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\n \n 2024\n \n \n (3)\n \n \n

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\n \n\n \n \n \n \n \n \n The Rise of Diffusion Models in Time-Series Forecasting.\n \n \n \n \n\n\n \n Meijer, C.; and Chen, L. Y.\n\n\n \n\n\n\n CoRR, abs/2401.03006. 2024.\n \n\n\n\n
\n\n\n\n \n \n $\"The$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2401-03006,\n  author       = {Caspar Meijer and\n                  Lydia Y. Chen},\n  title        = {The Rise of Diffusion Models in Time-Series Forecasting},\n  journal      = {CoRR},\n  volume       = {abs/2401.03006},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2401.03006},\n  doi          = {10.48550/ARXIV.2401.03006},\n  eprinttype    = {arXiv},\n  eprint       = {2401.03006},\n  timestamp    = {Wed, 24 Jan 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2401-03006.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Quantifying and Mitigating Privacy Risks for Tabular Generative Models.\n \n \n \n \n\n\n \n Zhu, C.; Tang, J.; Brouwer, H.; Pérez, J. F.; van Dijk, M.; and Chen, L. Y.\n\n\n \n\n\n\n CoRR, abs/2403.07842. 2024.\n \n\n\n\n
\n\n\n\n \n \n $\"Quantifying$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2403-07842,\n  author       = {Chaoyi Zhu and\n                  Jiayi Tang and\n                  Hans Brouwer and\n                  Juan F. P{\\'{e}}rez and\n                  Marten van Dijk and\n                  Lydia Y. Chen},\n  title        = {Quantifying and Mitigating Privacy Risks for Tabular Generative Models},\n  journal      = {CoRR},\n  volume       = {abs/2403.07842},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2403.07842},\n  doi          = {10.48550/ARXIV.2403.07842},\n  eprinttype    = {arXiv},\n  eprint       = {2403.07842},\n  timestamp    = {Thu, 04 Apr 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-07842.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Duwak: Dual Watermarks in Large Language Models.\n \n \n \n \n\n\n \n Zhu, C.; Galjaard, J.; Chen, P.; and Chen, L. Y.\n\n\n \n\n\n\n CoRR, abs/2403.13000. 2024.\n \n\n\n\n
\n\n\n\n \n \n $\"Duwak:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2403-13000,\n  author       = {Chaoyi Zhu and\n                  Jeroen Galjaard and\n                  Pin{-}Yu Chen and\n                  Lydia Y. Chen},\n  title        = {Duwak: Dual Watermarks in Large Language Models},\n  journal      = {CoRR},\n  volume       = {abs/2403.13000},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2403.13000},\n  doi          = {10.48550/ARXIV.2403.13000},\n  eprinttype    = {arXiv},\n  eprint       = {2403.13000},\n  timestamp    = {Mon, 08 Apr 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-13000.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n 2023\n \n \n (16)\n \n \n

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\n \n\n \n \n \n \n \n \n Fast DRL-based scheduler configuration tuning for reducing tail latency in edge-cloud jobs.\n \n \n \n \n\n\n \n Wen, S.; Han, R.; Liu, C. H.; and Chen, L. Y.\n\n\n \n\n\n\n J. Cloud Comput., 12(1): 90. 2023.\n \n\n\n\n
\n\n\n\n \n \n $\"Fast$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/jcloudc/WenHLC23,\n  author       = {Shilin Wen and\n                  Rui Han and\n                  Chi Harold Liu and\n                  Lydia Y. Chen},\n  title        = {Fast DRL-based scheduler configuration tuning for reducing tail latency\n                  in edge-cloud jobs},\n  journal      = {J. Cloud Comput.},\n  volume       = {12},\n  number       = {1},\n  pages        = {90},\n  year         = {2023},\n  url          = {https://doi.org/10.1186/s13677-023-00465-z},\n  doi          = {10.1186/S13677-023-00465-Z},\n  timestamp    = {Sun, 25 Jun 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/jcloudc/WenHLC23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n GDTS: GAN-Based Distributed Tabular Synthesizer.\n \n \n \n \n\n\n \n Zhao, Z.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n In 16th IEEE International Conference on Cloud Computing, CLOUD 2023, Chicago, IL, USA, July 2-8, 2023, pages 570–576, 2023. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"GDTS:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/IEEEcloud/ZhaoBC23,\n  author       = {Zilong Zhao and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  title        = {{GDTS:} GAN-Based Distributed Tabular Synthesizer},\n  booktitle    = {16th {IEEE} International Conference on Cloud Computing, {CLOUD} 2023,\n                  Chicago, IL, USA, July 2-8, 2023},\n  pages        = {570--576},\n  publisher    = {{IEEE}},\n  year         = {2023},\n  url          = {https://doi.org/10.1109/CLOUD60044.2023.00078},\n  doi          = {10.1109/CLOUD60044.2023.00078},\n  timestamp    = {Fri, 29 Sep 2023 13:28:51 +0200},\n  biburl       = {https://dblp.org/rec/conf/IEEEcloud/ZhaoBC23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n FCT-GAN: Enhancing Global Correlation of Table Synthesis via Fourier Transform.\n \n \n \n \n\n\n \n Zhao, Z.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n In Frommholz, I.; Hopfgartner, F.; Lee, M.; Oakes, M.; Lalmas, M.; Zhang, M.; and Santos, R. L. T., editor(s), Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023, pages 4450–4454, 2023. