thenetworkoracle-2005\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://sites.computer.org/debull/A05mar/hellerstein.ps\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-paxson-peterson-roscoe-shenker-wetherall-thenetworkoracle-2005', 'http://sites.computer.org/debull/A05mar/hellerstein.ps', event);\">\n    The Network Oracle.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Paxson, V.; Peterson, L. L.; Roscoe, T.; Shenker, S.;  and Wetherall, D.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Data Eng. Bull.</i>, 28(1): 3–10.  2005.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://sites.computer.org/debull/A05mar/hellerstein.ps\"\n     onclick=\"log_download('hellerstein-paxson-peterson-roscoe-shenker-wetherall-thenetworkoracle-2005', 'http://sites.computer.org/debull/A05mar/hellerstein.ps', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/ps.svg\"\n\t     alt=\"The Network Oracle [ps]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-paxson-peterson-roscoe-shenker-wetherall-thenetworkoracle-2005\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-paxson-peterson-roscoe-shenker-wetherall-thenetworkoracle-2005')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/debu/HellersteinPPRSW05,\n  author       = {Joseph M. Hellerstein and\n                  Vern Paxson and\n                  Larry L. Peterson and\n                  Timothy Roscoe and\n                  Scott Shenker and\n                  David Wetherall},\n  title        = {The Network Oracle},\n  journal      = {{IEEE} Data Eng. Bull.},\n  volume       = {28},\n  number       = {1},\n  pages        = {3--10},\n  year         = {2005},\n  url          = {http://sites.computer.org/debull/A05mar/hellerstein.ps},\n  timestamp    = {Wed, 19 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/debu/HellersteinPPRSW05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"dewitt-carey-hellerstein-stonebrakerreceivesieeejohnvonneumannmedal-2005\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1058150.1058153\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'dewitt-carey-hellerstein-stonebrakerreceivesieeejohnvonneumannmedal-2005', 'https://doi.org/10.1145/1058150.1058153', event);\">\n    Stonebraker receives IEEE John von Neumann Medal.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  DeWitt, D. J.; Carey, M. J.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>SIGMOD Rec.</i>, 34(1): 13–15.  2005.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1058150.1058153\"\n     onclick=\"log_download('dewitt-carey-hellerstein-stonebrakerreceivesieeejohnvonneumannmedal-2005', 'https://doi.org/10.1145/1058150.1058153', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Stonebraker receives IEEE John von Neumann Medal [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1058150.1058153\"\n     onclick=\"log_download('dewitt-carey-hellerstein-stonebrakerreceivesieeejohnvonneumannmedal-2005', 'http://doi.org/10.1145/1058150.1058153', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/dewitt-carey-hellerstein-stonebrakerreceivesieeejohnvonneumannmedal-2005\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('dewitt-carey-hellerstein-stonebrakerreceivesieeejohnvonneumannmedal-2005')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/sigmod/DeWittCH05,\n  author       = {David J. DeWitt and\n                  Michael J. Carey and\n                  Joseph M. Hellerstein},\n  title        = {Stonebraker receives {IEEE} John von Neumann Medal},\n  journal      = {{SIGMOD} Rec.},\n  volume       = {34},\n  number       = {1},\n  pages        = {13--15},\n  year         = {2005},\n  url          = {https://doi.org/10.1145/1058150.1058153},\n  doi          = {10.1145/1058150.1058153},\n  timestamp    = {Fri, 06 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/sigmod/DeWittCH05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"madden-franklin-hellerstein-hong-tinydbanacquisitionalqueryprocessingsystemforsensornetworks-2005\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1061318.1061322\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'madden-franklin-hellerstein-hong-tinydbanacquisitionalqueryprocessingsystemforsensornetworks-2005', 'https://doi.org/10.1145/1061318.1061322', event);\">\n    TinyDB: an acquisitional query processing system for sensor networks.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Madden, S.; Franklin, M. J.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Hong, W.\n</span>\n\n  \n\n</span>\n\n  <i>ACM Trans. Database Syst.</i>, 30(1): 122–173.  2005.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1061318.1061322\"\n     onclick=\"log_download('madden-franklin-hellerstein-hong-tinydbanacquisitionalqueryprocessingsystemforsensornetworks-2005', 'https://doi.org/10.1145/1061318.1061322', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"TinyDB: an acquisitional query processing system for sensor networks [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1061318.1061322\"\n     onclick=\"log_download('madden-franklin-hellerstein-hong-tinydbanacquisitionalqueryprocessingsystemforsensornetworks-2005', 'http://doi.org/10.1145/1061318.1061322', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/madden-franklin-hellerstein-hong-tinydbanacquisitionalqueryprocessingsystemforsensornetworks-2005\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('madden-franklin-hellerstein-hong-tinydbanacquisitionalqueryprocessingsystemforsensornetworks-2005')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/tods/MaddenFHH05,\n  author       = {Samuel Madden and\n                  Michael J. Franklin and\n                  Joseph M. Hellerstein and\n                  Wei Hong},\n  title        = {TinyDB: an acquisitional query processing system for sensor networks},\n  journal      = {{ACM} Trans. Database Syst.},\n  volume       = {30},\n  number       = {1},\n  pages        = {122--173},\n  year         = {2005},\n  url          = {https://doi.org/10.1145/1061318.1061322},\n  doi          = {10.1145/1061318.1061322},\n  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tods/MaddenFHH05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"deshpande-guestrin-madden-hellerstein-hong-modelbasedapproximatequeryinginsensornetworks-2005\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1007/s00778-005-0159-3\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'deshpande-guestrin-madden-hellerstein-hong-modelbasedapproximatequeryinginsensornetworks-2005', 'https://doi.org/10.1007/s00778-005-0159-3', event);\">\n    Model-based approximate querying in sensor networks.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Deshpande, A.; Guestrin, C.; Madden, S.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Hong, W.\n</span>\n\n  \n\n</span>\n\n  <i>VLDB J.</i>, 14(4): 417–443.  2005.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1007/s00778-005-0159-3\"\n     onclick=\"log_download('deshpande-guestrin-madden-hellerstein-hong-modelbasedapproximatequeryinginsensornetworks-2005', 'https://doi.org/10.1007/s00778-005-0159-3', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Model-based approximate querying in sensor networks [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/S00778-005-0159-3\"\n     onclick=\"log_download('deshpande-guestrin-madden-hellerstein-hong-modelbasedapproximatequeryinginsensornetworks-2005', 'http://doi.org/10.1007/S00778-005-0159-3', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/deshpande-guestrin-madden-hellerstein-hong-modelbasedapproximatequeryinginsensornetworks-2005\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('deshpande-guestrin-madden-hellerstein-hong-modelbasedapproximatequeryinginsensornetworks-2005')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/vldb/DeshpandeGMHH05,\n  author       = {Amol Deshpande and\n                  Carlos Guestrin and\n                  Samuel Madden and\n                  Joseph M. Hellerstein and\n                  Wei Hong},\n  title        = {Model-based approximate querying in sensor networks},\n  journal      = {{VLDB} J.},\n  volume       = {14},\n  number       = {4},\n  pages        = {417--443},\n  year         = {2005},\n  url          = {https://doi.org/10.1007/s00778-005-0159-3},\n  doi          = {10.1007/S00778-005-0159-3},\n  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/vldb/DeshpandeGMHH05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"huebsch-chun-hellerstein-loo-maniatis-roscoe-shenker-stoica-etal-thearchitectureofpieraninternetscalequeryprocessor-2005\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://cidrdb.org/cidr2005/papers/P03.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'huebsch-chun-hellerstein-loo-maniatis-roscoe-shenker-stoica-etal-thearchitectureofpieraninternetscalequeryprocessor-2005', 'http://cidrdb.org/cidr2005/papers/P03.pdf', event);\">\n    The Architecture of PIER: an Internet-Scale Query Processor.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Huebsch, R.; Chun, B. N.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Loo, B. T.; Maniatis, P.; Roscoe, T.; Shenker, S.; Stoica, I.;  and Yumerefendi, A. R.\n</span>\n\n  \n\n</span>\n\n  In <i>Second Biennial Conference on Innovative Data Systems Research, CIDR 2005, Asilomar, CA, USA, January 4-7, 2005, Online Proceedings</i>, pages 28–43,  2005. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://cidrdb.org/cidr2005/papers/P03.pdf\"\n     onclick=\"log_download('huebsch-chun-hellerstein-loo-maniatis-roscoe-shenker-stoica-etal-thearchitectureofpieraninternetscalequeryprocessor-2005', 'http://cidrdb.org/cidr2005/papers/P03.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"The Architecture of PIER: an Internet-Scale Query Processor [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/huebsch-chun-hellerstein-loo-maniatis-roscoe-shenker-stoica-etal-thearchitectureofpieraninternetscalequeryprocessor-2005\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('huebsch-chun-hellerstein-loo-maniatis-roscoe-shenker-stoica-etal-thearchitectureofpieraninternetscalequeryprocessor-2005')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/cidr/HuebschCHLMRSSY05,\n  author       = {Ryan Huebsch and\n                  Brent N. Chun and\n                  Joseph M. Hellerstein and\n                  Boon Thau Loo and\n                  Petros Maniatis and\n                  Timothy Roscoe and\n                  Scott Shenker and\n                  Ion Stoica and\n                  Aydan R. Yumerefendi},\n  title        = {The Architecture of {PIER:} an Internet-Scale Query Processor},\n  booktitle    = {Second Biennial Conference on Innovative Data Systems Research, {CIDR}\n                  2005, Asilomar, CA, USA, January 4-7, 2005, Online Proceedings},\n  pages        = {28--43},\n  year         = {2005},\n  crossref     = {DBLP:conf/cidr/2005},\n  url          = {http://cidrdb.org/cidr2005/papers/P03.pdf},\n  timestamp    = {Mon, 18 Jul 2022 17:13:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cidr/HuebschCHLMRSSY05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"buonadonna-gay-hellerstein-hong-madden-tasksensornetworkinabox-2005\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/EWSN.2005.1462005\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'buonadonna-gay-hellerstein-hong-madden-tasksensornetworkinabox-2005', 'https://doi.org/10.1109/EWSN.2005.1462005', event);\">\n    TASK: sensor network in a box.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Buonadonna, P.; Gay, D.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Hong, W.;  and Madden, S.\n</span>\n\n  \n\n</span>\n\n  In <i>Wireless Sensor Networks, Second European Workshop, EWSN 2005, Istanbul, Turkey, January 31 - February 2, 2005, Proceedings</i>, pages 133–144,  2005. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/EWSN.2005.1462005\"\n     onclick=\"log_download('buonadonna-gay-hellerstein-hong-madden-tasksensornetworkinabox-2005', 'https://doi.org/10.1109/EWSN.2005.1462005', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"TASK: sensor network in a box [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/EWSN.2005.1462005\"\n     onclick=\"log_download('buonadonna-gay-hellerstein-hong-madden-tasksensornetworkinabox-2005', 'http://doi.org/10.1109/EWSN.2005.1462005', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/buonadonna-gay-hellerstein-hong-madden-tasksensornetworkinabox-2005\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('buonadonna-gay-hellerstein-hong-madden-tasksensornetworkinabox-2005')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/ewsn/BuonadonnaGHHM05,\n  author       = {Philip Buonadonna and\n                  David Gay and\n                  Joseph M. Hellerstein and\n                  Wei Hong and\n                  Samuel Madden},\n  title        = {{TASK:} sensor network in a box},\n  booktitle    = {Wireless Sensor Networks, Second European Workshop, {EWSN} 2005, Istanbul,\n                  Turkey, January 31 - February 2, 2005, Proceedings},\n  pages        = {133--144},\n  year         = {2005},\n  crossref     = {DBLP:conf/ewsn/2005},\n  url          = {https://doi.org/10.1109/EWSN.2005.1462005},\n  doi          = {10.1109/EWSN.2005.1462005},\n  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/ewsn/BuonadonnaGHHM05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"reiss-hellerstein-datatriageanadaptivearchitectureforloadsheddingintelegraphcq-2005\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/ICDE.2005.44\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'reiss-hellerstein-datatriageanadaptivearchitectureforloadsheddingintelegraphcq-2005', 'https://doi.org/10.1109/ICDE.2005.44', event);\">\n    Data Triage: An Adaptive Architecture for Load Shedding in TelegraphCQ.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Reiss, F.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 21st International Conference on Data Engineering, ICDE 2005, 5-8 April 2005, Tokyo, Japan</i>, pages 155–156,  2005. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/ICDE.2005.44\"\n     onclick=\"log_download('reiss-hellerstein-datatriageanadaptivearchitectureforloadsheddingintelegraphcq-2005', 'https://doi.org/10.1109/ICDE.2005.44', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Data Triage: An Adaptive Architecture for Load Shedding in TelegraphCQ [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/ICDE.2005.44\"\n     onclick=\"log_download('reiss-hellerstein-datatriageanadaptivearchitectureforloadsheddingintelegraphcq-2005', 'http://doi.org/10.1109/ICDE.2005.44', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/reiss-hellerstein-datatriageanadaptivearchitectureforloadsheddingintelegraphcq-2005\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('reiss-hellerstein-datatriageanadaptivearchitectureforloadsheddingintelegraphcq-2005')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/icde/ReissH05,\n  author       = {Frederick Reiss and\n                  Joseph M. Hellerstein},\n  title        = {Data Triage: An Adaptive Architecture for Load Shedding in TelegraphCQ},\n  booktitle    = {Proceedings of the 21st International Conference on Data Engineering,\n                  {ICDE} 2005, 5-8 April 2005, Tokyo, Japan},\n  pages        = {155--156},\n  year         = {2005},\n  crossref     = {DBLP:conf/icde/2005},\n  url          = {https://doi.org/10.1109/ICDE.2005.44},\n  doi          = {10.1109/ICDE.2005.44},\n  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/ReissH05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chawathe-ramabhadran-ratnasamy-lamarca-shenker-hellerstein-acasestudyinbuildinglayereddhtapplications-2005\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1080091.1080104\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chawathe-ramabhadran-ratnasamy-lamarca-shenker-hellerstein-acasestudyinbuildinglayereddhtapplications-2005', 'https://doi.org/10.1145/1080091.1080104', event);\">\n    A case study in building layered DHT applications.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chawathe, Y.; Ramabhadran, S.; Ratnasamy, S.; LaMarca, A.; Shenker, S.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM SIGCOMM 2005 Conference on Applications, Technologies, Architectures, and Protocols for Computer Communications, Philadelphia, Pennsylvania, USA, August 22-26, 2005</i>, pages 97–108,  2005. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1080091.1080104\"\n     onclick=\"log_download('chawathe-ramabhadran-ratnasamy-lamarca-shenker-hellerstein-acasestudyinbuildinglayereddhtapplications-2005', 'https://doi.org/10.1145/1080091.1080104', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"A case study in building layered DHT applications [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1080091.1080104\"\n     onclick=\"log_download('chawathe-ramabhadran-ratnasamy-lamarca-shenker-hellerstein-acasestudyinbuildinglayereddhtapplications-2005', 'http://doi.org/10.1145/1080091.1080104', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chawathe-ramabhadran-ratnasamy-lamarca-shenker-hellerstein-acasestudyinbuildinglayereddhtapplications-2005\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chawathe-ramabhadran-ratnasamy-lamarca-shenker-hellerstein-acasestudyinbuildinglayereddhtapplications-2005')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigcomm/ChawatheRRLSH05,\n  author       = {Yatin Chawathe and\n                  Sriram Ramabhadran and\n                  Sylvia Ratnasamy and\n                  Anthony LaMarca and\n                  Scott Shenker and\n                  Joseph M. Hellerstein},\n  title        = {A case study in building layered {DHT} applications},\n  booktitle    = {Proceedings of the {ACM} {SIGCOMM} 2005 Conference on Applications,\n                  Technologies, Architectures, and Protocols for Computer Communications,\n                  Philadelphia, Pennsylvania, USA, August 22-26, 2005},\n  pages        = {97--108},\n  year         = {2005},\n  crossref     = {DBLP:conf/sigcomm/2005},\n  url          = {https://doi.org/10.1145/1080091.1080104},\n  doi          = {10.1145/1080091.1080104},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigcomm/ChawatheRRLSH05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"loo-hellerstein-stoica-ramakrishnan-declarativeroutingextensibleroutingwithdeclarativequeries-2005\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1080091.1080126\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'loo-hellerstein-stoica-ramakrishnan-declarativeroutingextensibleroutingwithdeclarativequeries-2005', 'https://doi.org/10.1145/1080091.1080126', event);\">\n    Declarative routing: extensible routing with declarative queries.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Loo, B. T.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Stoica, I.;  and Ramakrishnan, R.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM SIGCOMM 2005 Conference on Applications, Technologies, Architectures, and Protocols for Computer Communications, Philadelphia, Pennsylvania, USA, August 22-26, 2005</i>, pages 289–300,  2005. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1080091.1080126\"\n     onclick=\"log_download('loo-hellerstein-stoica-ramakrishnan-declarativeroutingextensibleroutingwithdeclarativequeries-2005', 'https://doi.org/10.1145/1080091.1080126', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Declarative routing: extensible routing with declarative queries [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1080091.1080126\"\n     onclick=\"log_download('loo-hellerstein-stoica-ramakrishnan-declarativeroutingextensibleroutingwithdeclarativequeries-2005', 'http://doi.org/10.1145/1080091.1080126', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/loo-hellerstein-stoica-ramakrishnan-declarativeroutingextensibleroutingwithdeclarativequeries-2005\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('loo-hellerstein-stoica-ramakrishnan-declarativeroutingextensibleroutingwithdeclarativequeries-2005')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigcomm/LooHSR05,\n  author       = {Boon Thau Loo and\n                  Joseph M. Hellerstein and\n                  Ion Stoica and\n                  Raghu Ramakrishnan},\n  title        = {Declarative routing: extensible routing with declarative queries},\n  booktitle    = {Proceedings of the {ACM} {SIGCOMM} 2005 Conference on Applications,\n                  Technologies, Architectures, and Protocols for Computer Communications,\n                  Philadelphia, Pennsylvania, USA, August 22-26, 2005},\n  pages        = {289--300},\n  year         = {2005},\n  crossref     = {DBLP:conf/sigcomm/2005},\n  url          = {https://doi.org/10.1145/1080091.1080126},\n  doi          = {10.1145/1080091.1080126},\n  timestamp    = {Wed, 21 Jul 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigcomm/LooHSR05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"loo-condie-hellerstein-maniatis-roscoe-stoica-implementingdeclarativeoverlays-2005\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1095810.1095818\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'loo-condie-hellerstein-maniatis-roscoe-stoica-implementingdeclarativeoverlays-2005', 'https://doi.org/10.1145/1095810.1095818', event);\">\n    Implementing declarative overlays.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Loo, B. T.; Condie, T.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Maniatis, P.; Roscoe, T.;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 20th ACM Symposium on Operating Systems Principles 2005, SOSP 2005, Brighton, UK, October 23-26, 2005</i>, pages 75–90,  2005. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1095810.1095818\"\n     onclick=\"log_download('loo-condie-hellerstein-maniatis-roscoe-stoica-implementingdeclarativeoverlays-2005', 'https://doi.org/10.1145/1095810.1095818', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Implementing declarative overlays [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1095810.1095818\"\n     onclick=\"log_download('loo-condie-hellerstein-maniatis-roscoe-stoica-implementingdeclarativeoverlays-2005', 'http://doi.org/10.1145/1095810.1095818', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/loo-condie-hellerstein-maniatis-roscoe-stoica-implementingdeclarativeoverlays-2005\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('loo-condie-hellerstein-maniatis-roscoe-stoica-implementingdeclarativeoverlays-2005')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sosp/LooCHMRS05,\n  author       = {Boon Thau Loo and\n                  Tyson Condie and\n                  Joseph M. Hellerstein and\n                  Petros Maniatis and\n                  Timothy Roscoe and\n                  Ion Stoica},\n  title        = {Implementing declarative overlays},\n  booktitle    = {Proceedings of the 20th {ACM} Symposium on Operating Systems Principles\n                  2005, {SOSP} 2005, Brighton, UK, October 23-26, 2005},\n  pages        = {75--90},\n  year         = {2005},\n  crossref     = {DBLP:conf/sosp/2005},\n  url          = {https://doi.org/10.1145/1095810.1095818},\n  doi          = {10.1145/1095810.1095818},\n  timestamp    = {Tue, 06 Nov 2018 16:59:32 +0100},\n  biburl       = {https://dblp.org/rec/conf/sosp/LooCHMRS05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-stonebraker-readingsindatabasesystems4thedition-2005\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://mitpress.mit.edu/books/readings-database-systems\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-stonebraker-readingsindatabasesystems4thedition-2005', 'https://mitpress.mit.edu/books/readings-database-systems', event);\">\n    Readings in Database Systems, 4th Edition.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Stonebraker, M.,\n  editors.\n  \n</span>\n\n  \n\n</span>\n\n  MIT Press,  2005.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://mitpress.mit.edu/books/readings-database-systems\"\n     onclick=\"log_download('hellerstein-stonebraker-readingsindatabasesystems4thedition-2005', 'https://mitpress.mit.edu/books/readings-database-systems', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Readings in Database Systems, 4th Edition [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-stonebraker-readingsindatabasesystems4thedition-2005\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-stonebraker-readingsindatabasesystems4thedition-2005')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@book{DBLP:books/daglib/0019294,\n  editor       = {Joseph M. Hellerstein and\n                  Michael Stonebraker},\n  title        = {Readings in Database Systems, 4th Edition},\n  publisher    = {{MIT} Press},\n  year         = {2005},\n  url          = {https://mitpress.mit.edu/books/readings-database-systems},\n  isbn         = {978-0-262-69314-1},\n  timestamp    = {Fri, 12 May 2017 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/books/daglib/0019294.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2004\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2004')\"\n      onkeypress=\"toggleGroup('group_2004')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2004</span>\n      <span class=\"bibbase_group_count\">\n        \n        (12)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"gehrke-hellerstein-guesteditorialtothespecialissueondatastreamprocessing-2004\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1007/s00778-004-0141-5\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'gehrke-hellerstein-guesteditorialtothespecialissueondatastreamprocessing-2004', 'https://doi.org/10.1007/s00778-004-0141-5', event);\">\n    Guest Editorial to the special issue on data stream processing.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gehrke, J.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>VLDB J.</i>, 13(4): 317.  2004.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1007/s00778-004-0141-5\"\n     onclick=\"log_download('gehrke-hellerstein-guesteditorialtothespecialissueondatastreamprocessing-2004', 'https://doi.org/10.1007/s00778-004-0141-5', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Guest Editorial to the special issue on data stream processing [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/S00778-004-0141-5\"\n     onclick=\"log_download('gehrke-hellerstein-guesteditorialtothespecialissueondatastreamprocessing-2004', 'http://doi.org/10.1007/S00778-004-0141-5', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gehrke-hellerstein-guesteditorialtothespecialissueondatastreamprocessing-2004\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gehrke-hellerstein-guesteditorialtothespecialissueondatastreamprocessing-2004')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/vldb/GehrkeH04,\n  author       = {Johannes Gehrke and\n                  Joseph M. Hellerstein},\n  title        = {Guest Editorial to the special issue on data stream processing},\n  journal      = {{VLDB} J.