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"FCT-GAN:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/cikm/0001BC23,\n  author       = {Zilong Zhao and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  editor       = {Ingo Frommholz and\n                  Frank Hopfgartner and\n                  Mark Lee and\n                  Michael Oakes and\n                  Mounia Lalmas and\n                  Min Zhang and\n                  Rodrygo L. T. Santos},\n  title        = {{FCT-GAN:} Enhancing Global Correlation of Table Synthesis via Fourier\n                  Transform},\n  booktitle    = {Proceedings of the 32nd {ACM} International Conference on Information\n                  and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,\n                  October 21-25, 2023},\n  pages        = {4450--4454},\n  publisher    = {{ACM}},\n  year         = {2023},\n  url          = {https://doi.org/10.1145/3583780.3615202},\n  doi          = {10.1145/3583780.3615202},\n  timestamp    = {Fri, 27 Oct 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cikm/0001BC23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Fabricated Flips: Poisoning Federated Learning without Data.\n \n \n \n \n\n\n \n Huang, J.; Zhao, Z.; Chen, L. Y.; and Roos, S.\n\n\n \n\n\n\n In 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Network, DSN 2023, Porto, Portugal, June 27-30, 2023, pages 274–287, 2023. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Fabricated$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/dsn/HuangZCR23,\n  author       = {Jiyue Huang and\n                  Zilong Zhao and\n                  Lydia Y. Chen and\n                  Stefanie Roos},\n  title        = {Fabricated Flips: Poisoning Federated Learning without Data},\n  booktitle    = {53rd Annual {IEEE/IFIP} International Conference on Dependable Systems\n                  and Network, {DSN} 2023, Porto, Portugal, June 27-30, 2023},\n  pages        = {274--287},\n  publisher    = {{IEEE}},\n  year         = {2023},\n  url          = {https://doi.org/10.1109/DSN58367.2023.00036},\n  doi          = {10.1109/DSN58367.2023.00036},\n  timestamp    = {Tue, 15 Aug 2023 11:43:57 +0200},\n  biburl       = {https://dblp.org/rec/conf/dsn/HuangZCR23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Defending Against Free-Riders Attacks in Distributed Generative Adversarial Networks.\n \n \n \n \n\n\n \n Zhao, Z.; Huang, J.; Chen, L. Y.; and Roos, S.\n\n\n \n\n\n\n In Baldimtsi, F.; and Cachin, C., editor(s), Financial Cryptography and Data Security - 27th International Conference, FC 2023, Bol, Brač, Croatia, May 1-5, 2023, Revised Selected Papers, Part II, volume 13951, of Lecture Notes in Computer Science, pages 200–217, 2023. Springer\n \n\n\n\n
\n\n\n\n \n \n $\"Defending$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/fc/ZhaoHCR23,\n  author       = {Zilong Zhao and\n                  Jiyue Huang and\n                  Lydia Y. Chen and\n                  Stefanie Roos},\n  editor       = {Foteini Baldimtsi and\n                  Christian Cachin},\n  title        = {Defending Against Free-Riders Attacks in Distributed Generative Adversarial\n                  Networks},\n  booktitle    = {Financial Cryptography and Data Security - 27th International Conference,\n                  {FC} 2023, Bol, Bra{\\v{c}}, Croatia, May 1-5, 2023, Revised Selected\n                  Papers, Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {13951},\n  pages        = {200--217},\n  publisher    = {Springer},\n  year         = {2023},\n  url          = {https://doi.org/10.1007/978-3-031-47751-5\\_12},\n  doi          = {10.1007/978-3-031-47751-5\\_12},\n  timestamp    = {Sun, 10 Dec 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/fc/ZhaoHCR23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n FedKNOW: Federated Continual Learning with Signature Task Knowledge Integration at Edge.\n \n \n \n \n\n\n \n Luopan, Y.; Han, R.; Zhang, Q.; Liu, C. H.; Wang, G.; and Chen, L. Y.\n\n\n \n\n\n\n In 39th IEEE International Conference on Data Engineering, ICDE 2023, Anaheim, CA, USA, April 3-7, 2023, pages 341–354, 2023. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"FedKNOW:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/icde/Luopan0ZLWC23,\n  author       = {Yaxin Luopan and\n                  Rui Han and\n                  Qinglong Zhang and\n                  Chi Harold Liu and\n                  Guoren Wang and\n                  Lydia Y. Chen},\n  title        = {FedKNOW: Federated Continual Learning with Signature Task Knowledge\n                  Integration at Edge},\n  booktitle    = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,\n                  Anaheim, CA, USA, April 3-7, 2023},\n  pages        = {341--354},\n  publisher    = {{IEEE}},\n  year         = {2023},\n  url          = {https://doi.org/10.1109/ICDE55515.2023.00033},\n  doi          = {10.1109/ICDE55515.2023.00033},\n  timestamp    = {Thu, 27 Jul 2023 14:59:05 +0200},\n  biburl       = {https://dblp.org/rec/conf/icde/Luopan0ZLWC23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n EdgeVisionBench: A Benchmark of Evolving Input Domains for Vision Applications at Edge.\n \n \n \n \n\n\n \n Zhang, Q.; Han, R.; Liu, C. H.; Wang, G.; and Chen, L. Y.\n\n\n \n\n\n\n In 39th IEEE International Conference on Data Engineering, ICDE 2023, Anaheim, CA, USA, April 3-7, 2023, pages 3643–3646, 2023. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"EdgeVisionBench:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/icde/Zhang0LWC23,\n  author       = {Qinglong Zhang and\n                  Rui Han and\n                  Chi Harold Liu and\n                  Guoren Wang and\n                  Lydia Y. Chen},\n  title        = {EdgeVisionBench: {A} Benchmark of Evolving Input Domains for Vision\n                  Applications at Edge},\n  booktitle    = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,\n                  Anaheim, CA, USA, April 3-7, 2023},\n  pages        = {3643--3646},\n  publisher    = {{IEEE}},\n  year         = {2023},\n  url          = {https://doi.org/10.1109/ICDE55515.2023.00288},\n  doi          = {10.1109/ICDE55515.2023.00288},\n  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icde/Zhang0LWC23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n LeadFL: Client Self-Defense against Model Poisoning in Federated Learning.\n \n \n \n \n\n\n \n Zhu, C.; Roos, S.; and Chen, L. Y.\n\n\n \n\n\n\n In Krause, A.; Brunskill, E.; Cho, K.; Engelhardt, B.; Sabato, S.; and Scarlett, J., editor(s), International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA, volume 202, of Proceedings of Machine Learning Research, pages 43158–43180, 2023. PMLR\n \n\n\n\n