},\n  volume       = {13},\n  number       = {4},\n  pages        = {317},\n  year         = {2004},\n  url          = {https://doi.org/10.1007/s00778-004-0141-5},\n  doi          = {10.1007/S00778-004-0141-5},\n  timestamp    = {Sun, 28 May 2017 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/vldb/GehrkeH04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-wang-optimizationofinnetworkdatareduction-2004\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1052199.1052207\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-wang-optimizationofinnetworkdatareduction-2004', 'https://doi.org/10.1145/1052199.1052207', event);\">\n    Optimization of in-network data reduction.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Wang, W.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 1st Workshop on Data Management for Sensor Networks, in conjunction with VLDB, DMSN 2004, Toronto, Canada, August 30, 2004</i>, pages 40–47,  2004. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1052199.1052207\"\n     onclick=\"log_download('hellerstein-wang-optimizationofinnetworkdatareduction-2004', 'https://doi.org/10.1145/1052199.1052207', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Optimization of in-network data reduction [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1052199.1052207\"\n     onclick=\"log_download('hellerstein-wang-optimizationofinnetworkdatareduction-2004', 'http://doi.org/10.1145/1052199.1052207', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-wang-optimizationofinnetworkdatareduction-2004\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-wang-optimizationofinnetworkdatareduction-2004')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/dmsn/HellersteinW04,\n  author       = {Joseph M. Hellerstein and\n                  Wei Wang},\n  title        = {Optimization of in-network data reduction},\n  booktitle    = {Proceedings of the 1st Workshop on Data Management for Sensor Networks,\n                  in conjunction with VLDB, {DMSN} 2004, Toronto, Canada, August 30,\n                  2004},\n  pages        = {40--47},\n  year         = {2004},\n  crossref     = {DBLP:conf/dmsn/2004},\n  url          = {https://doi.org/10.1145/1052199.1052207},\n  doi          = {10.1145/1052199.1052207},\n  timestamp    = {Tue, 08 Aug 2023 10:54:18 +0200},\n  biburl       = {https://dblp.org/rec/conf/dmsn/HellersteinW04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"loo-huebsch-stoica-hellerstein-thecaseforahybridp2psearchinfrastructure-2004\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1007/978-3-540-30183-7\\_14\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'loo-huebsch-stoica-hellerstein-thecaseforahybridp2psearchinfrastructure-2004', 'https://doi.org/10.1007/978-3-540-30183-7\\_14', event);\">\n    The Case for a Hybrid P2P Search Infrastructure.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Loo, B. T.; Huebsch, R.; Stoica, I.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Peer-to-Peer Systems III, Third International Workshop, IPTPS 2004, La Jolla, CA, USA, February 26-27, 2004, Revised Selected Papers</i>, pages 141–150,  2004. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1007/978-3-540-30183-7\\_14\"\n     onclick=\"log_download('loo-huebsch-stoica-hellerstein-thecaseforahybridp2psearchinfrastructure-2004', 'https://doi.org/10.1007/978-3-540-30183-7\\_14', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The Case for a Hybrid P2P Search Infrastructure [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-540-30183-7_14\"\n     onclick=\"log_download('loo-huebsch-stoica-hellerstein-thecaseforahybridp2psearchinfrastructure-2004', 'http://doi.org/10.1007/978-3-540-30183-7_14', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/loo-huebsch-stoica-hellerstein-thecaseforahybridp2psearchinfrastructure-2004\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('loo-huebsch-stoica-hellerstein-thecaseforahybridp2psearchinfrastructure-2004')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/iptps/LooHSH04,\n  author       = {Boon Thau Loo and\n                  Ryan Huebsch and\n                  Ion Stoica and\n                  Joseph M. Hellerstein},\n  title        = {The Case for a Hybrid {P2P} Search Infrastructure},\n  booktitle    = {Peer-to-Peer Systems III, Third International Workshop, {IPTPS} 2004,\n                  La Jolla, CA, USA, February 26-27, 2004, Revised Selected Papers},\n  pages        = {141--150},\n  year         = {2004},\n  crossref     = {DBLP:conf/iptps/2004},\n  url          = {https://doi.org/10.1007/978-3-540-30183-7\\_14},\n  doi          = {10.1007/978-3-540-30183-7\\_14},\n  timestamp    = {Tue, 14 May 2019 10:00:53 +0200},\n  biburl       = {https://dblp.org/rec/conf/iptps/LooHSH04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chun-hellerstein-designconsiderationsforinformationplanes-2004\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.usenix.org/conference/worlds-04/design-considerations-information-planes\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chun-hellerstein-designconsiderationsforinformationplanes-2004', 'https://www.usenix.org/conference/worlds-04/design-considerations-information-planes', event);\">\n    Design Considerations for Information Planes.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chun, B. N.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>First USENIX Workshop on Real, Large Distributed Systems, WORLDS'04, San Francisco, CA, USA, December 5, 2004</i>,  2004. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.usenix.org/conference/worlds-04/design-considerations-information-planes\"\n     onclick=\"log_download('chun-hellerstein-designconsiderationsforinformationplanes-2004', 'https://www.usenix.org/conference/worlds-04/design-considerations-information-planes', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Design Considerations for Information Planes [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chun-hellerstein-designconsiderationsforinformationplanes-2004\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chun-hellerstein-designconsiderationsforinformationplanes-2004')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/osdi/ChunH04,\n  author       = {Brent N. Chun and\n                  Joseph M. Hellerstein},\n  title        = {Design Considerations for Information Planes},\n  booktitle    = {First {USENIX} Workshop on Real, Large Distributed Systems, WORLDS&#x27;04,\n                  San Francisco, CA, USA, December 5, 2004},\n  year         = {2004},\n  crossref     = {DBLP:conf/osdi/2004worlds},\n  url          = {https://www.usenix.org/conference/worlds-04/design-considerations-information-planes},\n  timestamp    = {Tue, 02 Feb 2021 08:06:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/osdi/ChunH04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"ramabhadran-ratnasamy-hellerstein-shenker-briefannouncementprefixhashtree-2004\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1011767.1011823\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'ramabhadran-ratnasamy-hellerstein-shenker-briefannouncementprefixhashtree-2004', 'https://doi.org/10.1145/1011767.1011823', event);\">\n    Brief announcement: prefix hash tree.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Ramabhadran, S.; Ratnasamy, S.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Shenker, S.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Twenty-Third Annual ACM Symposium on Principles of Distributed Computing, PODC 2004, St. John's, Newfoundland, Canada, July 25-28, 2004</i>, pages 368,  2004. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1011767.1011823\"\n     onclick=\"log_download('ramabhadran-ratnasamy-hellerstein-shenker-briefannouncementprefixhashtree-2004', 'https://doi.org/10.1145/1011767.1011823', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Brief announcement: prefix hash tree [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1011767.1011823\"\n     onclick=\"log_download('ramabhadran-ratnasamy-hellerstein-shenker-briefannouncementprefixhashtree-2004', 'http://doi.org/10.1145/1011767.1011823', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ramabhadran-ratnasamy-hellerstein-shenker-briefannouncementprefixhashtree-2004\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ramabhadran-ratnasamy-hellerstein-shenker-briefannouncementprefixhashtree-2004')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/podc/RamabhadranRHS04,\n  author       = {Sriram Ramabhadran and\n                  Sylvia Ratnasamy and\n                  Joseph M. Hellerstein and\n                  Scott Shenker},\n  title        = {Brief announcement: prefix hash tree},\n  booktitle    = {Proceedings of the Twenty-Third Annual {ACM} Symposium on Principles\n                  of Distributed Computing, {PODC} 2004, St. John&#x27;s, Newfoundland, Canada,\n                  July 25-28, 2004},\n  pages        = {368},\n  year         = {2004},\n  crossref     = {DBLP:conf/podc/2004},\n  url          = {https://doi.org/10.1145/1011767.1011823},\n  doi          = {10.1145/1011767.1011823},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/podc/RamabhadranRHS04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shah-hellerstein-brewer-highlyavailablefaulttolerantparalleldataflows-2004\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1007568.1007662\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'shah-hellerstein-brewer-highlyavailablefaulttolerantparalleldataflows-2004', 'https://doi.org/10.1145/1007568.1007662', event);\">\n    Highly-Available, Fault-Tolerant, Parallel Dataflows.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Shah, M. A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Brewer, E. A.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM SIGMOD International Conference on Management of Data, Paris, France, June 13-18, 2004</i>, pages 827–838,  2004. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1007568.1007662\"\n     onclick=\"log_download('shah-hellerstein-brewer-highlyavailablefaulttolerantparalleldataflows-2004', 'https://doi.org/10.1145/1007568.1007662', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Highly-Available, Fault-Tolerant, Parallel Dataflows [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1007568.1007662\"\n     onclick=\"log_download('shah-hellerstein-brewer-highlyavailablefaulttolerantparalleldataflows-2004', 'http://doi.org/10.1145/1007568.1007662', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shah-hellerstein-brewer-highlyavailablefaulttolerantparalleldataflows-2004\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shah-hellerstein-brewer-highlyavailablefaulttolerantparalleldataflows-2004')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/ShahHB04,\n  author       = {Mehul A. Shah and\n                  Joseph M. Hellerstein and\n                  Eric A. Brewer},\n  title        = {Highly-Available, Fault-Tolerant, Parallel Dataflows},\n  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management\n                  of Data, Paris, France, June 13-18, 2004},\n  pages        = {827--838},\n  year         = {2004},\n  crossref     = {DBLP:conf/sigmod/2004},\n  url          = {https://doi.org/10.1145/1007568.1007662},\n  doi          = {10.1145/1007568.1007662},\n  timestamp    = {Thu, 11 Mar 2021 15:20:15 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/ShahHB04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chun-hellerstein-huebsch-jeffery-loo-mardanbeigi-roscoe-rhea-etal-queryingatinternetscale-2004\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/1007568.1007705\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chun-hellerstein-huebsch-jeffery-loo-mardanbeigi-roscoe-rhea-etal-queryingatinternetscale-2004', 'https://doi.org/10.1145/1007568.1007705', event);\">\n    Querying at Internet-Scale.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chun, B. N.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Huebsch, R.; Jeffery, S. R.; Loo, B. T.; Mardanbeigi, S.; Roscoe, T.; Rhea, S. C.; Shenker, S.;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM SIGMOD International Conference on Management of Data, Paris, France, June 13-18, 2004</i>, pages 935–936,  2004. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/1007568.1007705\"\n     onclick=\"log_download('chun-hellerstein-huebsch-jeffery-loo-mardanbeigi-roscoe-rhea-etal-queryingatinternetscale-2004', 'https://doi.org/10.1145/1007568.1007705', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Querying at Internet-Scale [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/1007568.1007705\"\n     onclick=\"log_download('chun-hellerstein-huebsch-jeffery-loo-mardanbeigi-roscoe-rhea-etal-queryingatinternetscale-2004', 'http://doi.org/10.1145/1007568.1007705', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chun-hellerstein-huebsch-jeffery-loo-mardanbeigi-roscoe-rhea-etal-queryingatinternetscale-2004\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chun-hellerstein-huebsch-jeffery-loo-mardanbeigi-roscoe-rhea-etal-queryingatinternetscale-2004')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/ChunRHHJLMRSS04,\n  author       = {Brent N. Chun and\n                  Joseph M. Hellerstein and\n                  Ryan Huebsch and\n                  Shawn R. Jeffery and\n                  Boon Thau Loo and\n                  Sam Mardanbeigi and\n                  Timothy Roscoe and\n                  Sean C. Rhea and\n                  Scott Shenker and\n                  Ion Stoica},\n  title        = {Querying at Internet-Scale},\n  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management\n                  of Data, Paris, France, June 13-18, 2004},\n  pages        = {935--936},\n  year         = {2004},\n  crossref     = {DBLP:conf/sigmod/2004},\n  url          = {https://doi.org/10.1145/1007568.1007705},\n  doi          = {10.1145/1007568.1007705},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/ChunRHHJLMRSS04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"loo-hellerstein-huebsch-shenker-stoica-enhancingp2pfilesharingwithaninternetscalequeryprocessor-2004\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/conf/2004/RS11P2.PDF\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'loo-hellerstein-huebsch-shenker-stoica-enhancingp2pfilesharingwithaninternetscalequeryprocessor-2004', 'http://www.vldb.org/conf/2004/RS11P2.PDF', event);\">\n    Enhancing P2P File-Sharing with an Internet-Scale Query Processor.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Loo, B. T.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Huebsch, R.; Shenker, S.;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  In <i>(e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31 - September 3 2004</i>, pages 432–443,  2004. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/conf/2004/RS11P2.PDF\"\n     onclick=\"log_download('loo-hellerstein-huebsch-shenker-stoica-enhancingp2pfilesharingwithaninternetscalequeryprocessor-2004', 'http://www.vldb.org/conf/2004/RS11P2.PDF', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Enhancing P2P File-Sharing with an Internet-Scale Query Processor [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1016/B978-012088469-8.50040-1\"\n     onclick=\"log_download('loo-hellerstein-huebsch-shenker-stoica-enhancingp2pfilesharingwithaninternetscalequeryprocessor-2004', 'http://doi.org/10.1016/B978-012088469-8.50040-1', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/loo-hellerstein-huebsch-shenker-stoica-enhancingp2pfilesharingwithaninternetscalequeryprocessor-2004\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('loo-hellerstein-huebsch-shenker-stoica-enhancingp2pfilesharingwithaninternetscalequeryprocessor-2004')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/vldb/LooHHSS04,\n  author       = {Boon Thau Loo and\n                  Joseph M. Hellerstein and\n                  Ryan Huebsch and\n                  Scott Shenker and\n                  Ion Stoica},\n  title        = {Enhancing {P2P} File-Sharing with an Internet-Scale Query Processor},\n  booktitle    = {(e)Proceedings of the Thirtieth International Conference on Very Large\n                  Data Bases, {VLDB} 2004, Toronto, Canada, August 31 - September 3\n                  2004},\n  pages        = {432--443},\n  year         = {2004},\n  crossref     = {DBLP:conf/vldb/2004},\n  url          = {http://www.vldb.org/conf/2004/RS11P2.PDF},\n  doi          = {10.1016/B978-012088469-8.50040-1},\n  timestamp    = {Fri, 07 Jun 2019 12:44:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/vldb/LooHHSS04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"deshpande-guestrin-madden-hellerstein-hong-modeldrivendataacquisitioninsensornetworks-2004\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/conf/2004/RS16P1.PDF\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'deshpande-guestrin-madden-hellerstein-hong-modeldrivendataacquisitioninsensornetworks-2004', 'http://www.vldb.org/conf/2004/RS16P1.PDF', event);\">\n    Model-Driven Data Acquisition in Sensor Networks.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Deshpande, A.; Guestrin, C.; Madden, S.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Hong, W.\n</span>\n\n  \n\n</span>\n\n  In <i>(e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31 - September 3 2004</i>, pages 588–599,  2004. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/conf/2004/RS16P1.PDF\"\n     onclick=\"log_download('deshpande-guestrin-madden-hellerstein-hong-modeldrivendataacquisitioninsensornetworks-2004', 'http://www.vldb.org/conf/2004/RS16P1.PDF', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Model-Driven Data Acquisition in Sensor Networks [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1016/B978-012088469-8.50053-X\"\n     onclick=\"log_download('deshpande-guestrin-madden-hellerstein-hong-modeldrivendataacquisitioninsensornetworks-2004', 'http://doi.org/10.1016/B978-012088469-8.50053-X', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/deshpande-guestrin-madden-hellerstein-hong-modeldrivendataacquisitioninsensornetworks-2004\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('deshpande-guestrin-madden-hellerstein-hong-modeldrivendataacquisitioninsensornetworks-2004')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/vldb/DeshpandeGMHH04,\n  author       = {Amol Deshpande and\n                  Carlos Guestrin and\n                  Samuel Madden and\n                  Joseph M. Hellerstein and\n                  Wei Hong},\n  title        = {Model-Driven Data Acquisition in Sensor Networks},\n  booktitle    = {(e)Proceedings of the Thirtieth International Conference on Very Large\n                  Data Bases, {VLDB} 2004, Toronto, Canada, August 31 - September 3\n                  2004},\n  pages        = {588--599},\n  year         = {2004},\n  crossref     = {DBLP:conf/vldb/2004},\n  url          = {http://www.vldb.org/conf/2004/RS16P1.PDF},\n  doi          = {10.1016/B978-012088469-8.50053-X},\n  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/vldb/DeshpandeGMHH04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"deshpande-hellerstein-liftingtheburdenofhistoryfromadaptivequeryprocessing-2004\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/conf/2004/RS24P2.PDF\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'deshpande-hellerstein-liftingtheburdenofhistoryfromadaptivequeryprocessing-2004', 'http://www.vldb.org/conf/2004/RS24P2.PDF', event);\">\n    Lifting the Burden of History from Adaptive Query Processing.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Deshpande, A.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>(e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31 - September 3 2004</i>, pages 948–959,  2004. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/conf/2004/RS24P2.PDF\"\n     onclick=\"log_download('deshpande-hellerstein-liftingtheburdenofhistoryfromadaptivequeryprocessing-2004', 'http://www.vldb.org/conf/2004/RS24P2.PDF', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Lifting the Burden of History from Adaptive Query Processing [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1016/B978-012088469-8.50083-8\"\n     onclick=\"log_download('deshpande-hellerstein-liftingtheburdenofhistoryfromadaptivequeryprocessing-2004', 'http://doi.org/10.1016/B978-012088469-8.50083-8', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/deshpande-hellerstein-liftingtheburdenofhistoryfromadaptivequeryprocessing-2004\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('deshpande-hellerstein-liftingtheburdenofhistoryfromadaptivequeryprocessing-2004')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/vldb/DeshpandeH04,\n  author       = {Amol Deshpande and\n                  Joseph M. Hellerstein},\n  title        = {Lifting the Burden of History from Adaptive Query Processing},\n  booktitle    = {(e)Proceedings of the Thirtieth International Conference on Very Large\n                  Data Bases, {VLDB} 2004, Toronto, Canada, August 31 - September 3\n                  2004},\n  pages        = {948--959},\n  year         = {2004},\n  crossref     = {DBLP:conf/vldb/2004},\n  url          = {http://www.vldb.org/conf/2004/RS24P2.PDF},\n  doi          = {10.1016/B978-012088469-8.50083-8},\n  timestamp    = {Fri, 07 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/vldb/DeshpandeH04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"krishnamurthy-franklin-hellerstein-jacobson-thecaseforprecisionsharing-2004\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/conf/2004/RS24P4.PDF\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'krishnamurthy-franklin-hellerstein-jacobson-thecaseforprecisionsharing-2004', 'http://www.vldb.org/conf/2004/RS24P4.PDF', event);\">\n    The Case for Precision Sharing.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Krishnamurthy, S.; Franklin, M. J.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Jacobson, G.\n</span>\n\n  \n\n</span>\n\n  In <i>(e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31 - September 3 2004</i>, pages 972–986,  2004. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/conf/2004/RS24P4.PDF\"\n     onclick=\"log_download('krishnamurthy-franklin-hellerstein-jacobson-thecaseforprecisionsharing-2004', 'http://www.vldb.org/conf/2004/RS24P4.PDF', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"The Case for Precision Sharing [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1016/B978-012088469-8.50085-1\"\n     onclick=\"log_download('krishnamurthy-franklin-hellerstein-jacobson-thecaseforprecisionsharing-2004', 'http://doi.org/10.1016/B978-012088469-8.50085-1', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/krishnamurthy-franklin-hellerstein-jacobson-thecaseforprecisionsharing-2004\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('krishnamurthy-franklin-hellerstein-jacobson-thecaseforprecisionsharing-2004')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/vldb/KrishnamurthyFHJ04,\n  author       = {Sailesh Krishnamurthy and\n                  Michael J. Franklin and\n                  Joseph M. Hellerstein and\n                  Garrett Jacobson},\n  title        = {The Case for Precision Sharing},\n  booktitle    = {(e)Proceedings of the Thirtieth International Conference on Very Large\n                  Data Bases, {VLDB} 2004, Toronto, Canada, August 31 - September 3\n                  2004},\n  pages        = {972--986},\n  year         = {2004},\n  crossref     = {DBLP:conf/vldb/2004},\n  url          = {http://www.vldb.org/conf/2004/RS24P4.PDF},\n  doi          = {10.1016/B978-012088469-8.50085-1},\n  timestamp    = {Fri, 07 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/vldb/KrishnamurthyFHJ04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-architecturesandalgorithmsforinternetscalep2pdatamanagement-2004\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/conf/2004/TUT4.PDF\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-architecturesandalgorithmsforinternetscalep2pdatamanagement-2004', 'http://www.vldb.org/conf/2004/TUT4.PDF', event);\">\n    Architectures and Algorithms for Internet-Scale (P2P) Data Management.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>(e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31 - September 3 2004</i>, pages 1244,  2004. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/conf/2004/TUT4.PDF\"\n     onclick=\"log_download('hellerstein-architecturesandalgorithmsforinternetscalep2pdatamanagement-2004', 'http://www.vldb.org/conf/2004/TUT4.PDF', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Architectures and Algorithms for Internet-Scale (P2P) Data Management [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1016/B978-012088469-8.50117-0\"\n     onclick=\"log_download('hellerstein-architecturesandalgorithmsforinternetscalep2pdatamanagement-2004', 'http://doi.org/10.1016/B978-012088469-8.50117-0', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-architecturesandalgorithmsforinternetscalep2pdatamanagement-2004\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-architecturesandalgorithmsforinternetscalep2pdatamanagement-2004')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/vldb/Hellerstein04,\n  author       = {Joseph M. Hellerstein},\n  title        = {Architectures and Algorithms for Internet-Scale {(P2P)} Data Management},\n  booktitle    = {(e)Proceedings of the Thirtieth International Conference on Very Large\n                  Data Bases, {VLDB} 2004, Toronto, Canada, August 31 - September 3\n                  2004},\n  pages        = {1244},\n  year         = {2004},\n  crossref     = {DBLP:conf/vldb/2004},\n  url          = {http://www.vldb.org/conf/2004/TUT4.PDF},\n  doi          = {10.1016/B978-012088469-8.50117-0},\n  timestamp    = {Fri, 07 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/vldb/Hellerstein04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2003\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2003')\"\n      onkeypress=\"toggleGroup('group_2003')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2003</span>\n      <span class=\"bibbase_group_count\">\n        \n        (14)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"krishnamurthy-chandrasekaran-cooper-deshpande-franklin-hellerstein-hong-madden-etal-telegraphcqanarchitecturalstatusreport-2003\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://sites.computer.org/debull/A03mar/tcqde.ps\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'krishnamurthy-chandrasekaran-cooper-deshpande-franklin-hellerstein-hong-madden-etal-telegraphcqanarchitecturalstatusreport-2003', 'http://sites.computer.org/debull/A03mar/tcqde.ps', event);\">\n    TelegraphCQ: An Architectural Status Report.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Krishnamurthy, S.; Chandrasekaran, S.; Cooper, O.; Deshpande, A.; Franklin, M. J.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Hong, W.; <a class=\"bibbase author link\" href=\"https://db.csail.mit.edu/madden/pubs.html\">Madden, S.</a>; Reiss, F.;  and Shah, M. A.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Data Eng. Bull.</i>, 26(1): 11–18.  2003.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://sites.computer.org/debull/A03mar/tcqde.ps\"\n     onclick=\"log_download('krishnamurthy-chandrasekaran-cooper-deshpande-franklin-hellerstein-hong-madden-etal-telegraphcqanarchitecturalstatusreport-2003', 'http://sites.computer.org/debull/A03mar/tcqde.ps', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/ps.svg\"\n\t     alt=\"TelegraphCQ: An Architectural Status Report [ps]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/krishnamurthy-chandrasekaran-cooper-deshpande-franklin-hellerstein-hong-madden-etal-telegraphcqanarchitecturalstatusreport-2003\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('krishnamurthy-chandrasekaran-cooper-deshpande-franklin-hellerstein-hong-madden-etal-telegraphcqanarchitecturalstatusreport-2003')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/debu/KrishnamurthyCCDFHHMRS03,\n  author       = {Sailesh Krishnamurthy and\n                  Sirish Chandrasekaran and\n                  Owen Cooper and\n                  Amol Deshpande and\n                  Michael J. Franklin and\n                  Joseph M. Hellerstein and\n                  Wei Hong and\n                  Samuel Madden and\n                  Frederick Reiss and\n                  Mehul A. Shah},\n  title        = {TelegraphCQ: An Architectural Status Report},\n  journal      = {{IEEE} Data Eng. Bull.},\n  volume       = {26},\n  number       = {1},\n  pages        = {11--18},\n  year         = {2003},\n  url          = {http://sites.computer.org/debull/A03mar/tcqde.ps},\n  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/debu/KrishnamurthyCCDFHHMRS03.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kornacker-shah-hellerstein-amdbadesigntoolforaccessmethods-2003\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://sites.computer.org/debull/A03june/hellersteinF.ps\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'kornacker-shah-hellerstein-amdbadesigntoolforaccessmethods-2003', 'http://sites.computer.org/debull/A03june/hellersteinF.ps', event);\">\n    Amdb: A Design Tool for Access Methods.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Kornacker, M.; Shah, M. A.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Data Eng. Bull.</i>, 26(2): 3–11.  2003.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://sites.computer.org/debull/A03june/hellersteinF.ps\"\n     onclick=\"log_download('kornacker-shah-hellerstein-amdbadesigntoolforaccessmethods-2003', 'http://sites.computer.org/debull/A03june/hellersteinF.ps', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/ps.svg\"\n\t     alt=\"Amdb: A Design Tool for Access Methods [ps]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kornacker-shah-hellerstein-amdbadesigntoolforaccessmethods-2003\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('kornacker-shah-hellerstein-amdbadesigntoolforaccessmethods-2003')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/debu/KornackerSH03,\n  author       = {Marcel Kornacker and\n                  Mehul A. Shah and\n                  Joseph M. Hellerstein},\n  title        = {Amdb: {A} Design Tool for Access Methods},\n  journal      = {{IEEE} Data Eng. Bull.},\n  volume       = {26},\n  number       = {2},\n  pages        = {3--11},\n  year         = {2003},\n  url          = {http://sites.computer.org/debull/A03june/hellersteinF.ps},\n  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/debu/KornackerSH03.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"ailamaki-hellerstein-exposingundergraduatestudentstodatabasesysteminternals-2003\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/945721.945725\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'ailamaki-hellerstein-exposingundergraduatestudentstodatabasesysteminternals-2003', 'https://doi.org/10.1145/945721.945725', event);\">\n    Exposing undergraduate students to database system internals.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Ailamaki, A.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>SIGMOD Rec.</i>, 32(3): 18–20.  2003.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/945721.945725\"\n     onclick=\"log_download('ailamaki-hellerstein-exposingundergraduatestudentstodatabasesysteminternals-2003', 'https://doi.org/10.1145/945721.945725', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Exposing undergraduate students to database system internals [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/945721.945725\"\n     onclick=\"log_download('ailamaki-hellerstein-exposingundergraduatestudentstodatabasesysteminternals-2003', 'http://doi.org/10.1145/945721.945725', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ailamaki-hellerstein-exposingundergraduatestudentstodatabasesysteminternals-2003\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ailamaki-hellerstein-exposingundergraduatestudentstodatabasesysteminternals-2003')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/sigmod/AilamakiH03,\n  author       = {Anastassia Ailamaki and\n                  Joseph M. Hellerstein},\n  title        = {Exposing undergraduate students to database system internals},\n  journal      = {{SIGMOD} Rec.},\n  volume       = {32},\n  number       = {3},\n  pages        = {18--20},\n  year         = {2003},\n  url          = {https://doi.org/10.1145/945721.945725},\n  doi          = {10.1145/945721.945725},\n  timestamp    = {Fri, 06 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/sigmod/AilamakiH03.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-towardnetworkdataindependence-2003\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/945721.945730\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-towardnetworkdataindependence-2003', 'https://doi.org/10.1145/945721.945730', event);\">\n    Toward network data independence.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>SIGMOD Rec.</i>, 32(3): 34–40.  2003.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/945721.945730\"\n     onclick=\"log_download('hellerstein-towardnetworkdataindependence-2003', 'https://doi.org/10.1145/945721.945730', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Toward network data independence [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/945721.945730\"\n     onclick=\"log_download('hellerstein-towardnetworkdataindependence-2003', 'http://doi.org/10.1145/945721.945730', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-towardnetworkdataindependence-2003\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-towardnetworkdataindependence-2003')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/sigmod/Hellerstein03,\n  author       = {Joseph M. Hellerstein},\n  title        = {Toward network data independence},\n  journal      = {{SIGMOD} Rec.},\n  volume       = {32},\n  number       = {3},\n  pages        = {34--40},\n  year         = {2003},\n  url          = {https://doi.org/10.1145/945721.945730},\n  doi          = {10.1145/945721.945730},\n  timestamp    = {Fri, 06 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/sigmod/Hellerstein03.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-hong-madden-thesensorspectrumtechnologytrendsandrequirements-2003\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/959060.959065\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-hong-madden-thesensorspectrumtechnologytrendsandrequirements-2003', 'https://doi.org/10.1145/959060.959065', event);\">\n    The sensor spectrum: technology, trends, and requirements.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Hong, W.;  and <a class=\"bibbase author link\" href=\"https://db.csail.mit.edu/madden/pubs.html\">Madden, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>SIGMOD Rec.</i>, 32(4): 22–27.  2003.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/959060.959065\"\n     onclick=\"log_download('hellerstein-hong-madden-thesensorspectrumtechnologytrendsandrequirements-2003', 'https://doi.org/10.1145/959060.959065', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The sensor spectrum: technology, trends, and requirements [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/959060.959065\"\n     onclick=\"log_download('hellerstein-hong-madden-thesensorspectrumtechnologytrendsandrequirements-2003', 'http://doi.org/10.1145/959060.959065', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-hong-madden-thesensorspectrumtechnologytrendsandrequirements-2003\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-hong-madden-thesensorspectrumtechnologytrendsandrequirements-2003')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/sigmod/HellersteinHM03,\n  author       = {Joseph M. Hellerstein and\n                  Wei Hong and\n                  Samuel Madden},\n  title        = {The sensor spectrum: technology, trends, and requirements},\n  journal      = {{SIGMOD} Rec.},\n  volume       = {32},\n  number       = {4},\n  pages        = {22--27},\n  year         = {2003},\n  url          = {https://doi.org/10.1145/959060.959065},\n  doi          = {10.1145/959060.959065},\n  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/sigmod/HellersteinHM03.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chandrasekaran-cooper-deshpande-franklin-hellerstein-hong-krishnamurthy-madden-etal-telegraphcqcontinuousdataflowprocessingforanuncertainworld-2003\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www-db.cs.wisc.edu/cidr/cidr2003/program/p24.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chandrasekaran-cooper-deshpande-franklin-hellerstein-hong-krishnamurthy-madden-etal-telegraphcqcontinuousdataflowprocessingforanuncertainworld-2003', 'http://www-db.cs.wisc.edu/cidr/cidr2003/program/p24.pdf', event);\">\n    TelegraphCQ: Continuous Dataflow Processing for an Uncertain World.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chandrasekaran, S.; Cooper, O.; Deshpande, A.; Franklin, M. J.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Hong, W.; Krishnamurthy, S.; Madden, S.; Raman, V.; Reiss, F.;  and Shah, M. A.\n</span>\n\n  \n\n</span>\n\n  In <i>First Biennial Conference on Innovative Data Systems Research, CIDR 2003, Asilomar, CA, USA, January 5-8, 2003, Online Proceedings</i>,  2003. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www-db.cs.wisc.edu/cidr/cidr2003/program/p24.pdf\"\n     onclick=\"log_download('chandrasekaran-cooper-deshpande-franklin-hellerstein-hong-krishnamurthy-madden-etal-telegraphcqcontinuousdataflowprocessingforanuncertainworld-2003', 'http://www-db.cs.wisc.edu/cidr/cidr2003/program/p24.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"TelegraphCQ: Continuous Dataflow Processing for an Uncertain World [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chandrasekaran-cooper-deshpande-franklin-hellerstein-hong-krishnamurthy-madden-etal-telegraphcqcontinuousdataflowprocessingforanuncertainworld-2003\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chandrasekaran-cooper-deshpande-franklin-hellerstein-hong-krishnamurthy-madden-etal-telegraphcqcontinuousdataflowprocessingforanuncertainworld-2003')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/cidr/ChandrasekaranDFHHKMRRS03,\n  author       = {Sirish Chandrasekaran and\n                  Owen Cooper and\n                  Amol Deshpande and\n                  Michael J. Franklin and\n                  Joseph M. Hellerstein and\n                  Wei Hong and\n                  Sailesh Krishnamurthy and\n                  Samuel Madden and\n                  Vijayshankar Raman and\n                  Frederick Reiss and\n                  Mehul A. Shah},\n  title        = {TelegraphCQ: Continuous Dataflow Processing for an Uncertain World},\n  booktitle    = {First Biennial Conference on Innovative Data Systems Research, {CIDR}\n                  2003, Asilomar, CA, USA, January 5-8, 2003, Online Proceedings},\n  year         = {2003},\n  crossref     = {DBLP:conf/cidr/2003},\n  url          = {http://www-db.cs.wisc.edu/cidr/cidr2003/program/p24.pdf},\n  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cidr/ChandrasekaranDFHHKMRRS03.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shah-hellerstein-chandrasekaran-franklin-fluxanadaptivepartitioningoperatorforcontinuousquerysystems-2003\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/ICDE.2003.1260779\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'shah-hellerstein-chandrasekaran-franklin-fluxanadaptivepartitioningoperatorforcontinuousquerysystems-2003', 'https://doi.org/10.1109/ICDE.2003.1260779', event);\">\n    Flux: An Adaptive Partitioning Operator for Continuous Query Systems.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Shah, M. A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Chandrasekaran, S.;  and Franklin, M. J.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 19th International Conference on Data Engineering, March 5-8, 2003, Bangalore, India</i>, pages 25–36,  2003. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/ICDE.2003.1260779\"\n     onclick=\"log_download('shah-hellerstein-chandrasekaran-franklin-fluxanadaptivepartitioningoperatorforcontinuousquerysystems-2003', 'https://doi.org/10.1109/ICDE.2003.1260779', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Flux: An Adaptive Partitioning Operator for Continuous Query Systems [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/ICDE.2003.1260779\"\n     onclick=\"log_download('shah-hellerstein-chandrasekaran-franklin-fluxanadaptivepartitioningoperatorforcontinuousquerysystems-2003', 'http://doi.org/10.1109/ICDE.2003.1260779', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shah-hellerstein-chandrasekaran-franklin-fluxanadaptivepartitioningoperatorforcontinuousquerysystems-2003\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shah-hellerstein-chandrasekaran-franklin-fluxanadaptivepartitioningoperatorforcontinuousquerysystems-2003')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/icde/ShahHCF03,\n  author       = {Mehul A. Shah and\n                  Joseph M. Hellerstein and\n                  Sirish Chandrasekaran and\n                  Michael J. Franklin},\n  title        = {Flux: An Adaptive Partitioning Operator for Continuous Query Systems},\n  booktitle    = {Proceedings of the 19th International Conference on Data Engineering,\n                  March 5-8, 2003, Bangalore, India},\n  pages        = {25--36},\n  year         = {2003},\n  crossref     = {DBLP:conf/icde/2003},\n  url          = {https://doi.org/10.1109/ICDE.2003.1260779},\n  doi          = {10.1109/ICDE.2003.1260779},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/ShahHCF03.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"raman-deshpande-hellerstein-usingstatemodulesforadaptivequeryprocessing-2003\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/ICDE.2003.1260805\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'raman-deshpande-hellerstein-usingstatemodulesforadaptivequeryprocessing-2003', 'https://doi.org/10.1109/ICDE.2003.1260805', event);\">\n    Using State Modules for Adaptive Query Processing.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Raman, V.; Deshpande, A.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 19th International Conference on Data Engineering, March 5-8, 2003, Bangalore, India</i>, pages 353–364,  2003. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/ICDE.2003.1260805\"\n     onclick=\"log_download('raman-deshpande-hellerstein-usingstatemodulesforadaptivequeryprocessing-2003', 'https://doi.org/10.1109/ICDE.2003.1260805', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Using State Modules for Adaptive Query Processing [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/ICDE.2003.1260805\"\n     onclick=\"log_download('raman-deshpande-hellerstein-usingstatemodulesforadaptivequeryprocessing-2003', 'http://doi.org/10.1109/ICDE.2003.1260805', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/raman-deshpande-hellerstein-usingstatemodulesforadaptivequeryprocessing-2003\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('raman-deshpande-hellerstein-usingstatemodulesforadaptivequeryprocessing-2003')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/icde/RamanDH03,\n  author       = {Vijayshankar Raman and\n                  Amol Deshpande and\n                  Joseph M. Hellerstein},\n  title        = {Using State Modules for Adaptive Query Processing},\n  booktitle    = {Proceedings of the 19th International Conference on Data Engineering,\n                  March 5-8, 2003, Bangalore, India},\n  pages        = {353--364},\n  year         = {2003},\n  crossref     = {DBLP:conf/icde/2003},\n  url          = {https://doi.org/10.1109/ICDE.2003.1260805},\n  doi          = {10.1109/ICDE.2003.1260805},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/RamanDH03.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-hong-madden-stanek-beyondaveragetowardsophisticatedsensingwithqueries-2003\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1007/3-540-36978-3\\_5\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-hong-madden-stanek-beyondaveragetowardsophisticatedsensingwithqueries-2003', 'https://doi.org/10.1007/3-540-36978-3\\_5', event);\">\n    Beyond Average: Toward Sophisticated Sensing with Queries.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Hong, W.; <a class=\"bibbase author link\" href=\"https://db.csail.mit.edu/madden/pubs.html\">Madden, S.</a>;  and Stanek, K.\n</span>\n\n  \n\n</span>\n\n  In <i>Information Processing in Sensor Networks, Second International Workshop, IPSN 2003, Palo Alto, CA, USA, April 22-23, 2003, Proceedings</i>, pages 63–79,  2003. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1007/3-540-36978-3\\_5\"\n     onclick=\"log_download('hellerstein-hong-madden-stanek-beyondaveragetowardsophisticatedsensingwithqueries-2003', 'https://doi.org/10.1007/3-540-36978-3\\_5', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Beyond Average: Toward Sophisticated Sensing with Queries [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/3-540-36978-3_5\"\n     onclick=\"log_download('hellerstein-hong-madden-stanek-beyondaveragetowardsophisticatedsensingwithqueries-2003', 'http://doi.org/10.1007/3-540-36978-3_5', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-hong-madden-stanek-beyondaveragetowardsophisticatedsensingwithqueries-2003\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-hong-madden-stanek-beyondaveragetowardsophisticatedsensingwithqueries-2003')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/ipsn/HellersteinHMS03,\n  author       = {Joseph M. Hellerstein and\n                  Wei Hong and\n                  Samuel Madden and\n                  Kyle Stanek},\n  title        = {Beyond Average: Toward Sophisticated Sensing with Queries},\n  booktitle    = {Information Processing in Sensor Networks, Second International Workshop,\n                  {IPSN} 2003, Palo Alto, CA, USA, April 22-23, 2003, Proceedings},\n  pages        = {63--79},\n  year         = {2003},\n  crossref     = {DBLP:conf/ipsn/2003},\n  url          = {https://doi.org/10.1007/3-540-36978-3\\_5},\n  doi          = {10.1007/3-540-36978-3\\_5},\n  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/ipsn/HellersteinHMS03.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"li-loo-hellerstein-kaashoek-karger-morris-onthefeasibilityofpeertopeerwebindexingandsearch-2003\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1007/978-3-540-45172-3\\_19\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'li-loo-hellerstein-kaashoek-karger-morris-onthefeasibilityofpeertopeerwebindexingandsearch-2003', 'https://doi.org/10.1007/978-3-540-45172-3\\_19', event);\">\n    On the Feasibility of Peer-to-Peer Web Indexing and Search.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Li, J.; Loo, B. T.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Kaashoek, M. F.; Karger, D. R.;  and Morris, R. T.\n</span>\n\n  \n\n</span>\n\n  In <i>Peer-to-Peer Systems II, Second International Workshop, IPTPS 2003, Berkeley, CA, USA, February 21-22,2003, Revised Papers</i>, pages 207–215,  2003. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1007/978-3-540-45172-3\\_19\"\n     onclick=\"log_download('li-loo-hellerstein-kaashoek-karger-morris-onthefeasibilityofpeertopeerwebindexingandsearch-2003', 'https://doi.org/10.1007/978-3-540-45172-3\\_19', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"On the Feasibility of Peer-to-Peer Web Indexing and Search [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-540-45172-3_19\"\n     onclick=\"log_download('li-loo-hellerstein-kaashoek-karger-morris-onthefeasibilityofpeertopeerwebindexingandsearch-2003', 'http://doi.org/10.1007/978-3-540-45172-3_19', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/li-loo-hellerstein-kaashoek-karger-morris-onthefeasibilityofpeertopeerwebindexingandsearch-2003\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('li-loo-hellerstein-kaashoek-karger-morris-onthefeasibilityofpeertopeerwebindexingandsearch-2003')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/iptps/LiLHKKM03,\n  author       = {Jinyang Li and\n                  Boon Thau Loo and\n                  Joseph M. Hellerstein and\n                  M. Frans Kaashoek and\n                  David R. Karger and\n                  Robert Tappan Morris},\n  title        = {On the Feasibility of Peer-to-Peer Web Indexing and Search},\n  booktitle    = {Peer-to-Peer Systems II, Second International Workshop, {IPTPS} 2003,\n                  Berkeley, CA, USA, February 21-22,2003, Revised Papers},\n  pages        = {207--215},\n  year         = {2003},\n  crossref     = {DBLP:conf/iptps/2003},\n  url          = {https://doi.org/10.1007/978-3-540-45172-3\\_19},\n  doi          = {10.1007/978-3-540-45172-3\\_19},\n  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/iptps/LiLHKKM03.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"madden-franklin-hellerstein-hong-thedesignofanacquisitionalqueryprocessorforsensornetworks-2003\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/872757.872817\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'madden-franklin-hellerstein-hong-thedesignofanacquisitionalqueryprocessorforsensornetworks-2003', 'https://doi.org/10.1145/872757.872817', event);\">\n    The Design of an Acquisitional Query Processor For Sensor Networks.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://db.csail.mit.edu/madden/pubs.html\">Madden, S.</a>; Franklin, M. J.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Hong, W.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, San Diego, California, USA, June 9-12, 2003</i>, pages 491–502,  2003. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/872757.872817\"\n     onclick=\"log_download('madden-franklin-hellerstein-hong-thedesignofanacquisitionalqueryprocessorforsensornetworks-2003', 'https://doi.org/10.1145/872757.872817', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The Design of an Acquisitional Query Processor For Sensor Networks [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/872757.872817\"\n     onclick=\"log_download('madden-franklin-hellerstein-hong-thedesignofanacquisitionalqueryprocessorforsensornetworks-2003', 'http://doi.org/10.1145/872757.872817', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/madden-franklin-hellerstein-hong-thedesignofanacquisitionalqueryprocessorforsensornetworks-2003\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('madden-franklin-hellerstein-hong-thedesignofanacquisitionalqueryprocessorforsensornetworks-2003')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/MaddenFHH03,\n  author       = {Samuel Madden and\n                  Michael J. Franklin and\n                  Joseph M. Hellerstein and\n                  Wei Hong},\n  title        = {The Design of an Acquisitional Query Processor For Sensor Networks},\n  booktitle    = {Proceedings of the 2003 {ACM} {SIGMOD} International Conference on\n                  Management of Data, San Diego, California, USA, June 9-12, 2003},\n  pages        = {491--502},\n  year         = {2003},\n  crossref     = {DBLP:conf/sigmod/2003},\n  url          = {https://doi.org/10.1145/872757.872817},\n  doi          = {10.1145/872757.872817},\n  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/MaddenFHH03.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chandrasekaran-cooper-deshpande-franklin-hellerstein-hong-krishnamurthy-madden-etal-telegraphcqcontinuousdataflowprocessing-2003\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/872757.872857\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chandrasekaran-cooper-deshpande-franklin-hellerstein-hong-krishnamurthy-madden-etal-telegraphcqcontinuousdataflowprocessing-2003', 'https://doi.org/10.1145/872757.872857', event);\">\n    TelegraphCQ: Continuous Dataflow Processing.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Chandrasekaran, S.; Cooper, O.; Deshpande, A.; Franklin, M. J.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Hong, W.; Krishnamurthy, S.; Madden, S.; Reiss, F.;  and Shah, M. A.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, San Diego, California, USA, June 9-12, 2003</i>, pages 668,  2003. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/872757.872857\"\n     onclick=\"log_download('chandrasekaran-cooper-deshpande-franklin-hellerstein-hong-krishnamurthy-madden-etal-telegraphcqcontinuousdataflowprocessing-2003', 'https://doi.org/10.1145/872757.872857', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"TelegraphCQ: Continuous Dataflow Processing [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/872757.872857\"\n     onclick=\"log_download('chandrasekaran-cooper-deshpande-franklin-hellerstein-hong-krishnamurthy-madden-etal-telegraphcqcontinuousdataflowprocessing-2003', 'http://doi.org/10.1145/872757.872857', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chandrasekaran-cooper-deshpande-franklin-hellerstein-hong-krishnamurthy-madden-etal-telegraphcqcontinuousdataflowprocessing-2003\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chandrasekaran-cooper-deshpande-franklin-hellerstein-hong-krishnamurthy-madden-etal-telegraphcqcontinuousdataflowprocessing-2003')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/ChandrasekaranCDFHHKMRS03,\n  author       = {Sirish Chandrasekaran and\n                  Owen Cooper and\n                  Amol Deshpande and\n                  Michael J. Franklin and\n                  Joseph M. Hellerstein and\n                  Wei Hong and\n                  Sailesh Krishnamurthy and\n                  Samuel Madden and\n                  Frederick Reiss and\n                  Mehul A. Shah},\n  title        = {TelegraphCQ: Continuous Dataflow Processing},\n  booktitle    = {Proceedings of the 2003 {ACM} {SIGMOD} International Conference on\n                  Management of Data, San Diego, California, USA, June 9-12, 2003},\n  pages        = {668},\n  year         = {2003},\n  crossref     = {DBLP:conf/sigmod/2003},\n  url          = {https://doi.org/10.1145/872757.872857},\n  doi          = {10.1145/872757.872857},\n  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/ChandrasekaranCDFHHKMRS03.