\n\n\n\n \n \n $\"LeadFL:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/icml/ZhuRC23,\n  author       = {Chaoyi Zhu and\n                  Stefanie Roos and\n                  Lydia Y. Chen},\n  editor       = {Andreas Krause and\n                  Emma Brunskill and\n                  Kyunghyun Cho and\n                  Barbara Engelhardt and\n                  Sivan Sabato and\n                  Jonathan Scarlett},\n  title        = {LeadFL: Client Self-Defense against Model Poisoning in Federated Learning},\n  booktitle    = {International Conference on Machine Learning, {ICML} 2023, 23-29 July\n                  2023, Honolulu, Hawaii, {USA}},\n  series       = {Proceedings of Machine Learning Research},\n  volume       = {202},\n  pages        = {43158--43180},\n  publisher    = {{PMLR}},\n  year         = {2023},\n  url          = {https://proceedings.mlr.press/v202/zhu23j.html},\n  timestamp    = {Mon, 28 Aug 2023 17:23:08 +0200},\n  biburl       = {https://dblp.org/rec/conf/icml/ZhuRC23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Characterizing Distributed Machine Learning Workloads on Apache Spark: (Experimentation and Deployment Paper).\n \n \n \n \n\n\n \n Djebrouni, Y.; Rocha, I.; Bouchenak, S.; Chen, L. Y.; Felber, P.; Marangozova, V.; and Schiavoni, V.\n\n\n \n\n\n\n In Proceedings of the 24th International Middleware Conference, Middleware 2023, Bologna, Italy, December 11-15, 2023, pages 151–164, 2023. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"Characterizing$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/middleware/DjebrouniRBCFMS23,\n  author       = {Yasmine Djebrouni and\n                  Isabelly Rocha and\n                  Sara Bouchenak and\n                  Lydia Y. Chen and\n                  Pascal Felber and\n                  Vania Marangozova and\n                  Valerio Schiavoni},\n  title        = {Characterizing Distributed Machine Learning Workloads on Apache Spark:\n                  (Experimentation and Deployment Paper)},\n  booktitle    = {Proceedings of the 24th International Middleware Conference, Middleware\n                  2023, Bologna, Italy, December 11-15, 2023},\n  pages        = {151--164},\n  publisher    = {{ACM}},\n  year         = {2023},\n  url          = {https://doi.org/10.1145/3590140.3629112},\n  doi          = {10.1145/3590140.3629112},\n  timestamp    = {Sun, 10 Dec 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/middleware/DjebrouniRBCFMS23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Maverick Matters: Client Contribution and Selection in Federated Learning.\n \n \n \n \n\n\n \n Huang, J.; Hong, C.; Liu, Y.; Chen, L. Y.; and Roos, S.\n\n\n \n\n\n\n In Kashima, H.; Idé, T.; and Peng, W., editor(s), Advances in Knowledge Discovery and Data Mining - 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, Osaka, Japan, May 25-28, 2023, Proceedings, Part II, volume 13936, of Lecture Notes in Computer Science, pages 269–282, 2023. Springer\n \n\n\n\n
\n\n\n\n \n \n $\"Maverick$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/pakdd/HuangHLCR23,\n  author       = {Jiyue Huang and\n                  Chi Hong and\n                  Yang Liu and\n                  Lydia Y. Chen and\n                  Stefanie Roos},\n  editor       = {Hisashi Kashima and\n                  Tsuyoshi Id{\\'{e}} and\n                  Wen{-}Chih Peng},\n  title        = {Maverick Matters: Client Contribution and Selection in Federated Learning},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining - 27th Pacific-Asia\n                  Conference on Knowledge Discovery and Data Mining, {PAKDD} 2023, Osaka,\n                  Japan, May 25-28, 2023, Proceedings, Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {13936},\n  pages        = {269--282},\n  publisher    = {Springer},\n  year         = {2023},\n  url          = {https://doi.org/10.1007/978-3-031-33377-4\\_21},\n  doi          = {10.1007/978-3-031-33377-4\\_21},\n  timestamp    = {Tue, 12 Sep 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/HuangHLCR23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Exploring and Exploiting Data-Free Model Stealing.\n \n \n \n \n\n\n \n Hong, C.; Huang, J.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n In Koutra, D.; Plant, C.; Rodriguez, M. G.; Baralis, E.; and Bonchi, F., editor(s), Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part V, volume 14173, of Lecture Notes in Computer Science, pages 20–35, 2023. Springer\n \n\n\n\n