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"huebsch-hellerstein-lanham-loo-shenker-stoica-queryingtheinternetwithpier-2003\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/conf/2003/papers/S11P01.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'huebsch-hellerstein-lanham-loo-shenker-stoica-queryingtheinternetwithpier-2003', 'http://www.vldb.org/conf/2003/papers/S11P01.pdf', event);\">\n    Querying the Internet with PIER.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Huebsch, R.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Lanham, N.; Loo, B. T.; Shenker, S.;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of 29th International Conference on Very Large Data Bases, VLDB 2003, Berlin, Germany, September 9-12, 2003</i>, pages 321–332,  2003. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/conf/2003/papers/S11P01.pdf\"\n     onclick=\"log_download('huebsch-hellerstein-lanham-loo-shenker-stoica-queryingtheinternetwithpier-2003', 'http://www.vldb.org/conf/2003/papers/S11P01.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Querying the Internet with PIER [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1016/B978-012722442-8/50036-7\"\n     onclick=\"log_download('huebsch-hellerstein-lanham-loo-shenker-stoica-queryingtheinternetwithpier-2003', 'http://doi.org/10.1016/B978-012722442-8/50036-7', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/huebsch-hellerstein-lanham-loo-shenker-stoica-queryingtheinternetwithpier-2003\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('huebsch-hellerstein-lanham-loo-shenker-stoica-queryingtheinternetwithpier-2003')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/vldb/HuebschHLLSS03,\n  author       = {Ryan Huebsch and\n                  Joseph M. Hellerstein and\n                  Nick Lanham and\n                  Boon Thau Loo and\n                  Scott Shenker and\n                  Ion Stoica},\n  title        = {Querying the Internet with {PIER}},\n  booktitle    = {Proceedings of 29th International Conference on Very Large Data Bases,\n                  {VLDB} 2003, Berlin, Germany, September 9-12, 2003},\n  pages        = {321--332},\n  year         = {2003},\n  crossref     = {DBLP:conf/vldb/2003},\n  url          = {http://www.vldb.org/conf/2003/papers/S11P01.pdf},\n  doi          = {10.1016/B978-012722442-8/50036-7},\n  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/vldb/HuebschHLLSS03.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"abiteboul-agrawal-bernstein-carey-ceri-croft-dewitt-franklin-etal-thelowelldatabaseresearchselfassessment-2003\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/cs/0310006\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'abiteboul-agrawal-bernstein-carey-ceri-croft-dewitt-franklin-etal-thelowelldatabaseresearchselfassessment-2003', 'http://arxiv.org/abs/cs/0310006', event);\">\n    The Lowell Database Research Self Assessment.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Abiteboul, S.; Agrawal, R.; Bernstein, P. A.; Carey, M. J.; Ceri, S.; Croft, W. B.; DeWitt, D. J.; Franklin, M. J.; Garcia-Molina, H.; Gawlick, D.; Gray, J.; Haas, L. M.; Halevy, A. Y.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Ioannidis, Y. E.; Kersten, M. L.; Pazzani, M. J.; Lesk, M.; Maier, D.; Naughton, J. F.; Schek, H.; Sellis, T. K.; Silberschatz, A.; Stonebraker, M.; Snodgrass, R. T.; Ullman, J. D.; Weikum, G.; Widom, J.;  and Zdonik, S. B.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, cs.DB/0310006.  2003.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/cs/0310006\"\n     onclick=\"log_download('abiteboul-agrawal-bernstein-carey-ceri-croft-dewitt-franklin-etal-thelowelldatabaseresearchselfassessment-2003', 'http://arxiv.org/abs/cs/0310006', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The Lowell Database Research Self Assessment [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/abiteboul-agrawal-bernstein-carey-ceri-croft-dewitt-franklin-etal-thelowelldatabaseresearchselfassessment-2003\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('abiteboul-agrawal-bernstein-carey-ceri-croft-dewitt-franklin-etal-thelowelldatabaseresearchselfassessment-2003')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/cs-DB-0310006,\n  author       = {Serge Abiteboul and\n                  Rakesh Agrawal and\n                  Philip A. Bernstein and\n                  Michael J. Carey and\n                  Stefano Ceri and\n                  W. Bruce Croft and\n                  David J. DeWitt and\n                  Michael J. Franklin and\n                  Hector Garcia{-}Molina and\n                  Dieter Gawlick and\n                  Jim Gray and\n                  Laura M. Haas and\n                  Alon Y. Halevy and\n                  Joseph M. Hellerstein and\n                  Yannis E. Ioannidis and\n                  Martin L. Kersten and\n                  Michael J. Pazzani and\n                  Michael Lesk and\n                  David Maier and\n                  Jeffrey F. Naughton and\n                  Hans{-}J{\\&quot;{o}}rg Schek and\n                  Timos K. Sellis and\n                  Avi Silberschatz and\n                  Michael Stonebraker and\n                  Richard T. Snodgrass and\n                  Jeffrey D. Ullman and\n                  Gerhard Weikum and\n                  Jennifer Widom and\n                  Stanley B. Zdonik},\n  title        = {The Lowell Database Research Self Assessment},\n  journal      = {CoRR},\n  volume       = {cs.DB/0310006},\n  year         = {2003},\n  url          = {http://arxiv.org/abs/cs/0310006},\n  timestamp    = {Fri, 10 Jan 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/cs-DB-0310006.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2002\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2002')\"\n      onkeypress=\"toggleGroup('group_2002')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2002</span>\n      <span class=\"bibbase_group_count\">\n        \n        (9)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"hellerstein-koutsoupias-miranker-papadimitriou-samoladas-onamodelofindexabilityanditsboundsforrangequeries-2002\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/505241.505244\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-koutsoupias-miranker-papadimitriou-samoladas-onamodelofindexabilityanditsboundsforrangequeries-2002', 'https://doi.org/10.1145/505241.505244', event);\">\n    On a model of indexability and its bounds for range queries.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Koutsoupias, E.; Miranker, D. P.; Papadimitriou, C. H.;  and Samoladas, V.\n</span>\n\n  \n\n</span>\n\n  <i>J. ACM</i>, 49(1): 35–55.  2002.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/505241.505244\"\n     onclick=\"log_download('hellerstein-koutsoupias-miranker-papadimitriou-samoladas-onamodelofindexabilityanditsboundsforrangequeries-2002', 'https://doi.org/10.1145/505241.505244', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"On a model of indexability and its bounds for range queries [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/505241.505244\"\n     onclick=\"log_download('hellerstein-koutsoupias-miranker-papadimitriou-samoladas-onamodelofindexabilityanditsboundsforrangequeries-2002', 'http://doi.org/10.1145/505241.505244', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-koutsoupias-miranker-papadimitriou-samoladas-onamodelofindexabilityanditsboundsforrangequeries-2002\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-koutsoupias-miranker-papadimitriou-samoladas-onamodelofindexabilityanditsboundsforrangequeries-2002')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/jacm/HellersteinKMPS02,\n  author       = {Joseph M. Hellerstein and\n                  Elias Koutsoupias and\n                  Daniel P. Miranker and\n                  Christos H. Papadimitriou and\n                  Vasilis Samoladas},\n  title        = {On a model of indexability and its bounds for range queries},\n  journal      = {J. {ACM}},\n  volume       = {49},\n  number       = {1},\n  pages        = {35--55},\n  year         = {2002},\n  url          = {https://doi.org/10.1145/505241.505244},\n  doi          = {10.1145/505241.505244},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/jacm/HellersteinKMPS02.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"thomas-hellerstein-booleanboundingpredicatesforspatialaccessmethods-2002\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1007/3-540-46146-9\\_91\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'thomas-hellerstein-booleanboundingpredicatesforspatialaccessmethods-2002', 'https://doi.org/10.1007/3-540-46146-9\\_91', event);\">\n    Boolean Bounding Predicates for Spatial Access Methods.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Thomas, M.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Database and Expert Systems Applications, 13th International Conference, DEXA 2002, Aix-en-Provence, France, September 2-6, 2002, Proceedings</i>, pages 925–934,  2002. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1007/3-540-46146-9\\_91\"\n     onclick=\"log_download('thomas-hellerstein-booleanboundingpredicatesforspatialaccessmethods-2002', 'https://doi.org/10.1007/3-540-46146-9\\_91', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Boolean Bounding Predicates for Spatial Access Methods [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/3-540-46146-9_91\"\n     onclick=\"log_download('thomas-hellerstein-booleanboundingpredicatesforspatialaccessmethods-2002', 'http://doi.org/10.1007/3-540-46146-9_91', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/thomas-hellerstein-booleanboundingpredicatesforspatialaccessmethods-2002\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('thomas-hellerstein-booleanboundingpredicatesforspatialaccessmethods-2002')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/dexa/ThomasH02,\n  author       = {Megan Thomas and\n                  Joseph M. Hellerstein},\n  title        = {Boolean Bounding Predicates for Spatial Access Methods},\n  booktitle    = {Database and Expert Systems Applications, 13th International Conference,\n                  {DEXA} 2002, Aix-en-Provence, France, September 2-6, 2002, Proceedings},\n  pages        = {925--934},\n  year         = {2002},\n  crossref     = {DBLP:conf/dexa/2002},\n  url          = {https://doi.org/10.1007/3-540-46146-9\\_91},\n  doi          = {10.1007/3-540-46146-9\\_91},\n  timestamp    = {Tue, 14 May 2019 10:00:46 +0200},\n  biburl       = {https://dblp.org/rec/conf/dexa/ThomasH02.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"deshpande-hellerstein-decoupledqueryoptimizationforfederateddatabasesystems-2002\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/ICDE.2002.994788\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'deshpande-hellerstein-decoupledqueryoptimizationforfederateddatabasesystems-2002', 'https://doi.org/10.1109/ICDE.2002.994788', event);\">\n    Decoupled Query Optimization for Federated Database Systems.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Deshpande, A.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26 - March 1, 2002</i>, pages 716–727,  2002. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/ICDE.2002.994788\"\n     onclick=\"log_download('deshpande-hellerstein-decoupledqueryoptimizationforfederateddatabasesystems-2002', 'https://doi.org/10.1109/ICDE.2002.994788', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Decoupled Query Optimization for Federated Database Systems [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/ICDE.2002.994788\"\n     onclick=\"log_download('deshpande-hellerstein-decoupledqueryoptimizationforfederateddatabasesystems-2002', 'http://doi.org/10.1109/ICDE.2002.994788', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/deshpande-hellerstein-decoupledqueryoptimizationforfederateddatabasesystems-2002\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('deshpande-hellerstein-decoupledqueryoptimizationforfederateddatabasesystems-2002')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/icde/DeshpandeH02,\n  author       = {Amol Deshpande and\n                  Joseph M. Hellerstein},\n  title        = {Decoupled Query Optimization for Federated Database Systems},\n  booktitle    = {Proceedings of the 18th International Conference on Data Engineering,\n                  San Jose, CA, USA, February 26 - March 1, 2002},\n  pages        = {716--727},\n  year         = {2002},\n  crossref     = {DBLP:conf/icde/2002},\n  url          = {https://doi.org/10.1109/ICDE.2002.994788},\n  doi          = {10.1109/ICDE.2002.994788},\n  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/DeshpandeH02.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"harren-hellerstein-huebsch-loo-shenker-stoica-complexqueriesindhtbasedpeertopeernetworks-2002\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1007/3-540-45748-8\\_23\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'harren-hellerstein-huebsch-loo-shenker-stoica-complexqueriesindhtbasedpeertopeernetworks-2002', 'https://doi.org/10.1007/3-540-45748-8\\_23', event);\">\n    Complex Queries in DHT-based Peer-to-Peer Networks.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Harren, M.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Huebsch, R.; Loo, B. T.; Shenker, S.;  and Stoica, I.\n</span>\n\n  \n\n</span>\n\n  In <i>Peer-to-Peer Systems, First International Workshop, IPTPS 2002, Cambridge, MA, USA, March 7-8, 2002, Revised Papers</i>, pages 242–259,  2002. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1007/3-540-45748-8\\_23\"\n     onclick=\"log_download('harren-hellerstein-huebsch-loo-shenker-stoica-complexqueriesindhtbasedpeertopeernetworks-2002', 'https://doi.org/10.1007/3-540-45748-8\\_23', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Complex Queries in DHT-based Peer-to-Peer Networks [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/3-540-45748-8_23\"\n     onclick=\"log_download('harren-hellerstein-huebsch-loo-shenker-stoica-complexqueriesindhtbasedpeertopeernetworks-2002', 'http://doi.org/10.1007/3-540-45748-8_23', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/harren-hellerstein-huebsch-loo-shenker-stoica-complexqueriesindhtbasedpeertopeernetworks-2002\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('harren-hellerstein-huebsch-loo-shenker-stoica-complexqueriesindhtbasedpeertopeernetworks-2002')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/iptps/HarrenHHLSS02,\n  author       = {Matthew Harren and\n                  Joseph M. Hellerstein and\n                  Ryan Huebsch and\n                  Boon Thau Loo and\n                  Scott Shenker and\n                  Ion Stoica},\n  title        = {Complex Queries in DHT-based Peer-to-Peer Networks},\n  booktitle    = {Peer-to-Peer Systems, First International Workshop, {IPTPS} 2002,\n                  Cambridge, MA, USA, March 7-8, 2002, Revised Papers},\n  pages        = {242--259},\n  year         = {2002},\n  crossref     = {DBLP:conf/iptps/2002},\n  url          = {https://doi.org/10.1007/3-540-45748-8\\_23},\n  doi          = {10.1007/3-540-45748-8\\_23},\n  timestamp    = {Tue, 14 May 2019 10:00:53 +0200},\n  biburl       = {https://dblp.org/rec/conf/iptps/HarrenHHLSS02.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"madden-franklin-hellerstein-hong-tagatinyaggregationserviceforadhocsensornetworks-2002\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.usenix.org/events/osdi02/tech/madden.html\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'madden-franklin-hellerstein-hong-tagatinyaggregationserviceforadhocsensornetworks-2002', 'http://www.usenix.org/events/osdi02/tech/madden.html', event);\">\n    TAG: A Tiny AGgregation Service for Ad-Hoc Sensor Networks.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://db.csail.mit.edu/madden/pubs.html\">Madden, S.</a>; Franklin, M. J.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Hong, W.\n</span>\n\n  \n\n</span>\n\n  In <i>5th Symposium on Operating System Design and Implementation (OSDI 2002), Boston, Massachusetts, USA, December 9-11, 2002</i>,  2002. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.usenix.org/events/osdi02/tech/madden.html\"\n     onclick=\"log_download('madden-franklin-hellerstein-hong-tagatinyaggregationserviceforadhocsensornetworks-2002', 'http://www.usenix.org/events/osdi02/tech/madden.html', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"TAG: A Tiny AGgregation Service for Ad-Hoc Sensor Networks [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/madden-franklin-hellerstein-hong-tagatinyaggregationserviceforadhocsensornetworks-2002\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('madden-franklin-hellerstein-hong-tagatinyaggregationserviceforadhocsensornetworks-2002')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/osdi/MaddenFHH02,\n  author       = {Samuel Madden and\n                  Michael J. Franklin and\n                  Joseph M. Hellerstein and\n                  Wei Hong},\n  title        = {{TAG:} {A} Tiny AGgregation Service for Ad-Hoc Sensor Networks},\n  booktitle    = {5th Symposium on Operating System Design and Implementation {(OSDI}\n                  2002), Boston, Massachusetts, USA, December 9-11, 2002},\n  year         = {2002},\n  crossref     = {DBLP:conf/osdi/2002},\n  url          = {http://www.usenix.org/events/osdi02/tech/madden.html},\n  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/osdi/MaddenFHH02.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"madden-shah-hellerstein-raman-continuouslyadaptivecontinuousqueriesoverstreams-2002\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/564691.564698\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'madden-shah-hellerstein-raman-continuouslyadaptivecontinuousqueriesoverstreams-2002', 'https://doi.org/10.1145/564691.564698', event);\">\n    Continuously adaptive continuous queries over streams.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://db.csail.mit.edu/madden/pubs.html\">Madden, S.</a>; Shah, M. A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Raman, V.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, Madison, Wisconsin, USA, June 3-6, 2002</i>, pages 49–60,  2002. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/564691.564698\"\n     onclick=\"log_download('madden-shah-hellerstein-raman-continuouslyadaptivecontinuousqueriesoverstreams-2002', 'https://doi.org/10.1145/564691.564698', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Continuously adaptive continuous queries over streams [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/564691.564698\"\n     onclick=\"log_download('madden-shah-hellerstein-raman-continuouslyadaptivecontinuousqueriesoverstreams-2002', 'http://doi.org/10.1145/564691.564698', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/madden-shah-hellerstein-raman-continuouslyadaptivecontinuousqueriesoverstreams-2002\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('madden-shah-hellerstein-raman-continuouslyadaptivecontinuousqueriesoverstreams-2002')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/MaddenSHR02,\n  author       = {Samuel Madden and\n                  Mehul A. Shah and\n                  Joseph M. Hellerstein and\n                  Vijayshankar Raman},\n  title        = {Continuously adaptive continuous queries over streams},\n  booktitle    = {Proceedings of the 2002 {ACM} {SIGMOD} International Conference on\n                  Management of Data, Madison, Wisconsin, USA, June 3-6, 2002},\n  pages        = {49--60},\n  year         = {2002},\n  crossref     = {DBLP:conf/sigmod/2002},\n  url          = {https://doi.org/10.1145/564691.564698},\n  doi          = {10.1145/564691.564698},\n  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/MaddenSHR02.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"raman-hellerstein-partialresultsforonlinequeryprocessing-2002\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/564691.564723\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'raman-hellerstein-partialresultsforonlinequeryprocessing-2002', 'https://doi.org/10.1145/564691.564723', event);\">\n    Partial results for online query processing.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Raman, V.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, Madison, Wisconsin, USA, June 3-6, 2002</i>, pages 275–286,  2002. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/564691.564723\"\n     onclick=\"log_download('raman-hellerstein-partialresultsforonlinequeryprocessing-2002', 'https://doi.org/10.1145/564691.564723', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Partial results for online query processing [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/564691.564723\"\n     onclick=\"log_download('raman-hellerstein-partialresultsforonlinequeryprocessing-2002', 'http://doi.org/10.1145/564691.564723', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/raman-hellerstein-partialresultsforonlinequeryprocessing-2002\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('raman-hellerstein-partialresultsforonlinequeryprocessing-2002')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/RamanH02,\n  author       = {Vijayshankar Raman and\n                  Joseph M. Hellerstein},\n  title        = {Partial results for online query processing},\n  booktitle    = {Proceedings of the 2002 {ACM} {SIGMOD} International Conference on\n                  Management of Data, Madison, Wisconsin, USA, June 3-6, 2002},\n  pages        = {275--286},\n  year         = {2002},\n  crossref     = {DBLP:conf/sigmod/2002},\n  url          = {https://doi.org/10.1145/564691.564723},\n  doi          = {10.1145/564691.564723},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/RamanH02.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"madden-hellerstein-distributingqueriesoverlowpowerwirelesssensornetworks-2002\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/564691.564776\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'madden-hellerstein-distributingqueriesoverlowpowerwirelesssensornetworks-2002', 'https://doi.org/10.1145/564691.564776', event);\">\n    Distributing queries over low-power wireless sensor networks.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://db.csail.mit.edu/madden/pubs.html\">Madden, S.</a>;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, Madison, Wisconsin, USA, June 3-6, 2002</i>, pages 622,  2002. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/564691.564776\"\n     onclick=\"log_download('madden-hellerstein-distributingqueriesoverlowpowerwirelesssensornetworks-2002', 'https://doi.org/10.1145/564691.564776', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Distributing queries over low-power wireless sensor networks [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/564691.564776\"\n     onclick=\"log_download('madden-hellerstein-distributingqueriesoverlowpowerwirelesssensornetworks-2002', 'http://doi.org/10.1145/564691.564776', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/madden-hellerstein-distributingqueriesoverlowpowerwirelesssensornetworks-2002\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('madden-hellerstein-distributingqueriesoverlowpowerwirelesssensornetworks-2002')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/MaddenH02,\n  author       = {Samuel Madden and\n                  Joseph M. Hellerstein},\n  title        = {Distributing queries over low-power wireless sensor networks},\n  booktitle    = {Proceedings of the 2002 {ACM} {SIGMOD} International Conference on\n                  Management of Data, Madison, Wisconsin, USA, June 3-6, 2002},\n  pages        = {622},\n  year         = {2002},\n  crossref     = {DBLP:conf/sigmod/2002},\n  url          = {https://doi.org/10.1145/564691.564776},\n  doi          = {10.1145/564691.564776},\n  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/MaddenH02.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-widom-datastreamsfreshcurrentorstagnantbackwaterpanel-2002\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/564691.564788\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-widom-datastreamsfreshcurrentorstagnantbackwaterpanel-2002', 'https://doi.org/10.1145/564691.564788', event);\">\n    Data streams: fresh current or stagnant backwater? (panel).\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Widom, J.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, Madison, Wisconsin, USA, June 3-6, 2002</i>, pages 632,  2002. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/564691.564788\"\n     onclick=\"log_download('hellerstein-widom-datastreamsfreshcurrentorstagnantbackwaterpanel-2002', 'https://doi.org/10.1145/564691.564788', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Data streams: fresh current or stagnant backwater? (panel) [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/564691.564788\"\n     onclick=\"log_download('hellerstein-widom-datastreamsfreshcurrentorstagnantbackwaterpanel-2002', 'http://doi.org/10.1145/564691.564788', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-widom-datastreamsfreshcurrentorstagnantbackwaterpanel-2002\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-widom-datastreamsfreshcurrentorstagnantbackwaterpanel-2002')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/HellersteinW02,\n  author       = {Joseph M. Hellerstein and\n                  Jennifer Widom},\n  title        = {Data streams: fresh current or stagnant backwater? (panel)},\n  booktitle    = {Proceedings of the 2002 {ACM} {SIGMOD} International Conference on\n                  Management of Data, Madison, Wisconsin, USA, June 3-6, 2002},\n  pages        = {632},\n  year         = {2002},\n  crossref     = {DBLP:conf/sigmod/2002},\n  url          = {https://doi.org/10.1145/564691.564788},\n  doi          = {10.1145/564691.564788},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/HellersteinW02.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2001\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2001')\"\n      onkeypress=\"toggleGroup('group_2001')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2001</span>\n      <span class=\"bibbase_group_count\">\n        \n        (5)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"shah-madden-franklin-hellerstein-javasupportfordataintensivesystemsexperiencesbuildingthetelegraphdataflowsystem-2001\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/604264.604282\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'shah-madden-franklin-hellerstein-javasupportfordataintensivesystemsexperiencesbuildingthetelegraphdataflowsystem-2001', 'https://doi.org/10.1145/604264.604282', event);\">\n    Java Support for Data-Intensive Systems: Experiences Building the Telegraph Dataflow System.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Shah, M. A.; Madden, S.; Franklin, M. J.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>SIGMOD Rec.</i>, 30(4): 103–114.  2001.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/604264.604282\"\n     onclick=\"log_download('shah-madden-franklin-hellerstein-javasupportfordataintensivesystemsexperiencesbuildingthetelegraphdataflowsystem-2001', 'https://doi.org/10.1145/604264.604282', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Java Support for Data-Intensive Systems: Experiences Building the Telegraph Dataflow System [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/604264.604282\"\n     onclick=\"log_download('shah-madden-franklin-hellerstein-javasupportfordataintensivesystemsexperiencesbuildingthetelegraphdataflowsystem-2001', 'http://doi.org/10.1145/604264.604282', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shah-madden-franklin-hellerstein-javasupportfordataintensivesystemsexperiencesbuildingthetelegraphdataflowsystem-2001\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shah-madden-franklin-hellerstein-javasupportfordataintensivesystemsexperiencesbuildingthetelegraphdataflowsystem-2001')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/sigmod/ShahMFH01,\n  author       = {Mehul A. Shah and\n                  Samuel Madden and\n                  Michael J. Franklin and\n                  Joseph M. Hellerstein},\n  title        = {Java Support for Data-Intensive Systems: Experiences Building the\n                  Telegraph Dataflow System},\n  journal      = {{SIGMOD} Rec.},\n  volume       = {30},\n  number       = {4},\n  pages        = {103--114},\n  year         = {2001},\n  url          = {https://doi.org/10.1145/604264.604282},\n  doi          = {10.1145/604264.604282},\n  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/sigmod/ShahMFH01.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"stonebraker-hellerstein-contentintegrationforebusiness-2001\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/375663.375739\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'stonebraker-hellerstein-contentintegrationforebusiness-2001', 'https://doi.org/10.1145/375663.375739', event);\">\n    Content Integration for E-Business.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Stonebraker, M.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2001 ACM SIGMOD international conference on Management of data, Santa Barbara, CA, USA, May 21-24, 2001</i>, pages 552–560,  2001. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/375663.375739\"\n     onclick=\"log_download('stonebraker-hellerstein-contentintegrationforebusiness-2001', 'https://doi.org/10.1145/375663.375739', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Content Integration for E-Business [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/375663.375739\"\n     onclick=\"log_download('stonebraker-hellerstein-contentintegrationforebusiness-2001', 'http://doi.org/10.1145/375663.375739', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/stonebraker-hellerstein-contentintegrationforebusiness-2001\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('stonebraker-hellerstein-contentintegrationforebusiness-2001')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/StonebrakerH01,\n  author       = {Michael Stonebraker and\n                  Joseph M. Hellerstein},\n  title        = {Content Integration for E-Business},\n  booktitle    = {Proceedings of the 2001 {ACM} {SIGMOD} international conference on\n                  Management of data, Santa Barbara, CA, USA, May 21-24, 2001},\n  pages        = {552--560},\n  year         = {2001},\n  crossref     = {DBLP:conf/sigmod/2001},\n  url          = {https://doi.org/10.1145/375663.375739},\n  doi          = {10.1145/375663.375739},\n  timestamp    = {Fri, 12 Mar 2021 14:14:34 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/StonebrakerH01.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"haas-hellerstein-onlinequeryprocessing-2001\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/375663.375800\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'haas-hellerstein-onlinequeryprocessing-2001', 'https://doi.org/10.1145/375663.375800', event);\">\n    Online Query Processing.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Haas, P. J.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2001 ACM SIGMOD international conference on Management of data, Santa Barbara, CA, USA, May 21-24, 2001</i>, pages 623,  2001. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/375663.375800\"\n     onclick=\"log_download('haas-hellerstein-onlinequeryprocessing-2001', 'https://doi.org/10.1145/375663.375800', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Online Query Processing [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/375663.375800\"\n     onclick=\"log_download('haas-hellerstein-onlinequeryprocessing-2001', 'http://doi.org/10.1145/375663.375800', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/haas-hellerstein-onlinequeryprocessing-2001\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('haas-hellerstein-onlinequeryprocessing-2001')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/HaasH01,\n  author       = {Peter J. Haas and\n                  Joseph M. Hellerstein},\n  title        = {Online Query Processing},\n  booktitle    = {Proceedings of the 2001 {ACM} {SIGMOD} international conference on\n                  Management of data, Santa Barbara, CA, USA, May 21-24, 2001},\n  pages        = {623},\n  year         = {2001},\n  crossref     = {DBLP:conf/sigmod/2001},\n  url          = {https://doi.org/10.1145/375663.375800},\n  doi          = {10.1145/375663.375800},\n  timestamp    = {Fri, 12 Mar 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/HaasH01.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mcmains-hellerstein-squin-outofcorebuildofatopologicaldatastructurefrompolygonsoup-2001\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/376957.376977\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mcmains-hellerstein-squin-outofcorebuildofatopologicaldatastructurefrompolygonsoup-2001', 'https://doi.org/10.1145/376957.376977', event);\">\n    Out-of-core build of a topological data structure from polygon soup.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  McMains, S.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Séquin, C. H.\n</span>\n\n  \n\n</span>\n\n  In <i>Sixth ACM Symposium on Solid Modeling and Applications, Sheraton Inn, Ann Arbor, Michigan, USA, June 4-8, 2001</i>, pages 171–182,  2001. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/376957.376977\"\n     onclick=\"log_download('mcmains-hellerstein-squin-outofcorebuildofatopologicaldatastructurefrompolygonsoup-2001', 'https://doi.org/10.1145/376957.376977', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Out-of-core build of a topological data structure from polygon soup [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/376957.376977\"\n     onclick=\"log_download('mcmains-hellerstein-squin-outofcorebuildofatopologicaldatastructurefrompolygonsoup-2001', 'http://doi.org/10.1145/376957.376977', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mcmains-hellerstein-squin-outofcorebuildofatopologicaldatastructurefrompolygonsoup-2001\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mcmains-hellerstein-squin-outofcorebuildofatopologicaldatastructurefrompolygonsoup-2001')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sma/McMainsHS01,\n  author       = {Sara McMains and\n                  Joseph M. Hellerstein and\n                  Carlo H. S{\\&#x27;{e}}quin},\n  title        = {Out-of-core build of a topological data structure from polygon soup},\n  booktitle    = {Sixth {ACM} Symposium on Solid Modeling and Applications, Sheraton\n                  Inn, Ann Arbor, Michigan, USA, June 4-8, 2001},\n  pages        = {171--182},\n  year         = {2001},\n  crossref     = {DBLP:conf/sma/2001},\n  url          = {https://doi.org/10.1145/376957.376977},\n  doi          = {10.1145/376957.376977},\n  timestamp    = {Tue, 06 Nov 2018 11:07:49 +0100},\n  biburl       = {https://dblp.org/rec/conf/sma/McMainsHS01.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"raman-hellerstein-potterswheelaninteractivedatacleaningsystem-2001\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/conf/2001/P381.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'raman-hellerstein-potterswheelaninteractivedatacleaningsystem-2001', 'http://www.vldb.org/conf/2001/P381.pdf', event);\">\n    Potter's Wheel: An Interactive Data Cleaning System.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Raman, V.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>VLDB 2001, Proceedings of 27th International Conference on Very Large Data Bases, September 11-14, 2001, Roma, Italy</i>, pages 381–390,  2001. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/conf/2001/P381.pdf\"\n     onclick=\"log_download('raman-hellerstein-potterswheelaninteractivedatacleaningsystem-2001', 'http://www.vldb.org/conf/2001/P381.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Potter&#x27;s Wheel: An Interactive Data Cleaning System [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/raman-hellerstein-potterswheelaninteractivedatacleaningsystem-2001\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('raman-hellerstein-potterswheelaninteractivedatacleaningsystem-2001')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/vldb/RamanH01,\n  author       = {Vijayshankar Raman and\n                  Joseph M. Hellerstein},\n  title        = {Potter&#x27;s Wheel: An Interactive Data Cleaning System},\n  booktitle    = {{VLDB} 2001, Proceedings of 27th International Conference on Very\n                  Large Data Bases, September 11-14, 2001, Roma, Italy},\n  pages        = {381--390},\n  year         = {2001},\n  crossref     = {DBLP:conf/vldb/2001},\n  url          = {http://www.vldb.org/conf/2001/P381.pdf},\n  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/vldb/RamanH01.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2000\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2000')\"\n      onkeypress=\"toggleGroup('group_2000')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2000</span>\n      <span class=\"bibbase_group_count\">\n        \n        (7)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"hellerstein-avnur-raman-informixundercontrolonlinequeryprocessing-2000\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1023/A:1009835310546\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-avnur-raman-informixundercontrolonlinequeryprocessing-2000', 'https://doi.org/10.1023/A:1009835310546', event);\">\n    Informix under CONTROL: Online Query Processing.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Avnur, R.;  and Raman, V.\n</span>\n\n  \n\n</span>\n\n  <i>Data Min. Knowl. Discov.</i>, 4(4): 281–314.  2000.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1023/A:1009835310546\"\n     onclick=\"log_download('hellerstein-avnur-raman-informixundercontrolonlinequeryprocessing-2000', 'https://doi.org/10.1023/A:1009835310546', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Informix under CONTROL: Online Query Processing [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1023/A:1009835310546\"\n     onclick=\"log_download('hellerstein-avnur-raman-informixundercontrolonlinequeryprocessing-2000', 'http://doi.org/10.1023/A:1009835310546', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-avnur-raman-informixundercontrolonlinequeryprocessing-2000\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-avnur-raman-informixundercontrolonlinequeryprocessing-2000')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/datamine/HellersteinAR00,\n  author       = {Joseph M. Hellerstein and\n                  Ron Avnur and\n                  Vijayshankar Raman},\n  title        = {Informix under {CONTROL:} Online Query Processing},\n  journal      = {Data Min. Knowl. Discov.},\n  volume       = {4},\n  number       = {4},\n  pages        = {281--314},\n  year         = {2000},\n  url          = {https://doi.org/10.1023/A:1009835310546},\n  doi          = {10.1023/A:1009835310546},\n  timestamp    = {Sat, 20 May 2017 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/datamine/HellersteinAR00.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-franklin-chandrasekaran-deshpande-hildrum-madden-raman-shah-adaptivequeryprocessingtechnologyinevolution-2000\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://sites.computer.org/debull/A00june/A00JUN-CD.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-franklin-chandrasekaran-deshpande-hildrum-madden-raman-shah-adaptivequeryprocessingtechnologyinevolution-2000', 'http://sites.computer.org/debull/A00june/A00JUN-CD.pdf', event);\">\n    Adaptive Query Processing: Technology in Evolution.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Franklin, M. J.; Chandrasekaran, S.; Deshpande, A.; Hildrum, K.; Madden, S.; Raman, V.;  and Shah, M. A.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Data Eng. Bull.</i>, 23(2): 7–18.  2000.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://sites.computer.org/debull/A00june/A00JUN-CD.pdf\"\n     onclick=\"log_download('hellerstein-franklin-chandrasekaran-deshpande-hildrum-madden-raman-shah-adaptivequeryprocessingtechnologyinevolution-2000', 'http://sites.computer.org/debull/A00june/A00JUN-CD.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Adaptive Query Processing: Technology in Evolution [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-franklin-chandrasekaran-deshpande-hildrum-madden-raman-shah-adaptivequeryprocessingtechnologyinevolution-2000\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-franklin-chandrasekaran-deshpande-hildrum-madden-raman-shah-adaptivequeryprocessingtechnologyinevolution-2000')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/debu/HellersteinFCDHMRS00,\n  author       = {Joseph M. Hellerstein and\n                  Michael J. Franklin and\n                  Sirish Chandrasekaran and\n                  Amol Deshpande and\n                  Kris Hildrum and\n                  Samuel Madden and\n                  Vijayshankar Raman and\n                  Mehul A. Shah},\n  title        = {Adaptive Query Processing: Technology in Evolution},\n  journal      = {{IEEE} Data Eng. Bull.},\n  volume       = {23},\n  number       = {2},\n  pages        = {7--18},\n  year         = {2000},\n  url          = {http://sites.computer.org/debull/A00june/A00JUN-CD.pdf},\n  timestamp    = {Thu, 04 Apr 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/debu/HellersteinFCDHMRS00.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"raman-raman-hellerstein-onlinedynamicreordering-2000\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1007/s007780000032\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'raman-raman-hellerstein-onlinedynamicreordering-2000', 'https://doi.org/10.1007/s007780000032', event);\">\n    Online dynamic reordering.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Raman, V.; Raman, B.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>VLDB J.</i>, 9(3): 247–260.  2000.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1007/s007780000032\"\n     onclick=\"log_download('raman-raman-hellerstein-onlinedynamicreordering-2000', 'https://doi.org/10.1007/s007780000032', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Online dynamic reordering [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/S007780000032\"\n     onclick=\"log_download('raman-raman-hellerstein-onlinedynamicreordering-2000', 'http://doi.org/10.1007/S007780000032', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/raman-raman-hellerstein-onlinedynamicreordering-2000\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('raman-raman-hellerstein-onlinedynamicreordering-2000')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/vldb/RamanRH00,\n  author       = {Vijayshankar Raman and\n                  Bhaskaran Raman and\n                  Joseph M. Hellerstein},\n  title        = {Online dynamic reordering},\n  journal      = {{VLDB} J.},\n  volume       = {9},\n  number       = {3},\n  pages        = {247--260},\n  year         = {2000},\n  url          = {https://doi.org/10.1007/s007780000032},\n  doi          = {10.1007/S007780000032},\n  timestamp    = {Sun, 28 May 2017 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/vldb/RamanRH00.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"thomas-carson-hellerstein-creatingacustomizedaccessmethodforblobworld-2000\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/ICDE.2000.839390\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'thomas-carson-hellerstein-creatingacustomizedaccessmethodforblobworld-2000', 'https://doi.org/10.1109/ICDE.2000.839390', event);\">\n    Creating a Customized Access Method for Blobworld.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Thomas, M.; Carson, C.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28 - March 3, 2000</i>, pages 82,  2000. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/ICDE.2000.839390\"\n     onclick=\"log_download('thomas-carson-hellerstein-creatingacustomizedaccessmethodforblobworld-2000', 'https://doi.org/10.1109/ICDE.2000.839390', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Creating a Customized Access Method for Blobworld [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/ICDE.2000.839390\"\n     onclick=\"log_download('thomas-carson-hellerstein-creatingacustomizedaccessmethodforblobworld-2000', 'http://doi.org/10.1109/ICDE.2000.839390', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/thomas-carson-hellerstein-creatingacustomizedaccessmethodforblobworld-2000\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('thomas-carson-hellerstein-creatingacustomizedaccessmethodforblobworld-2000')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/icde/ThomasCH00,\n  author       = {Megan Thomas and\n                  Chad Carson and\n                  Joseph M. Hellerstein},\n  title        = {Creating a Customized Access Method for Blobworld},\n  booktitle    = {Proceedings of the 16th International Conference on Data Engineering,\n                  San Diego, California, USA, February 28 - March 3, 2000},\n  pages        = {82},\n  year         = {2000},\n  crossref     = {DBLP:conf/icde/2000},\n  url          = {https://doi.org/10.1109/ICDE.2000.839390},\n  doi          = {10.1109/ICDE.2000.839390},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/ThomasCH00.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"gribble-brewer-hellerstein-culler-scalabledistributeddatastructuresforinternetserviceconstruction-2000\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://dl.acm.org/citation.cfm?id=1251251\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'gribble-brewer-hellerstein-culler-scalabledistributeddatastructuresforinternetserviceconstruction-2000', 'http://dl.acm.org/citation.cfm?id=1251251', event);\">\n    Scalable, Distributed Data Structures for Internet Service Construction.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gribble, S. D.; Brewer, E. A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Culler, D. E.\n</span>\n\n  \n\n</span>\n\n  In <i>4th Symposium on Operating System Design and Implementation (OSDI 2000), San Diego, California, USA, October 23-25, 2000</i>, pages 319–332,  2000. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://dl.acm.org/citation.cfm?id=1251251\"\n     onclick=\"log_download('gribble-brewer-hellerstein-culler-scalabledistributeddatastructuresforinternetserviceconstruction-2000', 'http://dl.acm.org/citation.cfm?id=1251251', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Scalable, Distributed Data Structures for Internet Service Construction [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gribble-brewer-hellerstein-culler-scalabledistributeddatastructuresforinternetserviceconstruction-2000\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gribble-brewer-hellerstein-culler-scalabledistributeddatastructuresforinternetserviceconstruction-2000')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/osdi/GribbleBHC00,\n  author       = {Steven D. Gribble and\n                  Eric A. Brewer and\n                  Joseph M. Hellerstein and\n                  David E. Culler},\n  title        = {Scalable, Distributed Data Structures for Internet Service Construction},\n  booktitle    = {4th Symposium on Operating System Design and Implementation {(OSDI}\n                  2000), San Diego, California, USA, October 23-25, 2000},\n  pages        = {319--332},\n  year         = {2000},\n  crossref     = {DBLP:conf/osdi/2000},\n  url          = {http://dl.acm.org/citation.cfm?id=1251251},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/osdi/GribbleBHC00.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"avnur-hellerstein-eddiescontinuouslyadaptivequeryprocessing-2000\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/342009.335420\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'avnur-hellerstein-eddiescontinuouslyadaptivequeryprocessing-2000', 'https://doi.org/10.1145/342009.335420', event);\">\n    Eddies: Continuously Adaptive Query Processing.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Avnur, R.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, May 16-18, 2000, Dallas, Texas, USA</i>, pages 261–272,  2000. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/342009.335420\"\n     onclick=\"log_download('avnur-hellerstein-eddiescontinuouslyadaptivequeryprocessing-2000', 'https://doi.org/10.1145/342009.335420', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Eddies: Continuously Adaptive Query Processing [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/342009.335420\"\n     onclick=\"log_download('avnur-hellerstein-eddiescontinuouslyadaptivequeryprocessing-2000', 'http://doi.org/10.1145/342009.335420', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/avnur-hellerstein-eddiescontinuouslyadaptivequeryprocessing-2000\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('avnur-hellerstein-eddiescontinuouslyadaptivequeryprocessing-2000')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/HellersteinA00,\n  author       = {Ron Avnur and\n                  Joseph M. Hellerstein},\n  title        = {Eddies: Continuously Adaptive Query Processing},\n  booktitle    = {Proceedings of the 2000 {ACM} {SIGMOD} International Conference on\n                  Management of Data, May 16-18, 2000, Dallas, Texas, {USA}},\n  pages        = {261--272},\n  year         = {2000},\n  crossref     = {DBLP:conf/sigmod/2000},\n  url          = {https://doi.org/10.1145/342009.335420},\n  doi          = {10.1145/342009.335420},\n  timestamp    = {Tue, 01 Jun 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/HellersteinA00.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-indexresearchforestortreespanelabstract-2000\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/342009.335473\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-indexresearchforestortreespanelabstract-2000', 'https://doi.org/10.1145/342009.335473', event);\">\n    Index Research: Forest or Trees? (Panel Abstract).\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, May 16-18, 2000, Dallas, Texas, USA</i>, pages 574,  2000. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/342009.335473\"\n     onclick=\"log_download('hellerstein-indexresearchforestortreespanelabstract-2000', 'https://doi.org/10.1145/342009.335473', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Index Research: Forest or Trees? (Panel Abstract) [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/342009.335473\"\n     onclick=\"log_download('hellerstein-indexresearchforestortreespanelabstract-2000', 'http://doi.org/10.1145/342009.335473', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-indexresearchforestortreespanelabstract-2000\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-indexresearchforestortreespanelabstract-2000')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/Hellerstein00,\n  author       = {Joseph M. Hellerstein},\n  title        = {Index Research: Forest or Trees? (Panel Abstract)},\n  booktitle    = {Proceedings of the 2000 {ACM} {SIGMOD} International Conference on\n                  Management of Data, May 16-18, 2000, Dallas, Texas, {USA}},\n  pages        = {574},\n  year         = {2000},\n  crossref     = {DBLP:conf/sigmod/2000},\n  url          = {https://doi.org/10.1145/342009.335473},\n  doi          = {10.1145/342009.335473},\n  timestamp    = {Fri, 12 Mar 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/Hellerstein00.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_1999\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_1999')\"\n      onkeypress=\"toggleGroup('group_1999')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>1999</span>\n      <span class=\"bibbase_group_count\">\n        \n        (9)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"hellerstein-avnur-chou-hidber-olston-raman-roth-haas-interactivedataanalysisthecontrolproject-1999\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/2.781635\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-avnur-chou-hidber-olston-raman-roth-haas-interactivedataanalysisthecontrolproject-1999', 'https://doi.org/10.1109/2.781635', event);\">\n    Interactive data Analysis: The Control Project.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Avnur, R.; Chou, A.; Hidber, C.; Olston, C.; Raman, V.; Roth, T.;  and Haas, P. J.\n</span>\n\n  \n\n</span>\n\n  <i>Computer</i>, 32(8): 51–59.  1999.