\n\n\n\n \n \n $\"Exploring$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/pkdd/HongHBC23,\n  author       = {Chi Hong and\n                  Jiyue Huang and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  editor       = {Danai Koutra and\n                  Claudia Plant and\n                  Manuel Gomez Rodriguez and\n                  Elena Baralis and\n                  Francesco Bonchi},\n  title        = {Exploring and Exploiting Data-Free Model Stealing},\n  booktitle    = {Machine Learning and Knowledge Discovery in Databases: Research Track\n                  - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September\n                  18-22, 2023, Proceedings, Part {V}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {14173},\n  pages        = {20--35},\n  publisher    = {Springer},\n  year         = {2023},\n  url          = {https://doi.org/10.1007/978-3-031-43424-2\\_2},\n  doi          = {10.1007/978-3-031-43424-2\\_2},\n  timestamp    = {Wed, 20 Sep 2023 23:28:47 +0200},\n  biburl       = {https://dblp.org/rec/conf/pkdd/HongHBC23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Robust Learning via Golden Symmetric Loss of (un)Trusted Labels.\n \n \n \n \n\n\n \n Ghiassi, A.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n In Shekhar, S.; Zhou, Z.; Chiang, Y.; and Stiglic, G., editor(s), Proceedings of the 2023 SIAM International Conference on Data Mining, SDM 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023, pages 568–576, 2023. SIAM\n \n\n\n\n
\n\n\n\n \n \n $\"Robust$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/sdm/GhiassiBC23,\n  author       = {Amirmasoud Ghiassi and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  editor       = {Shashi Shekhar and\n                  Zhi{-}Hua Zhou and\n                  Yao{-}Yi Chiang and\n                  Gregor Stiglic},\n  title        = {Robust Learning via Golden Symmetric Loss of (un)Trusted Labels},\n  booktitle    = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,\n                  {SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,\n                  2023},\n  pages        = {568--576},\n  publisher    = {{SIAM}},\n  year         = {2023},\n  url          = {https://doi.org/10.1137/1.9781611977653.ch64},\n  doi          = {10.1137/1.9781611977653.CH64},\n  timestamp    = {Tue, 17 Oct 2023 16:39:08 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/GhiassiBC23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n GTV: Generating Tabular Data via Vertical Federated Learning.\n \n \n \n \n\n\n \n Zhao, Z.; Wu, H.; van Moorsel, A.; and Chen, L. Y.\n\n\n \n\n\n\n CoRR, abs/2302.01706. 2023.\n \n\n\n\n
\n\n\n\n \n \n $\"GTV:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2302-01706,\n  author       = {Zilong Zhao and\n                  Han Wu and\n                  Aad van Moorsel and\n                  Lydia Y. Chen},\n  title        = {{GTV:} Generating Tabular Data via Vertical Federated Learning},\n  journal      = {CoRR},\n  volume       = {abs/2302.01706},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2302.01706},\n  doi          = {10.48550/ARXIV.2302.01706},\n  eprinttype    = {arXiv},\n  eprint       = {2302.01706},\n  timestamp    = {Fri, 10 Feb 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-01706.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n BatMan-CLR: Making Few-shots Meta-Learners Resilient Against Label Noise.\n \n \n \n \n\n\n \n Galjaard, J. M.; Birke, R.; Pérez, J. F.; and Chen, L. Y.\n\n\n \n\n\n\n CoRR, abs/2309.06046. 2023.\n \n\n\n\n
\n\n\n\n \n \n $\"BatMan-CLR:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2309-06046,\n  author       = {Jeroen M. Galjaard and\n                  Robert Birke and\n                  Juan F. P{\\'{e}}rez and\n                  Lydia Y. Chen},\n  title        = {BatMan-CLR: Making Few-shots Meta-Learners Resilient Against Label\n                  Noise},\n  journal      = {CoRR},\n  volume       = {abs/2309.06046},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2309.06046},\n  doi          = {10.48550/ARXIV.2309.06046},\n  eprinttype    = {arXiv},\n  eprint       = {2309.06046},\n  timestamp    = {Fri, 15 Sep 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-06046.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n TabuLa: Harnessing Language Models for Tabular Data Synthesis.\n \n \n \n \n\n\n \n Zhao, Z.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n CoRR, abs/2310.12746. 2023.\n \n\n\n\n
\n\n\n\n \n \n $\"TabuLa:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2310-12746,\n  author       = {Zilong Zhao and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  title        = {TabuLa: Harnessing Language Models for Tabular Data Synthesis},\n  journal      = {CoRR},\n  volume       = {abs/2310.12746},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2310.12746},\n  doi          = {10.48550/ARXIV.2310.12746},\n  eprinttype    = {arXiv},\n  eprint       = {2310.12746},\n  timestamp    = {Fri, 27 Oct 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-12746.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n CDGraph: Dual Conditional Social Graph Synthesizing via Diffusion Model.\n \n \n \n \n\n\n \n Tsai, J.; Teng, Y.; Yew, H. C.; Yang, D.; and Chen, L. Y.\n\n\n \n\n\n\n CoRR, abs/2311.01729. 2023.\n \n\n\n\n
\n\n\n\n \n \n $\"CDGraph:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2311-01729,\n  author       = {Jui{-}Yi Tsai and\n                  Ya{-}Wen Teng and\n                  Ho Chiok Yew and\n                  De{-}Nian Yang and\n                  Lydia Y. Chen},\n  title        = {CDGraph: Dual Conditional Social Graph Synthesizing via Diffusion\n                  Model},\n  journal      = {CoRR},\n  volume       = {abs/2311.01729},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2311.01729},\n  doi          = {10.48550/ARXIV.2311.01729},\n  eprinttype    = {arXiv},\n  eprint       = {2311.01729},\n  timestamp    = {Tue, 07 Nov 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2311-01729.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n 2022\n \n \n (26)\n \n \n

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\n \n\n \n \n \n \n \n \n Memory-aware and context-aware multi-DNN inference on the edge.\n \n \n \n \n\n\n \n Cox, B.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n Pervasive Mob. Comput., 83: 101594. 2022.\n \n\n\n\n
\n\n\n\n \n \n $\"Memory-aware$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/percom/CoxBC22,\n  author       = {Bart Cox and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  title        = {Memory-aware and context-aware multi-DNN inference on the edge},\n  journal      = {Pervasive Mob. Comput.},\n  volume       = {83},\n  pages        = {101594},\n  year         = {2022},\n  url          = {https://doi.org/10.1016/j.pmcj.2022.101594},\n  doi          = {10.1016/J.PMCJ.2022.101594},\n  timestamp    = {Wed, 27 Jul 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/percom/CoxBC22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Multiple Strategies Differential Privacy on Sparse Tensor Factorization for Network Traffic Analysis in 5G.\n \n \n \n \n\n\n \n Wang, J.; Han, H.; Li, H.; He, S.; Sharma, P. K.; and Chen, L. Y.\n\n\n \n\n\n\n IEEE Trans. Ind. Informatics, 18(3): 1939–1948. 2022.\n \n\n\n\n
\n\n\n\n \n \n $\"Multiple$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/tii/WangHLHSC22,\n  author       = {Jin Wang and\n                  Hui Han and\n                  Hao Li and\n                  Shiming He and\n                  Pradip Kumar Sharma and\n                  Lydia Y. Chen},\n  title        = {Multiple Strategies Differential Privacy on Sparse Tensor Factorization\n                  for Network Traffic Analysis in 5G},\n  journal      = {{IEEE} Trans. Ind. Informatics},\n  volume       = {18},\n  number       = {3},\n  pages        = {1939--1948},\n  year         = {2022},\n  url          = {https://doi.org/10.1109/TII.2021.3082576},\n  doi          = {10.1109/TII.2021.3082576},\n  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tii/WangHLHSC22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Lightweight and Accurate DNN-Based Anomaly Detection at Edge.\n \n \n \n \n\n\n \n Zhang, Q.; Han, R.; Xin, G.; Liu, C. H.; Wang, G.; and Chen, L. Y.\n\n\n \n\n\n\n IEEE Trans. Parallel Distributed Syst., 33(11): 2927–2942. 2022.\n \n\n\n\n
\n\n\n\n \n \n $\"Lightweight$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/tpds/ZhangHXLWC22,\n  author       = {Qinglong Zhang and\n                  Rui Han and\n                  Gaofeng Xin and\n                  Chi Harold Liu and\n                  Guoren Wang and\n                  Lydia Y. Chen},\n  title        = {Lightweight and Accurate DNN-Based Anomaly Detection at Edge},\n  journal      = {{IEEE} Trans. Parallel Distributed Syst.},\n  volume       = {33},\n  number       = {11},\n  pages        = {2927--2942},\n  year         = {2022},\n  url          = {https://doi.org/10.1109/TPDS.2021.3137631},\n  doi          = {10.1109/TPDS.2021.3137631},\n  timestamp    = {Mon, 13 Jun 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tpds/ZhangHXLWC22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Federated Learning With Heterogeneity-Aware Probabilistic Synchronous Parallel on Edge.\n \n \n \n \n\n\n \n Zhao, J.; Han, R.; Yang, Y.; Catterall, B.; Liu, C. H.; Chen, L. Y.; Mortier, R.; Crowcroft, J.; and Wang, L.\n\n\n \n\n\n\n IEEE Trans. Serv. Comput., 15(2): 614–626. 2022.\n \n\n\n\n
\n\n\n\n \n \n $\"Federated$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/tsc/ZhaoHYCLCMCW22,\n  author       = {Jianxin Zhao and\n                  Rui Han and\n                  Yongkai Yang and\n                  Benjamin Catterall and\n                  Chi Harold Liu and\n                  Lydia Y. Chen and\n                  Richard Mortier and\n                  Jon Crowcroft and\n                  Liang Wang},\n  title        = {Federated Learning With Heterogeneity-Aware Probabilistic Synchronous\n                  Parallel on Edge},\n  journal      = {{IEEE} Trans. Serv. Comput.},\n  volume       = {15},\n  number       = {2},\n  pages        = {614--626},\n  year         = {2022},\n  url          = {https://doi.org/10.1109/TSC.2021.3109910},\n  doi          = {10.1109/TSC.2021.3109910},\n  timestamp    = {Fri, 05 May 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tsc/ZhaoHYCLCMCW22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Trusted Loss Correction for Noisy Multi-Label Learning.\n \n \n \n \n\n\n \n Ghiassi, A.; Pene, C. O.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n In Balasubramanian, V. N.; and Tsang, I. W., editor(s), Asian Conference on Machine Learning, ACML 2022, 12-14 December 2022, Hyderabad, India, volume 189, of Proceedings of Machine Learning Research, pages 343–358, 2022. PMLR\n \n\n\n\n
\n\n\n\n \n \n $\"Trusted$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/acml/GhiassiPBC22,\n  author       = {Amirmasoud Ghiassi and\n                  Cosmin Octavian Pene and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  editor       = {Vineeth N. Balasubramanian and\n                  Ivor W. Tsang},\n  title        = {Trusted Loss Correction for Noisy Multi-Label Learning},\n  booktitle    = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December\n                  2022, Hyderabad, India},\n  series       = {Proceedings of Machine Learning Research},\n  volume       = {189},\n  pages        = {343--358},\n  publisher    = {{PMLR}},\n  year         = {2022},\n  url          = {https://proceedings.mlr.press/v189/ghiassi23a.html},\n  timestamp    = {Mon, 19 Jun 2023 15:52:13 +0200},\n  biburl       = {https://dblp.org/rec/conf/acml/GhiassiPBC22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Multi Label Loss Correction against Missing and Corrupted Labels.\n \n \n \n \n\n\n \n Ghiassi, A.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n In Balasubramanian, V. N.; and Tsang, I. W., editor(s), Asian Conference on Machine Learning, ACML 2022, 12-14 December 2022, Hyderabad, India, volume 189, of Proceedings of Machine Learning Research, pages 359–374, 2022. PMLR\n \n\n\n\n