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/2.781635\"\n     onclick=\"log_download('hellerstein-avnur-chou-hidber-olston-raman-roth-haas-interactivedataanalysisthecontrolproject-1999', 'https://doi.org/10.1109/2.781635', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Interactive data Analysis: The Control Project [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/2.781635\"\n     onclick=\"log_download('hellerstein-avnur-chou-hidber-olston-raman-roth-haas-interactivedataanalysisthecontrolproject-1999', 'http://doi.org/10.1109/2.781635', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-avnur-chou-hidber-olston-raman-roth-haas-interactivedataanalysisthecontrolproject-1999\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-avnur-chou-hidber-olston-raman-roth-haas-interactivedataanalysisthecontrolproject-1999')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/computer/HellersteinACHORRH99,\n  author       = {Joseph M. Hellerstein and\n                  Ron Avnur and\n                  Andy Chou and\n                  Christian Hidber and\n                  Chris Olston and\n                  Vijayshankar Raman and\n                  Tali Roth and\n                  Peter J. Haas},\n  title        = {Interactive data Analysis: The Control Project},\n  journal      = {Computer},\n  volume       = {32},\n  number       = {8},\n  pages        = {51--59},\n  year         = {1999},\n  url          = {https://doi.org/10.1109/2.781635},\n  doi          = {10.1109/2.781635},\n  timestamp    = {Wed, 12 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/computer/HellersteinACHORRH99.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-stonebraker-caccia-independentopenenterprisedataintegration-1999\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://sites.computer.org/debull/99mar/cohera.ps\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-stonebraker-caccia-independentopenenterprisedataintegration-1999', 'http://sites.computer.org/debull/99mar/cohera.ps', event);\">\n    Independent, Open Enterprise Data Integration.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Stonebraker, M.;  and Caccia, R.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Data Eng. Bull.</i>, 22(1): 43–49.  1999.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://sites.computer.org/debull/99mar/cohera.ps\"\n     onclick=\"log_download('hellerstein-stonebraker-caccia-independentopenenterprisedataintegration-1999', 'http://sites.computer.org/debull/99mar/cohera.ps', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/ps.svg\"\n\t     alt=\"Independent, Open Enterprise Data Integration [ps]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-stonebraker-caccia-independentopenenterprisedataintegration-1999\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-stonebraker-caccia-independentopenenterprisedataintegration-1999')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/debu/HellersteinSC99,\n  author       = {Joseph M. Hellerstein and\n                  Michael Stonebraker and\n                  Rick Caccia},\n  title        = {Independent, Open Enterprise Data Integration},\n  journal      = {{IEEE} Data Eng. Bull.},\n  volume       = {22},\n  number       = {1},\n  pages        = {43--49},\n  year         = {1999},\n  url          = {http://sites.computer.org/debull/99mar/cohera.ps},\n  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/debu/HellersteinSC99.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"raman-chou-hellerstein-scalablespreadsheetsforinteractivedataanalysis-1999\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.almaden.ibm.com/cs/dmkd/papers/raman.ps\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'raman-chou-hellerstein-scalablespreadsheetsforinteractivedataanalysis-1999', 'http://www.almaden.ibm.com/cs/dmkd/papers/raman.ps', event);\">\n    Scalable Spreadsheets for Interactive Data Analysis.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Raman, V.; Chou, A.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, Philadelphia, USA, May 30, 1999</i>,  1999. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.almaden.ibm.com/cs/dmkd/papers/raman.ps\"\n     onclick=\"log_download('raman-chou-hellerstein-scalablespreadsheetsforinteractivedataanalysis-1999', 'http://www.almaden.ibm.com/cs/dmkd/papers/raman.ps', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/ps.svg\"\n\t     alt=\"Scalable Spreadsheets for Interactive Data Analysis [ps]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/raman-chou-hellerstein-scalablespreadsheetsforinteractivedataanalysis-1999\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('raman-chou-hellerstein-scalablespreadsheetsforinteractivedataanalysis-1999')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/dmkd/RamanCH99,\n  author       = {Vijayshankar Raman and\n                  Andy Chou and\n                  Joseph M. Hellerstein},\n  title        = {Scalable Spreadsheets for Interactive Data Analysis},\n  booktitle    = {1999 {ACM} {SIGMOD} Workshop on Research Issues in Data Mining and\n                  Knowledge Discovery, Philadelphia, USA, May 30, 1999},\n  year         = {1999},\n  crossref     = {DBLP:conf/dmkd/1999},\n  url          = {http://www.almaden.ibm.com/cs/dmkd/papers/raman.ps},\n  timestamp    = {Wed, 08 Feb 2017 16:15:10 +0100},\n  biburl       = {https://dblp.org/rec/conf/dmkd/RamanCH99.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-hellerstein-kollios-onthegenerationof2dimensionalindexworkloads-1999\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1007/3-540-49257-7\\_9\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-hellerstein-kollios-onthegenerationof2dimensionalindexworkloads-1999', 'https://doi.org/10.1007/3-540-49257-7\\_9', event);\">\n    On the Generation of 2-Dimensional Index Workloads.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Hellerstein, L.;  and Kollios, G.\n</span>\n\n  \n\n</span>\n\n  In <i>Database Theory - ICDT '99, 7th International Conference, Jerusalem, Israel, January 10-12, 1999, Proceedings</i>, pages 113–130,  1999. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1007/3-540-49257-7\\_9\"\n     onclick=\"log_download('hellerstein-hellerstein-kollios-onthegenerationof2dimensionalindexworkloads-1999', 'https://doi.org/10.1007/3-540-49257-7\\_9', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"On the Generation of 2-Dimensional Index Workloads [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/3-540-49257-7_9\"\n     onclick=\"log_download('hellerstein-hellerstein-kollios-onthegenerationof2dimensionalindexworkloads-1999', 'http://doi.org/10.1007/3-540-49257-7_9', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-hellerstein-kollios-onthegenerationof2dimensionalindexworkloads-1999\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-hellerstein-kollios-onthegenerationof2dimensionalindexworkloads-1999')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/icdt/HellersteinHK99,\n  author       = {Joseph M. Hellerstein and\n                  Lisa Hellerstein and\n                  George Kollios},\n  title        = {On the Generation of 2-Dimensional Index Workloads},\n  booktitle    = {Database Theory - {ICDT} &#x27;99, 7th International Conference, Jerusalem,\n                  Israel, January 10-12, 1999, Proceedings},\n  pages        = {113--130},\n  year         = {1999},\n  crossref     = {DBLP:conf/icdt/99},\n  url          = {https://doi.org/10.1007/3-540-49257-7\\_9},\n  doi          = {10.1007/3-540-49257-7\\_9},\n  timestamp    = {Tue, 14 May 2019 10:00:54 +0200},\n  biburl       = {https://dblp.org/rec/conf/icdt/HellersteinHK99.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"arpacidusseau-anderson-treuhaft-culler-hellerstein-patterson-yelick-clusteriowithrivermakingthefastcasecommon-1999\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/301816.301823\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'arpacidusseau-anderson-treuhaft-culler-hellerstein-patterson-yelick-clusteriowithrivermakingthefastcasecommon-1999', 'https://doi.org/10.1145/301816.301823', event);\">\n    Cluster I/O with River: Making the Fast Case Common.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Arpaci-Dusseau, R. H.; Anderson, E.; Treuhaft, N.; Culler, D. E.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Patterson, D. A.;  and Yelick, K. A.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Sixth Workshop on I/O in Parallel and Distributed Systems, IOPADS 1999, May 5, 1999, Atlanta, GA, USA</i>, pages 10–22,  1999. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/301816.301823\"\n     onclick=\"log_download('arpacidusseau-anderson-treuhaft-culler-hellerstein-patterson-yelick-clusteriowithrivermakingthefastcasecommon-1999', 'https://doi.org/10.1145/301816.301823', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Cluster I/O with River: Making the Fast Case Common [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/301816.301823\"\n     onclick=\"log_download('arpacidusseau-anderson-treuhaft-culler-hellerstein-patterson-yelick-clusteriowithrivermakingthefastcasecommon-1999', 'http://doi.org/10.1145/301816.301823', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/arpacidusseau-anderson-treuhaft-culler-hellerstein-patterson-yelick-clusteriowithrivermakingthefastcasecommon-1999\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('arpacidusseau-anderson-treuhaft-culler-hellerstein-patterson-yelick-clusteriowithrivermakingthefastcasecommon-1999')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/iopads/Arpaci-DusseauATCHPY99,\n  author       = {Remzi H. Arpaci{-}Dusseau and\n                  Eric Anderson and\n                  Noah Treuhaft and\n                  David E. Culler and\n                  Joseph M. Hellerstein and\n                  David A. Patterson and\n                  Katherine A. Yelick},\n  title        = {Cluster {I/O} with River: Making the Fast Case Common},\n  booktitle    = {Proceedings of the Sixth Workshop on {I/O} in Parallel and Distributed\n                  Systems, {IOPADS} 1999, May 5, 1999, Atlanta, GA, {USA}},\n  pages        = {10--22},\n  year         = {1999},\n  crossref     = {DBLP:conf/iopads/1999},\n  url          = {https://doi.org/10.1145/301816.301823},\n  doi          = {10.1145/301816.301823},\n  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/iopads/Arpaci-DusseauATCHPY99.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"haas-hellerstein-ripplejoinsforonlineaggregation-1999\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/304182.304208\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'haas-hellerstein-ripplejoinsforonlineaggregation-1999', 'https://doi.org/10.1145/304182.304208', event);\">\n    Ripple Joins for Online Aggregation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Haas, P. J.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>SIGMOD 1999, Proceedings ACM SIGMOD International Conference on Management of Data, June 1-3, 1999, Philadelphia, Pennsylvania, USA</i>, pages 287–298,  1999. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/304182.304208\"\n     onclick=\"log_download('haas-hellerstein-ripplejoinsforonlineaggregation-1999', 'https://doi.org/10.1145/304182.304208', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Ripple Joins for Online Aggregation [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/304182.304208\"\n     onclick=\"log_download('haas-hellerstein-ripplejoinsforonlineaggregation-1999', 'http://doi.org/10.1145/304182.304208', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/haas-hellerstein-ripplejoinsforonlineaggregation-1999\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('haas-hellerstein-ripplejoinsforonlineaggregation-1999')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/HaasH99,\n  author       = {Peter J. Haas and\n                  Joseph M. Hellerstein},\n  title        = {Ripple Joins for Online Aggregation},\n  booktitle    = {{SIGMOD} 1999, Proceedings {ACM} {SIGMOD} International Conference\n                  on Management of Data, June 1-3, 1999, Philadelphia, Pennsylvania,\n                  {USA}},\n  pages        = {287--298},\n  year         = {1999},\n  crossref     = {DBLP:conf/sigmod/99},\n  url          = {https://doi.org/10.1145/304182.304208},\n  doi          = {10.1145/304182.304208},\n  timestamp    = {Fri, 12 Mar 2021 14:14:34 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/HaasH99.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shah-kornacker-hellerstein-amdbavisualaccessmethoddevelopmenttool-1999\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/UIDIS.1999.791469\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'shah-kornacker-hellerstein-amdbavisualaccessmethoddevelopmenttool-1999', 'https://doi.org/10.1109/UIDIS.1999.791469', event);\">\n    Amdb: A Visual Access Method Development Tool.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Shah, M. A.; Kornacker, M.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>1999 User Interfaces to Data Intensive Systems, UIDIS 1999, Edinburgh, Scotland, September 5-6, 1999</i>, pages 130–140,  1999. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/UIDIS.1999.791469\"\n     onclick=\"log_download('shah-kornacker-hellerstein-amdbavisualaccessmethoddevelopmenttool-1999', 'https://doi.org/10.1109/UIDIS.1999.791469', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Amdb: A Visual Access Method Development Tool [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/UIDIS.1999.791469\"\n     onclick=\"log_download('shah-kornacker-hellerstein-amdbavisualaccessmethoddevelopmenttool-1999', 'http://doi.org/10.1109/UIDIS.1999.791469', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shah-kornacker-hellerstein-amdbavisualaccessmethoddevelopmenttool-1999\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shah-kornacker-hellerstein-amdbavisualaccessmethoddevelopmenttool-1999')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/uidis/ShahKH99,\n  author       = {Mehul A. Shah and\n                  Marcel Kornacker and\n                  Joseph M. Hellerstein},\n  title        = {Amdb: {A} Visual Access Method Development Tool},\n  booktitle    = {1999 User Interfaces to Data Intensive Systems, {UIDIS} 1999, Edinburgh,\n                  Scotland, September 5-6, 1999},\n  pages        = {130--140},\n  year         = {1999},\n  crossref     = {DBLP:conf/uidis/1999},\n  url          = {https://doi.org/10.1109/UIDIS.1999.791469},\n  doi          = {10.1109/UIDIS.1999.791469},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/uidis/ShahKH99.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"carson-thomas-belongie-hellerstein-malik-blobworldasystemforregionbasedimageindexingandretrieval-1999\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1007/3-540-48762-X\\_63\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'carson-thomas-belongie-hellerstein-malik-blobworldasystemforregionbasedimageindexingandretrieval-1999', 'https://doi.org/10.1007/3-540-48762-X\\_63', event);\">\n    Blobworld: A System for Region-Based Image Indexing and Retrieval.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Carson, C.; Thomas, M.; Belongie, S. J.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Malik, J.\n</span>\n\n  \n\n</span>\n\n  In <i>Visual Information and Information Systems, Third International Conference, VISUAL '99, Amsterdam, The Netherlands, June 2-4, 1999, Proceedings</i>, pages 509–516,  1999. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1007/3-540-48762-X\\_63\"\n     onclick=\"log_download('carson-thomas-belongie-hellerstein-malik-blobworldasystemforregionbasedimageindexingandretrieval-1999', 'https://doi.org/10.1007/3-540-48762-X\\_63', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Blobworld: A System for Region-Based Image Indexing and Retrieval [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/3-540-48762-X_63\"\n     onclick=\"log_download('carson-thomas-belongie-hellerstein-malik-blobworldasystemforregionbasedimageindexingandretrieval-1999', 'http://doi.org/10.1007/3-540-48762-X_63', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/carson-thomas-belongie-hellerstein-malik-blobworldasystemforregionbasedimageindexingandretrieval-1999\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('carson-thomas-belongie-hellerstein-malik-blobworldasystemforregionbasedimageindexingandretrieval-1999')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/visual/CarsonTBHM99,\n  author       = {Chad Carson and\n                  Megan Thomas and\n                  Serge J. Belongie and\n                  Joseph M. Hellerstein and\n                  Jitendra Malik},\n  title        = {Blobworld: {A} System for Region-Based Image Indexing and Retrieval},\n  booktitle    = {Visual Information and Information Systems, Third International Conference,\n                  {VISUAL} &#x27;99, Amsterdam, The Netherlands, June 2-4, 1999, Proceedings},\n  pages        = {509--516},\n  year         = {1999},\n  crossref     = {DBLP:conf/visual/1999},\n  url          = {https://doi.org/10.1007/3-540-48762-X\\_63},\n  doi          = {10.1007/3-540-48762-X\\_63},\n  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/visual/CarsonTBHM99.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"raman-raman-hellerstein-onlinedynamicreorderingforinteractivedataprocessing-1999\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/conf/1999/P66.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'raman-raman-hellerstein-onlinedynamicreorderingforinteractivedataprocessing-1999', 'http://www.vldb.org/conf/1999/P66.pdf', event);\">\n    Online Dynamic Reordering for Interactive Data Processing.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Raman, V.; Raman, B.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>VLDB'99, Proceedings of 25th International Conference on Very Large Data Bases, September 7-10, 1999, Edinburgh, Scotland, UK</i>, pages 709–720,  1999. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/conf/1999/P66.pdf\"\n     onclick=\"log_download('raman-raman-hellerstein-onlinedynamicreorderingforinteractivedataprocessing-1999', 'http://www.vldb.org/conf/1999/P66.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Online Dynamic Reordering for Interactive Data Processing [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/raman-raman-hellerstein-onlinedynamicreorderingforinteractivedataprocessing-1999\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('raman-raman-hellerstein-onlinedynamicreorderingforinteractivedataprocessing-1999')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/vldb/RamanRH99,\n  author       = {Vijayshankar Raman and\n                  Bhaskaran Raman and\n                  Joseph M. Hellerstein},\n  title        = {Online Dynamic Reordering for Interactive Data Processing},\n  booktitle    = {VLDB&#x27;99, Proceedings of 25th International Conference on Very Large\n                  Data Bases, September 7-10, 1999, Edinburgh, Scotland, {UK}},\n  pages        = {709--720},\n  year         = {1999},\n  crossref     = {DBLP:conf/vldb/99},\n  url          = {http://www.vldb.org/conf/1999/P66.pdf},\n  timestamp    = {Wed, 11 May 2022 08:53:25 +0200},\n  biburl       = {https://dblp.org/rec/conf/vldb/RamanRH99.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_1998\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_1998')\"\n      onkeypress=\"toggleGroup('group_1998')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>1998</span>\n      <span class=\"bibbase_group_count\">\n        \n        (10)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"keeton-patterson-hellerstein-acaseforintelligentdisksidisks-1998\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/290593.290602\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'keeton-patterson-hellerstein-acaseforintelligentdisksidisks-1998', 'https://doi.org/10.1145/290593.290602', event);\">\n    A Case for Intelligent Disks (IDISKs).\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Keeton, K.; Patterson, D. A.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>SIGMOD Rec.</i>, 27(3): 42–52.  1998.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/290593.290602\"\n     onclick=\"log_download('keeton-patterson-hellerstein-acaseforintelligentdisksidisks-1998', 'https://doi.org/10.1145/290593.290602', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"A Case for Intelligent Disks (IDISKs) [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/290593.290602\"\n     onclick=\"log_download('keeton-patterson-hellerstein-acaseforintelligentdisksidisks-1998', 'http://doi.org/10.1145/290593.290602', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/keeton-patterson-hellerstein-acaseforintelligentdisksidisks-1998\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('keeton-patterson-hellerstein-acaseforintelligentdisksidisks-1998')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/sigmod/KeetonPH98,\n  author       = {Kimberly Keeton and\n                  David A. Patterson and\n                  Joseph M. Hellerstein},\n  title        = {A Case for Intelligent Disks (IDISKs)},\n  journal      = {{SIGMOD} Rec.},\n  volume       = {27},\n  number       = {3},\n  pages        = {42--52},\n  year         = {1998},\n  url          = {https://doi.org/10.1145/290593.290602},\n  doi          = {10.1145/290593.290602},\n  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/sigmod/KeetonPH98.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bernstein-brodie-ceri-dewitt-franklin-garciamolina-gray-held-etal-theasilomarreportondatabaseresearch-1998\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/306101.306137\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bernstein-brodie-ceri-dewitt-franklin-garciamolina-gray-held-etal-theasilomarreportondatabaseresearch-1998', 'https://doi.org/10.1145/306101.306137', event);\">\n    The Asilomar Report on Database Research.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bernstein, P. A.; Brodie, M. L.; Ceri, S.; DeWitt, D. J.; Franklin, M. J.; Garcia-Molina, H.; Gray, J.; Held, G.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Jagadish, H. V.; Lesk, M.; Maier, D.; Naughton, J. F.; Pirahesh, H.; Stonebraker, M.;  and Ullman, J. D.\n</span>\n\n  \n\n</span>\n\n  <i>SIGMOD Rec.</i>, 27(4): 74–80.  1998.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/306101.306137\"\n     onclick=\"log_download('bernstein-brodie-ceri-dewitt-franklin-garciamolina-gray-held-etal-theasilomarreportondatabaseresearch-1998', 'https://doi.org/10.1145/306101.306137', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The Asilomar Report on Database Research [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/306101.306137\"\n     onclick=\"log_download('bernstein-brodie-ceri-dewitt-franklin-garciamolina-gray-held-etal-theasilomarreportondatabaseresearch-1998', 'http://doi.org/10.1145/306101.306137', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bernstein-brodie-ceri-dewitt-franklin-garciamolina-gray-held-etal-theasilomarreportondatabaseresearch-1998\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bernstein-brodie-ceri-dewitt-franklin-garciamolina-gray-held-etal-theasilomarreportondatabaseresearch-1998')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/sigmod/BernsteinBCDFGGHHJLMNPSU98,\n  author       = {Philip A. Bernstein and\n                  Michael L. Brodie and\n                  Stefano Ceri and\n                  David J. DeWitt and\n                  Michael J. Franklin and\n                  Hector Garcia{-}Molina and\n                  Jim Gray and\n                  Gerald Held and\n                  Joseph M. Hellerstein and\n                  H. V. Jagadish and\n                  Michael Lesk and\n                  David Maier and\n                  Jeffrey F. Naughton and\n                  Hamid Pirahesh and\n                  Michael Stonebraker and\n                  Jeffrey D. Ullman},\n  title        = {The Asilomar Report on Database Research},\n  journal      = {{SIGMOD} Rec.},\n  volume       = {27},\n  number       = {4},\n  pages        = {74--80},\n  year         = {1998},\n  url          = {https://doi.org/10.1145/306101.306137},\n  doi          = {10.1145/306101.306137},\n  timestamp    = {Fri, 06 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/sigmod/BernsteinBCDFGGHHJLMNPSU98.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-optimizationtechniquesforquerieswithexpensivemethods-1998\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/292481.277627\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-optimizationtechniquesforquerieswithexpensivemethods-1998', 'https://doi.org/10.1145/292481.277627', event);\">\n    Optimization Techniques for Queries with Expensive Methods.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>ACM Trans. Database Syst.</i>, 23(2): 113–157.  1998.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/292481.277627\"\n     onclick=\"log_download('hellerstein-optimizationtechniquesforquerieswithexpensivemethods-1998', 'https://doi.org/10.1145/292481.277627', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Optimization Techniques for Queries with Expensive Methods [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/292481.277627\"\n     onclick=\"log_download('hellerstein-optimizationtechniquesforquerieswithexpensivemethods-1998', 'http://doi.org/10.1145/292481.277627', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-optimizationtechniquesforquerieswithexpensivemethods-1998\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-optimizationtechniquesforquerieswithexpensivemethods-1998')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/tods/Hellerstein98,\n  author       = {Joseph M. Hellerstein},\n  title        = {Optimization Techniques for Queries with Expensive Methods},\n  journal      = {{ACM} Trans. Database Syst.},\n  volume       = {23},\n  number       = {2},\n  pages        = {113--157},\n  year         = {1998},\n  url          = {https://doi.org/10.1145/292481.277627},\n  doi          = {10.1145/292481.277627},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tods/Hellerstein98.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"arpacidusseau-arpacidusseau-culler-hellerstein-patterson-thearchitecturalcostsofstreamingioacomparisonofworkstationsclustersandsmps-1998\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/HPCA.1998.650549\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'arpacidusseau-arpacidusseau-culler-hellerstein-patterson-thearchitecturalcostsofstreamingioacomparisonofworkstationsclustersandsmps-1998', 'https://doi.org/10.1109/HPCA.1998.650549', event);\">\n    The Architectural Costs of Streaming I/O: A Comparison of Workstations, Clusters, and SMPs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Arpaci-Dusseau, R. H.; Arpaci-Dusseau, A. C.; Culler, D. E.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Patterson, D. A.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Fourth International Symposium on High-Performance Computer Architecture, Las Vegas, Nevada, USA, January 31 - February 4, 1998</i>, pages 90–101,  1998. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/HPCA.1998.650549\"\n     onclick=\"log_download('arpacidusseau-arpacidusseau-culler-hellerstein-patterson-thearchitecturalcostsofstreamingioacomparisonofworkstationsclustersandsmps-1998', 'https://doi.org/10.1109/HPCA.1998.650549', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The Architectural Costs of Streaming I/O: A Comparison of Workstations, Clusters, and SMPs [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/HPCA.1998.650549\"\n     onclick=\"log_download('arpacidusseau-arpacidusseau-culler-hellerstein-patterson-thearchitecturalcostsofstreamingioacomparisonofworkstationsclustersandsmps-1998', 'http://doi.org/10.1109/HPCA.1998.650549', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/arpacidusseau-arpacidusseau-culler-hellerstein-patterson-thearchitecturalcostsofstreamingioacomparisonofworkstationsclustersandsmps-1998\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('arpacidusseau-arpacidusseau-culler-hellerstein-patterson-thearchitecturalcostsofstreamingioacomparisonofworkstationsclustersandsmps-1998')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/hpca/Arpaci-DusseauACHP98,\n  author       = {Remzi H. Arpaci{-}Dusseau and\n                  Andrea C. Arpaci{-}Dusseau and\n                  David E. Culler and\n                  Joseph M. Hellerstein and\n                  David A. Patterson},\n  title        = {The Architectural Costs of Streaming {I/O:} {A} Comparison of Workstations,\n                  Clusters, and SMPs},\n  booktitle    = {Proceedings of the Fourth International Symposium on High-Performance\n                  Computer Architecture, Las Vegas, Nevada, USA, January 31 - February\n                  4, 1998},\n  pages        = {90--101},\n  year         = {1998},\n  crossref     = {DBLP:conf/hpca/1998},\n  url          = {https://doi.org/10.1109/HPCA.1998.650549},\n  doi          = {10.1109/HPCA.1998.650549},\n  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/hpca/Arpaci-DusseauACHP98.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"avnur-hellerstein-lo-olston-raman-raman-roth-wylie-controlcontinuousoutputandnavigationtechnologywithrefinementonline-1998\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/276304.276383\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'avnur-hellerstein-lo-olston-raman-raman-roth-wylie-controlcontinuousoutputandnavigationtechnologywithrefinementonline-1998', 'https://doi.org/10.1145/276304.276383', event);\">\n    CONTROL: Continuous Output and Navigation Technology with Refinement On-Line.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Avnur, R.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Lo, B.; Olston, C.; Raman, B.; Raman, V.; Roth, T.;  and Wylie, K.\n</span>\n\n  \n\n</span>\n\n  In <i>SIGMOD 1998, Proceedings ACM SIGMOD International Conference on Management of Data, June 2-4, 1998, Seattle, Washington, USA</i>, pages 567–569,  1998. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/276304.276383\"\n     onclick=\"log_download('avnur-hellerstein-lo-olston-raman-raman-roth-wylie-controlcontinuousoutputandnavigationtechnologywithrefinementonline-1998', 'https://doi.org/10.1145/276304.276383', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"CONTROL: Continuous Output and Navigation Technology with Refinement On-Line [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/276304.276383\"\n     onclick=\"log_download('avnur-hellerstein-lo-olston-raman-raman-roth-wylie-controlcontinuousoutputandnavigationtechnologywithrefinementonline-1998', 'http://doi.org/10.1145/276304.276383', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/avnur-hellerstein-lo-olston-raman-raman-roth-wylie-controlcontinuousoutputandnavigationtechnologywithrefinementonline-1998\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('avnur-hellerstein-lo-olston-raman-raman-roth-wylie-controlcontinuousoutputandnavigationtechnologywithrefinementonline-1998')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/AvnurHLORRRW98,\n  author       = {Ron Avnur and\n                  Joseph M. Hellerstein and\n                  Bruce Lo and\n                  Chris Olston and\n                  Bhaskaran Raman and\n                  Vijayshankar Raman and\n                  Tali Roth and\n                  Kirk Wylie},\n  title        = {{CONTROL:} Continuous Output and Navigation Technology with Refinement\n                  On-Line},\n  booktitle    = {{SIGMOD} 1998, Proceedings {ACM} {SIGMOD} International Conference\n                  on Management of Data, June 2-4, 1998, Seattle, Washington, {USA}},\n  pages        = {567--569},\n  year         = {1998},\n  crossref     = {DBLP:conf/sigmod/98},\n  url          = {https://doi.org/10.1145/276304.276383},\n  doi          = {10.1145/276304.276383},\n  timestamp    = {Thu, 11 Mar 2021 15:20:15 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/AvnurHLORRRW98.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kornacker-shah-hellerstein-amdbanaccessmethoddebuggingtool-1998\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/276304.276384\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'kornacker-shah-hellerstein-amdbanaccessmethoddebuggingtool-1998', 'https://doi.org/10.1145/276304.276384', event);\">\n    amdb: An Access Method Debugging Tool.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Kornacker, M.; Shah, M. A.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>SIGMOD 1998, Proceedings ACM SIGMOD International Conference on Management of Data, June 2-4, 1998, Seattle, Washington, USA</i>, pages 570–571,  1998. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/276304.276384\"\n     onclick=\"log_download('kornacker-shah-hellerstein-amdbanaccessmethoddebuggingtool-1998', 'https://doi.org/10.1145/276304.276384', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"amdb: An Access Method Debugging Tool [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/276304.276384\"\n     onclick=\"log_download('kornacker-shah-hellerstein-amdbanaccessmethoddebuggingtool-1998', 'http://doi.org/10.1145/276304.276384', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kornacker-shah-hellerstein-amdbanaccessmethoddebuggingtool-1998\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('kornacker-shah-hellerstein-amdbanaccessmethoddebuggingtool-1998')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/KornackerSH98,\n  author       = {Marcel Kornacker and\n                  Mehul A. Shah and\n                  Joseph M. Hellerstein},\n  title        = {amdb: An Access Method Debugging Tool},\n  booktitle    = {{SIGMOD} 1998, Proceedings {ACM} {SIGMOD} International Conference\n                  on Management of Data, June 2-4, 1998, Seattle, Washington, {USA}},\n  pages        = {570--571},\n  year         = {1998},\n  crossref     = {DBLP:conf/sigmod/98},\n  url          = {https://doi.org/10.1145/276304.276384},\n  doi          = {10.1145/276304.276384},\n  timestamp    = {Thu, 11 Mar 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/KornackerSH98.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"arpacidusseau-arpacidusseau-culler-hellerstein-patterson-searchingforthesortingrecordexperiencesintuningnowsort-1998\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/281035.281048\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'arpacidusseau-arpacidusseau-culler-hellerstein-patterson-searchingforthesortingrecordexperiencesintuningnowsort-1998', 'https://doi.org/10.1145/281035.281048', event);\">\n    Searching for the sorting record: experiences in tuning NOW-Sort.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Arpaci-Dusseau, A. C.; Arpaci-Dusseau, R. H.; Culler, D. E.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Patterson, D. A.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the SIGMETRICS Symposium on Parallel and Distributed Tools, SPDT '98, Welches, Oregon, USA</i>, pages 124–133,  1998. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/281035.281048\"\n     onclick=\"log_download('arpacidusseau-arpacidusseau-culler-hellerstein-patterson-searchingforthesortingrecordexperiencesintuningnowsort-1998', 'https://doi.org/10.1145/281035.281048', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Searching for the sorting record: experiences in tuning NOW-Sort [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/281035.281048\"\n     onclick=\"log_download('arpacidusseau-arpacidusseau-culler-hellerstein-patterson-searchingforthesortingrecordexperiencesintuningnowsort-1998', 'http://doi.org/10.1145/281035.281048', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/arpacidusseau-arpacidusseau-culler-hellerstein-patterson-searchingforthesortingrecordexperiencesintuningnowsort-1998\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('arpacidusseau-arpacidusseau-culler-hellerstein-patterson-searchingforthesortingrecordexperiencesintuningnowsort-1998')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/spdt/Arpaci-DusseauA98,\n  author       = {Andrea C. Arpaci{-}Dusseau and\n                  Remzi H. Arpaci{-}Dusseau and\n                  David E. Culler and\n                  Joseph M. Hellerstein and\n                  David A. Patterson},\n  title        = {Searching for the sorting record: experiences in tuning NOW-Sort},\n  booktitle    = {Proceedings of the {SIGMETRICS} Symposium on Parallel and Distributed\n                  Tools, {SPDT} &#x27;98, Welches, Oregon, {USA}},\n  pages        = {124--133},\n  year         = {1998},\n  crossref     = {DBLP:conf/spdt/1998},\n  url          = {https://doi.org/10.1145/281035.281048},\n  doi          = {10.1145/281035.281048},\n  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/spdt/Arpaci-DusseauA98.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"olston-stonebraker-aiken-hellerstein-viqingvisualinteractivequerying-1998\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/VL.1998.706159\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'olston-stonebraker-aiken-hellerstein-viqingvisualinteractivequerying-1998', 'https://doi.org/10.1109/VL.1998.706159', event);\">\n    VIQING: Visual Interactive Querying.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Olston, C.; Stonebraker, M.; Aiken, A.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings 1998 IEEE Symposium on Visual Languages, Nova Scotia, Canada, September 1-4, 1998</i>, pages 162–169,  1998. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/VL.1998.706159\"\n     onclick=\"log_download('olston-stonebraker-aiken-hellerstein-viqingvisualinteractivequerying-1998', 'https://doi.org/10.1109/VL.1998.706159', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"VIQING: Visual Interactive Querying [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/VL.1998.706159\"\n     onclick=\"log_download('olston-stonebraker-aiken-hellerstein-viqingvisualinteractivequerying-1998', 'http://doi.org/10.1109/VL.1998.706159', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/olston-stonebraker-aiken-hellerstein-viqingvisualinteractivequerying-1998\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('olston-stonebraker-aiken-hellerstein-viqingvisualinteractivequerying-1998')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/vl/OlstonSAH98,\n  author       = {Chris Olston and\n                  Michael Stonebraker and\n                  Alexander Aiken and\n                  Joseph M. Hellerstein},\n  title        = {{VIQING:} Visual Interactive Querying},\n  booktitle    = {Proceedings 1998 {IEEE} Symposium on Visual Languages, Nova Scotia,\n                  Canada, September 1-4, 1998},\n  pages        = {162--169},\n  year         = {1998},\n  crossref     = {DBLP:conf/vl/1998},\n  url          = {https://doi.org/10.1109/VL.1998.706159},\n  doi          = {10.1109/VL.1998.706159},\n  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/vl/OlstonSAH98.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"stonebraker-hellerstein-readingsindatabasesystemsthirdedition-1998\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Readings in Database Systems, Third Edition.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Stonebraker, M.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>,\n  editors.\n  \n</span>\n\n  \n\n</span>\n\n  Morgan Kaufmann,  1998.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/stonebraker-hellerstein-readingsindatabasesystemsthirdedition-1998\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('stonebraker-hellerstein-readingsindatabasesystemsthirdedition-1998')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@book{DBLP:books/mk/Stonebraker98,\n  editor       = {Michael Stonebraker and\n                  Joseph M. Hellerstein},\n  title        = {Readings in Database Systems, Third Edition},\n  publisher    = {Morgan Kaufmann},\n  year         = {1998},\n  isbn         = {1-55860-523-1},\n  timestamp    = {Thu, 03 Jan 2002 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/books/mk/Stonebraker98.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bernstein-brodie-ceri-dewitt-franklin-garciamolina-gray-held-etal-theasilomarreportondatabaseresearch-1998\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/abs/cs/9811013\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bernstein-brodie-ceri-dewitt-franklin-garciamolina-gray-held-etal-theasilomarreportondatabaseresearch-1998', 'https://arxiv.org/abs/cs/9811013', event);\">\n    The Asilomar Report on Database Research.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bernstein, P. A.; Brodie, M. L.; Ceri, S.; DeWitt, D. J.; Franklin, M. J.; Garcia-Molina, H.; Gray, J.; Held, G.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Jagadish, H. V.; Lesk, M.; Maier, D.; Naughton, J. F.; Pirahesh, H.; Stonebraker, M.;  and Ullman, J. D.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, cs.DB/9811013.  1998.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/abs/cs/9811013\"\n     onclick=\"log_download('bernstein-brodie-ceri-dewitt-franklin-garciamolina-gray-held-etal-theasilomarreportondatabaseresearch-1998', 'https://arxiv.org/abs/cs/9811013', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The Asilomar Report on Database Research [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bernstein-brodie-ceri-dewitt-franklin-garciamolina-gray-held-etal-theasilomarreportondatabaseresearch-1998\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bernstein-brodie-ceri-dewitt-franklin-garciamolina-gray-held-etal-theasilomarreportondatabaseresearch-1998')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/cs-DB-9811013,\n  author       = {Philip A. Bernstein and\n                  Michael L. Brodie and\n                  Stefano Ceri and\n                  David J. DeWitt and\n                  Michael J. Franklin and\n                  Hector Garcia{-}Molina and\n                  Jim Gray and\n                  Gerald Held and\n                  Joseph M. Hellerstein and\n                  H. V. Jagadish and\n                  Michael Lesk and\n                  David Maier and\n                  Jeffrey F. Naughton and\n                  Hamid Pirahesh and\n                  Michael Stonebraker and\n                  Jeffrey D. Ullman},\n  title        = {The Asilomar Report on Database Research},\n  journal      = {CoRR},\n  volume       = {cs.DB/9811013},\n  year         = {1998},\n  url          = {https://arxiv.org/abs/cs/9811013},\n  timestamp    = {Fri, 10 Jan 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/cs-DB-9811013.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_1997\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_1997')\"\n      onkeypress=\"toggleGroup('group_1997')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>1997</span>\n      <span class=\"bibbase_group_count\">\n        \n        (8)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"hellerstein-onlineprocessingredux-1997\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://sites.computer.org/debull/97SEP-CD.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-onlineprocessingredux-1997', 'http://sites.computer.org/debull/97SEP-CD.pdf', event);\">\n    Online Processing Redux.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Data Eng. Bull.</i>, 20(3): 20–29.  1997.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://sites.computer.org/debull/97SEP-CD.pdf\"\n     onclick=\"log_download('hellerstein-onlineprocessingredux-1997', 'http://sites.computer.org/debull/97SEP-CD.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Online Processing Redux [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-onlineprocessingredux-1997\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-onlineprocessingredux-1997')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/debu/Hellerstein97,\n  author       = {Joseph M. Hellerstein},\n  title        = {Online Processing Redux},\n  journal      = {{IEEE} Data Eng. Bull.},\n  volume       = {20},\n  number       = {3},\n  pages        = {20--29},\n  year         = {1997},\n  url          = {http://sites.computer.org/debull/97SEP-CD.pdf},\n  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/debu/Hellerstein97.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-letterfromthespecialissueeditor-1997\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://sites.computer.org/debull/97DEC-CD.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-letterfromthespecialissueeditor-1997', 'http://sites.computer.org/debull/97DEC-CD.pdf', event);\">\n    Letter from the Special Issue Editor.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Data Eng. Bull.</i>, 20(4): 2.  1997.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://sites.computer.org/debull/97DEC-CD.pdf\"\n     onclick=\"log_download('hellerstein-letterfromthespecialissueeditor-1997', 'http://sites.computer.org/debull/97DEC-CD.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Letter from the Special Issue Editor [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-letterfromthespecialissueeditor-1997\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-letterfromthespecialissueeditor-1997')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/debu/Hellerstein97a,\n  author       = {Joseph M. Hellerstein},\n  title        = {Letter from the Special Issue Editor},\n  journal      = {{IEEE} Data Eng. Bull.},\n  volume       = {20},\n  number       = {4},\n  pages        = {2},\n  year         = {1997},\n  url          = {http://sites.computer.org/debull/97DEC-CD.pdf},\n  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/debu/Hellerstein97a.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"barbar-dumouchel-faloutsos-haas-hellerstein-ioannidis-jagadish-johnson-etal-thenewjerseydatareductionreport-1997\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://sites.computer.org/debull/97DEC-CD.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'barbar-dumouchel-faloutsos-haas-hellerstein-ioannidis-jagadish-johnson-etal-thenewjerseydatareductionreport-1997', 'http://sites.computer.org/debull/97DEC-CD.pdf', event);\">\n    The New Jersey Data Reduction Report.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Barbará, D.; DuMouchel, W.; <a class=\"bibbase author link\" href=\"https://www.cs.cmu.edu/~christos/dblp-faloutsos.html\">Faloutsos, C.</a>; Haas, P. J.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Ioannidis, Y. E.; Jagadish, H. V.; Johnson, T.; Ng, R. T.; Poosala, V.; Ross, K. A.;  and Sevcik, K. C.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Data Eng. Bull.</i>, 20(4): 3–45.  1997.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://sites.computer.org/debull/97DEC-CD.pdf\"\n     onclick=\"log_download('barbar-dumouchel-faloutsos-haas-hellerstein-ioannidis-jagadish-johnson-etal-thenewjerseydatareductionreport-1997', 'http://sites.computer.org/debull/97DEC-CD.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"The New Jersey Data Reduction Report [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/barbar-dumouchel-faloutsos-haas-hellerstein-ioannidis-jagadish-johnson-etal-thenewjerseydatareductionreport-1997\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('barbar-dumouchel-faloutsos-haas-hellerstein-ioannidis-jagadish-johnson-etal-thenewjerseydatareductionreport-1997')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/debu/BarbaraDFHHIJJNPRS97,\n  author       = {Daniel Barbar{\\&#x27;{a}} and\n                  William DuMouchel and\n                  Christos Faloutsos and\n                  Peter J. Haas and\n                  Joseph M. Hellerstein and\n                  Yannis E. Ioannidis and\n                  H. V. Jagadish and\n                  Theodore Johnson and\n                  Raymond T. Ng and\n                  Viswanath Poosala and\n                  Kenneth A. Ross and\n                  Kenneth C. Sevcik},\n  title        = {The New Jersey Data Reduction Report},\n  journal      = {{IEEE} Data Eng. Bull.},\n  volume       = {20},\n  number       = {4},\n  pages        = {3--45},\n  year         = {1997},\n  url          = {http://sites.computer.org/debull/97DEC-CD.pdf},\n  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/debu/BarbaraDFHHIJJNPRS97.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-towardsacrystalballfordataretrieval-1997\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Towards a Crystal Ball for Data Retrieval.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Next Generation Information Technologies and Systems (NGITS '97), Third International Workshop, Neve Ilan, Israel, June 30 - July 3, 1997</i>,  1997. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-towardsacrystalballfordataretrieval-1997\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-towardsacrystalballfordataretrieval-1997')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/ngits/Hellerstein97,\n  author       = {Joseph M. Hellerstein},\n  title        = {Towards a Crystal Ball for Data Retrieval},\n  booktitle    = {Next Generation Information Technologies and Systems {(NGITS} &#x27;97),\n                  Third International Workshop, Neve Ilan, Israel, June 30 - July 3,\n                  1997},\n  year         = {1997},\n  crossref     = {DBLP:conf/ngits/1997},\n  timestamp    = {Wed, 07 Aug 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/ngits/Hellerstein97.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-koutsoupias-papadimitriou-ontheanalysisofindexingschemes-1997\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/263661.263688\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-koutsoupias-papadimitriou-ontheanalysisofindexingschemes-1997', 'https://doi.org/10.1145/263661.263688', event);\">\n    On the Analysis of Indexing Schemes.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Koutsoupias, E.;  and Papadimitriou, C. H.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Sixteenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, May 12-14, 1997, Tucson, Arizona, USA</i>, pages 249–256,  1997. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/263661.263688\"\n     onclick=\"log_download('hellerstein-koutsoupias-papadimitriou-ontheanalysisofindexingschemes-1997', 'https://doi.org/10.1145/263661.263688', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"On the Analysis of Indexing Schemes [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/263661.263688\"\n     onclick=\"log_download('hellerstein-koutsoupias-papadimitriou-ontheanalysisofindexingschemes-1997', 'http://doi.org/10.1145/263661.263688', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-koutsoupias-papadimitriou-ontheanalysisofindexingschemes-1997\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-koutsoupias-papadimitriou-ontheanalysisofindexingschemes-1997')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/pods/HellersteinKP97,\n  author       = {Joseph M. Hellerstein and\n                  Elias Koutsoupias and\n                  Christos H. Papadimitriou},\n  title        = {On the Analysis of Indexing Schemes},\n  booktitle    = {Proceedings of the Sixteenth {ACM} {SIGACT-SIGMOD-SIGART} Symposium\n                  on Principles of Database Systems, May 12-14, 1997, Tucson, Arizona,\n                  {USA}},\n  pages        = {249--256},\n  year         = {1997},\n  crossref     = {DBLP:conf/pods/97},\n  url          = {https://doi.org/10.1145/263661.263688},\n  doi          = {10.1145/263661.263688},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/pods/HellersteinKP97.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kornacker-mohan-hellerstein-concurrencyandrecoveryingeneralizedsearchtrees-1997\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/253260.253272\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'kornacker-mohan-hellerstein-concurrencyandrecoveryingeneralizedsearchtrees-1997', 'https://doi.org/10.1145/253260.253272', event);\">\n    Concurrency and Recovery in Generalized Search Trees.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Kornacker, M.; Mohan, C.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>SIGMOD 1997, Proceedings ACM SIGMOD International Conference on Management of Data, May 13-15, 1997, Tucson, Arizona, USA</i>, pages 62–72,  1997. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/253260.253272\"\n     onclick=\"log_download('kornacker-mohan-hellerstein-concurrencyandrecoveryingeneralizedsearchtrees-1997', 'https://doi.org/10.1145/253260.253272', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Concurrency and Recovery in Generalized Search Trees [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/253260.253272\"\n     onclick=\"log_download('kornacker-mohan-hellerstein-concurrencyandrecoveryingeneralizedsearchtrees-1997', 'http://doi.org/10.1145/253260.253272', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kornacker-mohan-hellerstein-concurrencyandrecoveryingeneralizedsearchtrees-1997\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('kornacker-mohan-hellerstein-concurrencyandrecoveryingeneralizedsearchtrees-1997')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/KornackerMH97,\n  author       = {Marcel Kornacker and\n                  C. Mohan and\n                  Joseph M. Hellerstein},\n  title        = {Concurrency and Recovery in Generalized Search Trees},\n  booktitle    = {{SIGMOD} 1997, Proceedings {ACM} {SIGMOD} International Conference\n                  on Management of Data, May 13-15, 1997, Tucson, Arizona, {USA}},\n  pages        = {62--72},\n  year         = {1997},\n  crossref     = {DBLP:conf/sigmod/97},\n  url          = {https://doi.org/10.1145/253260.253272},\n  doi          = {10.1145/253260.253272},\n  timestamp    = {Mon, 14 Jun 2021 15:39:36 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/KornackerMH97.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-haas-wang-onlineaggregation-1997\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/253260.253291\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-haas-wang-onlineaggregation-1997', 'https://doi.org/10.1145/253260.253291', event);\">\n    Online Aggregation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Haas, P. J.;  and Wang, H. J.