\n\n\n\n \n \n $\"Multi$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/acml/GhiassiBC22,\n  author       = {Amirmasoud Ghiassi and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  editor       = {Vineeth N. Balasubramanian and\n                  Ivor W. Tsang},\n  title        = {Multi Label Loss Correction against Missing and Corrupted Labels},\n  booktitle    = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December\n                  2022, Hyderabad, India},\n  series       = {Proceedings of Machine Learning Research},\n  volume       = {189},\n  pages        = {359--374},\n  publisher    = {{PMLR}},\n  year         = {2022},\n  url          = {https://proceedings.mlr.press/v189/ghiassi23b.html},\n  timestamp    = {Tue, 20 Jun 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/acml/GhiassiBC22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Permutation-Invariant Tabular Data Synthesis.\n \n \n \n \n\n\n \n Zhu, Y.; Zhao, Z.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n In Tsumoto, S.; Ohsawa, Y.; Chen, L.; den Poel, D. V.; Hu, X.; Motomura, Y.; Takagi, T.; Wu, L.; Xie, Y.; Abe, A.; and Raghavan, V., editor(s), IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022, pages 5855–5864, 2022. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Permutation-Invariant$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/bigdataconf/ZhuZBC22,\n  author       = {Yujin Zhu and\n                  Zilong Zhao and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  editor       = {Shusaku Tsumoto and\n                  Yukio Ohsawa and\n                  Lei Chen and\n                  Dirk Van den Poel and\n                  Xiaohua Hu and\n                  Yoichi Motomura and\n                  Takuya Takagi and\n                  Lingfei Wu and\n                  Ying Xie and\n                  Akihiro Abe and\n                  Vijay Raghavan},\n  title        = {Permutation-Invariant Tabular Data Synthesis},\n  booktitle    = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,\n                  Japan, December 17-20, 2022},\n  pages        = {5855--5864},\n  publisher    = {{IEEE}},\n  year         = {2022},\n  url          = {https://doi.org/10.1109/BigData55660.2022.10020639},\n  doi          = {10.1109/BIGDATA55660.2022.10020639},\n  timestamp    = {Fri, 18 Aug 2023 17:39:03 +0200},\n  biburl       = {https://dblp.org/rec/conf/bigdataconf/ZhuZBC22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Targeted Influence with Community and Gender-Aware Seeding.\n \n \n \n \n\n\n \n Styczen, M.; Chen, B.; Teng, Y.; Pignolet, Y.; Chen, L. Y.; and Yang, D.\n\n\n \n\n\n\n In Hasan, M. A.; and Xiong, L., editor(s), Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022, pages 4515–4519, 2022. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"Targeted$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/cikm/StyczenCTPCY22,\n  author       = {Maciej Styczen and\n                  Bing{-}Jyue Chen and\n                  Ya{-}Wen Teng and\n                  Yvonne{-}Anne Pignolet and\n                  Lydia Y. Chen and\n                  De{-}Nian Yang},\n  editor       = {Mohammad Al Hasan and\n                  Li Xiong},\n  title        = {Targeted Influence with Community and Gender-Aware Seeding},\n  booktitle    = {Proceedings of the 31st {ACM} International Conference on Information\n                  {\\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},\n  pages        = {4515--4519},\n  publisher    = {{ACM}},\n  year         = {2022},\n  url          = {https://doi.org/10.1145/3511808.3557708},\n  doi          = {10.1145/3511808.3557708},\n  timestamp    = {Wed, 19 Oct 2022 12:52:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cikm/StyczenCTPCY22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n LABNET: A Collaborative Method for DNN Training and Label Aggregation.\n \n \n \n \n\n\n \n Ghiassi, A.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n In Rocha, A. P.; Steels, L.; and van den Herik, H. J., editor(s), Proceedings of the 14th International Conference on Agents and Artificial Intelligence, ICAART 2022, Volume 2, Online Streaming, February 3-5, 2022, pages 56–66, 2022. SCITEPRESS\n \n\n\n\n
\n\n\n\n \n \n $\"LABNET:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/icaart/GhiassiBC22,\n  author       = {Amirmasoud Ghiassi and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  editor       = {Ana Paula Rocha and\n                  Luc Steels and\n                  H. Jaap van den Herik},\n  title        = {{LABNET:} {A} Collaborative Method for {DNN} Training and Label Aggregation},\n  booktitle    = {Proceedings of the 14th International Conference on Agents and Artificial\n                  Intelligence, {ICAART} 2022, Volume 2, Online Streaming, February\n                  3-5, 2022},\n  pages        = {56--66},\n  publisher    = {{SCITEPRESS}},\n  year         = {2022},\n  url          = {https://doi.org/10.5220/0010770400003116},\n  doi          = {10.5220/0010770400003116},\n  timestamp    = {Tue, 06 Jun 2023 14:58:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icaart/GhiassiBC22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Performance Modeling for Short-Term Cache Allocation.\n \n \n \n \n\n\n \n Stewart, C.; Morris, N.; Chen, L. Y.; and Birke, R.