\n</span>\n\n  \n\n</span>\n\n  In <i>SIGMOD 1997, Proceedings ACM SIGMOD International Conference on Management of Data, May 13-15, 1997, Tucson, Arizona, USA</i>, pages 171–182,  1997. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/253260.253291\"\n     onclick=\"log_download('hellerstein-haas-wang-onlineaggregation-1997', 'https://doi.org/10.1145/253260.253291', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Online Aggregation [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/253260.253291\"\n     onclick=\"log_download('hellerstein-haas-wang-onlineaggregation-1997', 'http://doi.org/10.1145/253260.253291', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-haas-wang-onlineaggregation-1997\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-haas-wang-onlineaggregation-1997')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/HellersteinHW97,\n  author       = {Joseph M. Hellerstein and\n                  Peter J. Haas and\n                  Helen J. Wang},\n  title        = {Online Aggregation},\n  booktitle    = {{SIGMOD} 1997, Proceedings {ACM} {SIGMOD} International Conference\n                  on Management of Data, May 13-15, 1997, Tucson, Arizona, {USA}},\n  pages        = {171--182},\n  year         = {1997},\n  crossref     = {DBLP:conf/sigmod/97},\n  url          = {https://doi.org/10.1145/253260.253291},\n  doi          = {10.1145/253260.253291},\n  timestamp    = {Sat, 31 Jul 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/HellersteinHW97.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"arpacidusseau-arpacidusseau-culler-hellerstein-patterson-highperformancesortingonnetworksofworkstations-1997\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/253260.253322\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'arpacidusseau-arpacidusseau-culler-hellerstein-patterson-highperformancesortingonnetworksofworkstations-1997', 'https://doi.org/10.1145/253260.253322', event);\">\n    High-Performance Sorting on Networks of Workstations.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Arpaci-Dusseau, A. C.; Arpaci-Dusseau, R. H.; Culler, D. E.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Patterson, D. A.\n</span>\n\n  \n\n</span>\n\n  In <i>SIGMOD 1997, Proceedings ACM SIGMOD International Conference on Management of Data, May 13-15, 1997, Tucson, Arizona, USA</i>, pages 243–254,  1997. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/253260.253322\"\n     onclick=\"log_download('arpacidusseau-arpacidusseau-culler-hellerstein-patterson-highperformancesortingonnetworksofworkstations-1997', 'https://doi.org/10.1145/253260.253322', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"High-Performance Sorting on Networks of Workstations [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/253260.253322\"\n     onclick=\"log_download('arpacidusseau-arpacidusseau-culler-hellerstein-patterson-highperformancesortingonnetworksofworkstations-1997', 'http://doi.org/10.1145/253260.253322', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/arpacidusseau-arpacidusseau-culler-hellerstein-patterson-highperformancesortingonnetworksofworkstations-1997\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('arpacidusseau-arpacidusseau-culler-hellerstein-patterson-highperformancesortingonnetworksofworkstations-1997')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/Arpaci-DusseauACHP97,\n  author       = {Andrea C. Arpaci{-}Dusseau and\n                  Remzi H. Arpaci{-}Dusseau and\n                  David E. Culler and\n                  Joseph M. Hellerstein and\n                  David A. Patterson},\n  title        = {High-Performance Sorting on Networks of Workstations},\n  booktitle    = {{SIGMOD} 1997, Proceedings {ACM} {SIGMOD} International Conference\n                  on Management of Data, May 13-15, 1997, Tucson, Arizona, {USA}},\n  pages        = {243--254},\n  year         = {1997},\n  crossref     = {DBLP:conf/sigmod/97},\n  url          = {https://doi.org/10.1145/253260.253322},\n  doi          = {10.1145/253260.253322},\n  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/Arpaci-DusseauACHP97.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_1996\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_1996')\"\n      onkeypress=\"toggleGroup('group_1996')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>1996</span>\n      <span class=\"bibbase_group_count\">\n        \n        (3)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"hellerstein-letterfromthespecialissueeditor-1996\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://sites.computer.org/debull/96DEC-CD.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-letterfromthespecialissueeditor-1996', 'http://sites.computer.org/debull/96DEC-CD.pdf', event);\">\n    Letter from the Special Issue Editor.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Data Eng. Bull.</i>, 19(4): 2.  1996.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://sites.computer.org/debull/96DEC-CD.pdf\"\n     onclick=\"log_download('hellerstein-letterfromthespecialissueeditor-1996', 'http://sites.computer.org/debull/96DEC-CD.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Letter from the Special Issue Editor [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-letterfromthespecialissueeditor-1996\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-letterfromthespecialissueeditor-1996')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/debu/Hellerstein96,\n  author       = {Joseph M. Hellerstein},\n  title        = {Letter from the Special Issue Editor},\n  journal      = {{IEEE} Data Eng. Bull.},\n  volume       = {19},\n  number       = {4},\n  pages        = {2},\n  year         = {1996},\n  url          = {http://sites.computer.org/debull/96DEC-CD.pdf},\n  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/debu/Hellerstein96.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-naughton-queryexecutiontechniquesforcachingexpensivemethods-1996\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/233269.233359\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-naughton-queryexecutiontechniquesforcachingexpensivemethods-1996', 'https://doi.org/10.1145/233269.233359', event);\">\n    Query Execution Techniques for Caching Expensive Methods.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Naughton, J. F.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 1996 ACM SIGMOD International Conference on Management of Data, Montreal, Quebec, Canada, June 4-6, 1996</i>, pages 423–434,  1996. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/233269.233359\"\n     onclick=\"log_download('hellerstein-naughton-queryexecutiontechniquesforcachingexpensivemethods-1996', 'https://doi.org/10.1145/233269.233359', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Query Execution Techniques for Caching Expensive Methods [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/233269.233359\"\n     onclick=\"log_download('hellerstein-naughton-queryexecutiontechniquesforcachingexpensivemethods-1996', 'http://doi.org/10.1145/233269.233359', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-naughton-queryexecutiontechniquesforcachingexpensivemethods-1996\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-naughton-queryexecutiontechniquesforcachingexpensivemethods-1996')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/HellersteinN96,\n  author       = {Joseph M. Hellerstein and\n                  Jeffrey F. Naughton},\n  title        = {Query Execution Techniques for Caching Expensive Methods},\n  booktitle    = {Proceedings of the 1996 {ACM} {SIGMOD} International Conference on\n                  Management of Data, Montreal, Quebec, Canada, June 4-6, 1996},\n  pages        = {423--434},\n  year         = {1996},\n  crossref     = {DBLP:conf/sigmod/96},\n  url          = {https://doi.org/10.1145/233269.233359},\n  doi          = {10.1145/233269.233359},\n  timestamp    = {Tue, 16 Aug 2022 23:04:20 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/HellersteinN96.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"seshadri-hellerstein-pirahesh-leung-ramakrishnan-srivastava-stuckey-sudarshan-costbasedoptimizationformagicalgebraandimplementation-1996\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/233269.233360\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'seshadri-hellerstein-pirahesh-leung-ramakrishnan-srivastava-stuckey-sudarshan-costbasedoptimizationformagicalgebraandimplementation-1996', 'https://doi.org/10.1145/233269.233360', event);\">\n    Cost-Based Optimization for Magic: Algebra and Implementation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Seshadri, P.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Pirahesh, H.; Leung, T. Y. C.; Ramakrishnan, R.; Srivastava, D.; Stuckey, P. J.;  and Sudarshan, S.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 1996 ACM SIGMOD International Conference on Management of Data, Montreal, Quebec, Canada, June 4-6, 1996</i>, pages 435–446,  1996. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/233269.233360\"\n     onclick=\"log_download('seshadri-hellerstein-pirahesh-leung-ramakrishnan-srivastava-stuckey-sudarshan-costbasedoptimizationformagicalgebraandimplementation-1996', 'https://doi.org/10.1145/233269.233360', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Cost-Based Optimization for Magic: Algebra and Implementation [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/233269.233360\"\n     onclick=\"log_download('seshadri-hellerstein-pirahesh-leung-ramakrishnan-srivastava-stuckey-sudarshan-costbasedoptimizationformagicalgebraandimplementation-1996', 'http://doi.org/10.1145/233269.233360', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/seshadri-hellerstein-pirahesh-leung-ramakrishnan-srivastava-stuckey-sudarshan-costbasedoptimizationformagicalgebraandimplementation-1996\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('seshadri-hellerstein-pirahesh-leung-ramakrishnan-srivastava-stuckey-sudarshan-costbasedoptimizationformagicalgebraandimplementation-1996')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/SeshadriHPLRSSS96,\n  author       = {Praveen Seshadri and\n                  Joseph M. Hellerstein and\n                  Hamid Pirahesh and\n                  T. Y. Cliff Leung and\n                  Raghu Ramakrishnan and\n                  Divesh Srivastava and\n                  Peter J. Stuckey and\n                  S. Sudarshan},\n  title        = {Cost-Based Optimization for Magic: Algebra and Implementation},\n  booktitle    = {Proceedings of the 1996 {ACM} {SIGMOD} International Conference on\n                  Management of Data, Montreal, Quebec, Canada, June 4-6, 1996},\n  pages        = {435--446},\n  year         = {1996},\n  crossref     = {DBLP:conf/sigmod/96},\n  url          = {https://doi.org/10.1145/233269.233360},\n  doi          = {10.1145/233269.233360},\n  timestamp    = {Mon, 21 Jun 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/SeshadriHPLRSSS96.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_1995\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_1995')\"\n      onkeypress=\"toggleGroup('group_1995')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>1995</span>\n      <span class=\"bibbase_group_count\">\n        \n        (3)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"hellerstein-optimizationandexecutiontechniquesforquerieswithexpensivemethods-1995\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Optimization and Execution Techniques for Queries With Expensive Methods.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  Ph.D. Thesis, University of Wisconsin-Madison, WI, USA,  1995.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-optimizationandexecutiontechniquesforquerieswithexpensivemethods-1995\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-optimizationandexecutiontechniquesforquerieswithexpensivemethods-1995')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@phdthesis{DBLP:phd/Hellerstein95,\n  author       = {Joseph M. Hellerstein},\n  title        = {Optimization and Execution Techniques for Queries With Expensive Methods},\n  school       = {University of Wisconsin-Madison, WI, {USA}},\n  year         = {1995},\n  timestamp    = {Wed, 10 Jul 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/phd/Hellerstein95.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"aiken-hellerstein-widom-staticanalysistechniquesforpredictingthebehaviorofactivedatabaserules-1995\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/202106.202107\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'aiken-hellerstein-widom-staticanalysistechniquesforpredictingthebehaviorofactivedatabaserules-1995', 'https://doi.org/10.1145/202106.202107', event);\">\n    Static Analysis Techniques for Predicting the Behavior of Active Database Rules.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Aiken, A.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Widom, J.\n</span>\n\n  \n\n</span>\n\n  <i>ACM Trans. Database Syst.</i>, 20(1): 3–41.  1995.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/202106.202107\"\n     onclick=\"log_download('aiken-hellerstein-widom-staticanalysistechniquesforpredictingthebehaviorofactivedatabaserules-1995', 'https://doi.org/10.1145/202106.202107', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Static Analysis Techniques for Predicting the Behavior of Active Database Rules [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/202106.202107\"\n     onclick=\"log_download('aiken-hellerstein-widom-staticanalysistechniquesforpredictingthebehaviorofactivedatabaserules-1995', 'http://doi.org/10.1145/202106.202107', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/aiken-hellerstein-widom-staticanalysistechniquesforpredictingthebehaviorofactivedatabaserules-1995\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('aiken-hellerstein-widom-staticanalysistechniquesforpredictingthebehaviorofactivedatabaserules-1995')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/tods/AikenHW95,\n  author       = {Alexander Aiken and\n                  Joseph M. Hellerstein and\n                  Jennifer Widom},\n  title        = {Static Analysis Techniques for Predicting the Behavior of Active Database\n                  Rules},\n  journal      = {{ACM} Trans. Database Syst.},\n  volume       = {20},\n  number       = {1},\n  pages        = {3--41},\n  year         = {1995},\n  url          = {https://doi.org/10.1145/202106.202107},\n  doi          = {10.1145/202106.202107},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tods/AikenHW95.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hellerstein-naughton-pfeffer-generalizedsearchtreesfordatabasesystems-1995\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.vldb.org/conf/1995/P562.PDF\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-naughton-pfeffer-generalizedsearchtreesfordatabasesystems-1995', 'http://www.vldb.org/conf/1995/P562.PDF', event);\">\n    Generalized Search Trees for Database Systems.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>; Naughton, J. F.;  and Pfeffer, A.\n</span>\n\n  \n\n</span>\n\n  In <i>VLDB'95, Proceedings of 21th International Conference on Very Large Data Bases, September 11-15, 1995, Zurich, Switzerland</i>, pages 562–573,  1995. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.vldb.org/conf/1995/P562.PDF\"\n     onclick=\"log_download('hellerstein-naughton-pfeffer-generalizedsearchtreesfordatabasesystems-1995', 'http://www.vldb.org/conf/1995/P562.PDF', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Generalized Search Trees for Database Systems [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-naughton-pfeffer-generalizedsearchtreesfordatabasesystems-1995\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-naughton-pfeffer-generalizedsearchtreesfordatabasesystems-1995')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/vldb/HellersteinNP95,\n  author       = {Joseph M. Hellerstein and\n                  Jeffrey F. Naughton and\n                  Avi Pfeffer},\n  title        = {Generalized Search Trees for Database Systems},\n  booktitle    = {VLDB&#x27;95, Proceedings of 21th International Conference on Very Large\n                  Data Bases, September 11-15, 1995, Zurich, Switzerland},\n  pages        = {562--573},\n  year         = {1995},\n  crossref     = {DBLP:conf/vldb/95},\n  url          = {http://www.vldb.org/conf/1995/P562.PDF},\n  timestamp    = {Tue, 20 Feb 2018 15:19:44 +0100},\n  biburl       = {https://dblp.org/rec/conf/vldb/HellersteinNP95.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_1994\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_1994')\"\n      onkeypress=\"toggleGroup('group_1994')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>1994</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"hellerstein-practicalpredicateplacement-1994\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/191839.191904\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-practicalpredicateplacement-1994', 'https://doi.org/10.1145/191839.191904', event);\">\n    Practical Predicate Placement.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 1994 ACM SIGMOD International Conference on Management of Data, Minneapolis, Minnesota, USA, May 24-27, 1994</i>, pages 325–335,  1994. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/191839.191904\"\n     onclick=\"log_download('hellerstein-practicalpredicateplacement-1994', 'https://doi.org/10.1145/191839.191904', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Practical Predicate Placement [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/191839.191904\"\n     onclick=\"log_download('hellerstein-practicalpredicateplacement-1994', 'http://doi.org/10.1145/191839.191904', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-practicalpredicateplacement-1994\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-practicalpredicateplacement-1994')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/Hellerstein94,\n  author       = {Joseph M. Hellerstein},\n  title        = {Practical Predicate Placement},\n  booktitle    = {Proceedings of the 1994 {ACM} {SIGMOD} International Conference on\n                  Management of Data, Minneapolis, Minnesota, USA, May 24-27, 1994},\n  pages        = {325--335},\n  year         = {1994},\n  crossref     = {DBLP:conf/sigmod/94},\n  url          = {https://doi.org/10.1145/191839.191904},\n  doi          = {10.1145/191839.191904},\n  timestamp    = {Tue, 16 Aug 2022 23:04:20 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/Hellerstein94.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_1993\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_1993')\"\n      onkeypress=\"toggleGroup('group_1993')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>1993</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"hellerstein-stonebraker-predicatemigrationoptimizingquerieswithexpensivepredicates-1993\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/170035.170078\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hellerstein-stonebraker-predicatemigrationoptimizingquerieswithexpensivepredicates-1993', 'https://doi.org/10.1145/170035.170078', event);\">\n    Predicate Migration: Optimizing Queries with Expensive Predicates.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Stonebraker, M.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 1993 ACM SIGMOD International Conference on Management of Data, Washington, DC, USA, May 26-28, 1993</i>, pages 267–276,  1993. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/170035.170078\"\n     onclick=\"log_download('hellerstein-stonebraker-predicatemigrationoptimizingquerieswithexpensivepredicates-1993', 'https://doi.org/10.1145/170035.170078', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Predicate Migration: Optimizing Queries with Expensive Predicates [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/170035.170078\"\n     onclick=\"log_download('hellerstein-stonebraker-predicatemigrationoptimizingquerieswithexpensivepredicates-1993', 'http://doi.org/10.1145/170035.170078', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hellerstein-stonebraker-predicatemigrationoptimizingquerieswithexpensivepredicates-1993\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hellerstein-stonebraker-predicatemigrationoptimizingquerieswithexpensivepredicates-1993')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/HellersteinS93,\n  author       = {Joseph M. Hellerstein and\n                  Michael Stonebraker},\n  title        = {Predicate Migration: Optimizing Queries with Expensive Predicates},\n  booktitle    = {Proceedings of the 1993 {ACM} {SIGMOD} International Conference on\n                  Management of Data, Washington, DC, USA, May 26-28, 1993},\n  pages        = {267--276},\n  year         = {1993},\n  crossref     = {DBLP:conf/sigmod/93},\n  url          = {https://doi.org/10.1145/170035.170078},\n  doi          = {10.1145/170035.170078},\n  timestamp    = {Thu, 11 Mar 2021 15:20:15 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/HellersteinS93.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_1992\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_1992')\"\n      onkeypress=\"toggleGroup('group_1992')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>1992</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"pirahesh-hellerstein-hasan-extensiblerulebasedqueryrewriteoptimizationinstarburst-1992\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/130283.130294\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'pirahesh-hellerstein-hasan-extensiblerulebasedqueryrewriteoptimizationinstarburst-1992', 'https://doi.org/10.1145/130283.130294', event);\">\n    Extensible/Rule Based Query Rewrite Optimization in Starburst.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Pirahesh, H.; <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>;  and Hasan, W.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 1992 ACM SIGMOD International Conference on Management of Data, San Diego, California, USA, June 2-5, 1992</i>, pages 39–48,  1992. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/130283.130294\"\n     onclick=\"log_download('pirahesh-hellerstein-hasan-extensiblerulebasedqueryrewriteoptimizationinstarburst-1992', 'https://doi.org/10.1145/130283.130294', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Extensible/Rule Based Query Rewrite Optimization in Starburst [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/130283.130294\"\n     onclick=\"log_download('pirahesh-hellerstein-hasan-extensiblerulebasedqueryrewriteoptimizationinstarburst-1992', 'http://doi.org/10.1145/130283.130294', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/pirahesh-hellerstein-hasan-extensiblerulebasedqueryrewriteoptimizationinstarburst-1992\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('pirahesh-hellerstein-hasan-extensiblerulebasedqueryrewriteoptimizationinstarburst-1992')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/PiraheshHH92,\n  author       = {Hamid Pirahesh and\n                  Joseph M. Hellerstein and\n                  Waqar Hasan},\n  title        = {Extensible/Rule Based Query Rewrite Optimization in Starburst},\n  booktitle    = {Proceedings of the 1992 {ACM} {SIGMOD} International Conference on\n                  Management of Data, San Diego, California, USA, June 2-5, 1992},\n  pages        = {39--48},\n  year         = {1992},\n  crossref     = {DBLP:conf/sigmod/92},\n  url          = {https://doi.org/10.1145/130283.130294},\n  doi          = {10.1145/130283.130294},\n  timestamp    = {Mon, 21 Jun 2021 16:00:48 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/PiraheshHH92.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"aiken-widom-hellerstein-behaviorofdatabaseproductionrulesterminationconfluenceandobservabledeterminism-1992\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/130283.130296\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'aiken-widom-hellerstein-behaviorofdatabaseproductionrulesterminationconfluenceandobservabledeterminism-1992', 'https://doi.org/10.1145/130283.130296', event);\">\n    Behavior of Database Production Rules: Termination, Confluence, and Observable Determinism.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Aiken, A.; Widom, J.;  and <a class=\"bibbase author link\" href=\"https://dsf.berkeley.edu/jmh/\">Hellerstein, J. M.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 1992 ACM SIGMOD International Conference on Management of Data, San Diego, California, USA, June 2-5, 1992</i>, pages 59–68,  1992. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/130283.130296\"\n     onclick=\"log_download('aiken-widom-hellerstein-behaviorofdatabaseproductionrulesterminationconfluenceandobservabledeterminism-1992', 'https://doi.org/10.1145/130283.130296', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Behavior of Database Production Rules: Termination, Confluence, and Observable Determinism [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/130283.130296\"\n     onclick=\"log_download('aiken-widom-hellerstein-behaviorofdatabaseproductionrulesterminationconfluenceandobservabledeterminism-1992', 'http://doi.org/10.1145/130283.130296', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/aiken-widom-hellerstein-behaviorofdatabaseproductionrulesterminationconfluenceandobservabledeterminism-1992\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('aiken-widom-hellerstein-behaviorofdatabaseproductionrulesterminationconfluenceandobservabledeterminism-1992')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/sigmod/AikenWH92,\n  author       = {Alexander Aiken and\n                  Jennifer Widom and\n                  Joseph M. Hellerstein},\n  title        = {Behavior of Database Production Rules: Termination, Confluence, and\n                  Observable Determinism},\n  booktitle    = {Proceedings of the 1992 {ACM} {SIGMOD} International Conference on\n                  Management of Data, San Diego, California, USA, June 2-5, 1992},\n  pages        = {59--68},\n  year         = {1992},\n  crossref     = {DBLP:conf/sigmod/92},\n  url          = {https://doi.org/10.1145/130283.130296},\n  doi          = {10.1145/130283.130296},\n  timestamp    = {Mon, 21 Jun 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/AikenWH92.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n  </div>\n\n\n  <!-- Modal -->\n\n  <!-- <iframe id=\"bibbase_network_frame\" -->\n  <!--         src=\"//bibbase.org/network/control\" -->\n  <!--         style=\"display: none;\"> -->\n  <!-- </iframe> -->\n\n</div>\n"}; document.write(bibbase_data.data);