\n\n\n \n\n\n\n In Proceedings of the 51st International Conference on Parallel Processing, ICPP 2022, Bordeaux, France, 29 August 2022 - 1 September 2022, pages 31:1–31:11, 2022. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"Performance$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/icpp/StewartMCB22,\n  author       = {Christopher Stewart and\n                  Nathaniel Morris and\n                  Lydia Y. Chen and\n                  Robert Birke},\n  title        = {Performance Modeling for Short-Term Cache Allocation},\n  booktitle    = {Proceedings of the 51st International Conference on Parallel Processing,\n                  {ICPP} 2022, Bordeaux, France, 29 August 2022 - 1 September 2022},\n  pages        = {31:1--31:11},\n  publisher    = {{ACM}},\n  year         = {2022},\n  url          = {https://doi.org/10.1145/3545008.3545094},\n  doi          = {10.1145/3545008.3545094},\n  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icpp/StewartMCB22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n EdgeTuner: Fast Scheduling Algorithm Tuning for Dynamic Edge-Cloud Workloads and Resources.\n \n \n \n \n\n\n \n Han, R.; Wen, S.; Liu, C. H.; Yuan, Y.; Wang, G.; and Chen, L. Y.\n\n\n \n\n\n\n In IEEE INFOCOM 2022 - IEEE Conference on Computer Communications, London, United Kingdom, May 2-5, 2022, pages 880–889, 2022. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"EdgeTuner:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/infocom/HanWLYWC22,\n  author       = {Rui Han and\n                  Shilin Wen and\n                  Chi Harold Liu and\n                  Ye Yuan and\n                  Guoren Wang and\n                  Lydia Y. Chen},\n  title        = {EdgeTuner: Fast Scheduling Algorithm Tuning for Dynamic Edge-Cloud\n                  Workloads and Resources},\n  booktitle    = {{IEEE} {INFOCOM} 2022 - {IEEE} Conference on Computer Communications,\n                  London, United Kingdom, May 2-5, 2022},\n  pages        = {880--889},\n  publisher    = {{IEEE}},\n  year         = {2022},\n  url          = {https://doi.org/10.1109/INFOCOM48880.2022.9796792},\n  doi          = {10.1109/INFOCOM48880.2022.9796792},\n  timestamp    = {Tue, 28 Jun 2022 08:49:13 +0200},\n  biburl       = {https://dblp.org/rec/conf/infocom/HanWLYWC22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Federated Learning for Tabular Data: Exploring Potential Risk to Privacy.\n \n \n \n \n\n\n \n Wu, H.; Zhao, Z.; Chen, L. Y.; and van Moorsel, A.\n\n\n \n\n\n\n In IEEE 33rd International Symposium on Software Reliability Engineering, ISSRE 2022, Charlotte, NC, USA, October 31 - Nov. 3, 2022, pages 193–204, 2022. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Federated$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/issre/Wu0CM22,\n  author       = {Han Wu and\n                  Zilong Zhao and\n                  Lydia Y. Chen and\n                  Aad van Moorsel},\n  title        = {Federated Learning for Tabular Data: Exploring Potential Risk to Privacy},\n  booktitle    = {{IEEE} 33rd International Symposium on Software Reliability Engineering,\n                  {ISSRE} 2022, Charlotte, NC, USA, October 31 - Nov. 3, 2022},\n  pages        = {193--204},\n  publisher    = {{IEEE}},\n  year         = {2022},\n  url          = {https://doi.org/10.1109/ISSRE55969.2022.00028},\n  doi          = {10.1109/ISSRE55969.2022.00028},\n  timestamp    = {Wed, 11 Jan 2023 13:11:43 +0100},\n  biburl       = {https://dblp.org/rec/conf/issre/Wu0CM22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n EdgeTune: Inference-Aware Multi-Parameter Tuning.\n \n \n \n \n\n\n \n Rocha, I.; Felber, P.; Schiavoni, V.; and Chen, L. Y.\n\n\n \n\n\n\n In Bellavista, P.; Zhang, K.; Gherbi, A.; Bagchi, S.; Patiño, M.; Modica, G. D.; and Gascon-Samson, J., editor(s), Middleware '22: 23rd International Middleware Conference, Quebec, QC, Canada, November 7 - 11, 2022, pages 1–14, 2022. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"EdgeTune:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/middleware/RochaFSC22,\n  author       = {Isabelly Rocha and\n                  Pascal Felber and\n                  Valerio Schiavoni and\n                  Lydia Y. Chen},\n  editor       = {Paolo Bellavista and\n                  Kaiwen Zhang and\n                  Abdelouahed Gherbi and\n                  Saurabh Bagchi and\n                  Marta Pati{\\~{n}}o and\n                  Giuseppe Di Modica and\n                  Julien Gascon{-}Samson},\n  title        = {EdgeTune: Inference-Aware Multi-Parameter Tuning},\n  booktitle    = {Middleware '22: 23rd International Middleware Conference, Quebec,\n                  QC, Canada, November 7 - 11, 2022},\n  pages        = {1--14},\n  publisher    = {{ACM}},\n  year         = {2022},\n  url          = {https://doi.org/10.1145/3528535.3533273},\n  doi          = {10.1145/3528535.3533273},\n  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/middleware/RochaFSC22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Aergia: leveraging heterogeneity in federated learning systems.\n \n \n \n \n\n\n \n Cox, B.; Chen, L. Y.; and Decouchant, J.\n\n\n \n\n\n\n In Bellavista, P.; Zhang, K.; Gherbi, A.; Bagchi, S.; Patiño, M.; Modica, G. D.; and Gascon-Samson, J., editor(s), Middleware '22: 23rd International Middleware Conference, Quebec, QC, Canada, November 7 - 11, 2022, pages 107–120, 2022. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"Aergia:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/middleware/CoxCD22,\n  author       = {Bart Cox and\n                  Lydia Y. Chen and\n                  J{\\'{e}}r{\\'{e}}mie Decouchant},\n  editor       = {Paolo Bellavista and\n                  Kaiwen Zhang and\n                  Abdelouahed Gherbi and\n                  Saurabh Bagchi and\n                  Marta Pati{\\~{n}}o and\n                  Giuseppe Di Modica and\n                  Julien Gascon{-}Samson},\n  title        = {Aergia: leveraging heterogeneity in federated learning systems},\n  booktitle    = {Middleware '22: 23rd International Middleware Conference, Quebec,\n                  QC, Canada, November 7 - 11, 2022},\n  pages        = {107--120},\n  publisher    = {{ACM}},\n  year         = {2022},\n  url          = {https://doi.org/10.1145/3528535.3565238},\n  doi          = {10.1145/3528535.3565238},\n  timestamp    = {Sun, 16 Apr 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/middleware/CoxCD22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n AGIC: Approximate Gradient Inversion Attack on Federated Learning.\n \n \n \n \n\n\n \n Xu, J.; Hong, C.; Huang, J.; Chen, L. Y.; and Decouchant, J.\n\n\n \n\n\n\n In 41st International Symposium on Reliable Distributed Systems, SRDS 2022, Vienna, Austria, September 19-22, 2022, pages 12–22, 2022. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"AGIC:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/srds/XuHHCD22,\n  author       = {Jin Xu and\n                  Chi Hong and\n                  Jiyue Huang and\n                  Lydia Y. Chen and\n                  J{\\'{e}}r{\\'{e}}mie Decouchant},\n  title        = {{AGIC:} Approximate Gradient Inversion Attack on Federated Learning},\n  booktitle    = {41st International Symposium on Reliable Distributed Systems, {SRDS}\n                  2022, Vienna, Austria, September 19-22, 2022},\n  pages        = {12--22},\n  publisher    = {{IEEE}},\n  year         = {2022},\n  url          = {https://doi.org/10.1109/SRDS55811.2022.00012},\n  doi          = {10.1109/SRDS55811.2022.00012},\n  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/srds/XuHHCD22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Attacks and Defenses for Free-Riders in Multi-Discriminator GAN.\n \n \n \n \n\n\n \n Zhao, Z.; Huang, J.; Roos, S.; and Chen, L. Y.\n\n\n \n\n\n\n CoRR, abs/2201.09967. 2022.\n \n\n\n\n
\n\n\n\n \n \n $\"Attacks$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2201-09967,\n  author       = {Zilong Zhao and\n                  Jiyue Huang and\n                  Stefanie Roos and\n                  Lydia Y. Chen},\n  title        = {Attacks and Defenses for Free-Riders in Multi-Discriminator {GAN}},\n  journal      = {CoRR},\n  volume       = {abs/2201.09967},\n  year         = {2022},\n  url          = {https://arxiv.org/abs/2201.09967},\n  eprinttype    = {arXiv},\n  eprint       = {2201.09967},\n  timestamp    = {Tue, 01 Feb 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2201-09967.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n MEGA: Model Stealing via Collaborative Generator-Substitute Networks.\n \n \n \n \n\n\n \n Hong, C.; Huang, J.; and Chen, L. Y.\n\n\n \n\n\n\n CoRR, abs/2202.00008. 2022.\n \n\n\n\n
\n\n\n\n \n \n $\"MEGA:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2202-00008,\n  author       = {Chi Hong and\n                  Jiyue Huang and\n                  Lydia Y. Chen},\n  title        = {{MEGA:} Model Stealing via Collaborative Generator-Substitute Networks},\n  journal      = {CoRR},\n  volume       = {abs/2202.00008},\n  year         = {2022},\n  url          = {https://arxiv.org/abs/2202.00008},\n  eprinttype    = {arXiv},\n  eprint       = {2202.00008},\n  timestamp    = {Wed, 09 Feb 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-00008.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Blind leads Blind: A Zero-Knowledge Attack on Federated Learning.\n \n \n \n \n\n\n \n Huang, J.; Zhao, Z.; Chen, L. Y.; and Roos, S.\n\n\n \n\n\n\n CoRR, abs/2202.05877. 2022.\n \n\n\n\n
\n\n\n\n \n \n $\"Blind$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2202-05877,\n  author       = {Jiyue Huang and\n                  Zilong Zhao and\n                  Lydia Y. Chen and\n                  Stefanie Roos},\n  title        = {Blind leads Blind: {A} Zero-Knowledge Attack on Federated Learning},\n  journal      = {CoRR},\n  volume       = {abs/2202.05877},\n  year         = {2022},\n  url          = {https://arxiv.org/abs/2202.05877},\n  eprinttype    = {arXiv},\n  eprint       = {2202.05877},\n  timestamp    = {Fri, 18 Feb 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-05877.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n CTAB-GAN+: Enhancing Tabular Data Synthesis.\n \n \n \n \n\n\n \n Zhao, Z.; Kunar, A.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n CoRR, abs/2204.00401. 2022.\n \n\n\n\n
\n\n\n\n \n \n $\"CTAB-GAN+:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2204-00401,\n  author       = {Zilong Zhao and\n                  Aditya Kunar and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  title        = {{CTAB-GAN+:} Enhancing Tabular Data Synthesis},\n  journal      = {CoRR},\n  volume       = {abs/2204.00401},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2204.00401},\n  doi          = {10.48550/ARXIV.2204.00401},\n  eprinttype    = {arXiv},\n  eprint       = {2204.00401},\n  timestamp    = {Wed, 06 Apr 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-00401.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Federated Geometric Monte Carlo Clustering to Counter Non-IID Datasets.\n \n \n \n \n\n\n \n Lucchetti, F.; Decouchant, J.; Fernandes, M.; Chen, L. Y.; and Völp, M.\n\n\n \n\n\n\n CoRR, abs/2204.11017. 2022.\n \n\n\n\n
\n\n\n\n \n \n $\"Federated$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2204-11017,\n  author       = {Federico Lucchetti and\n                  J{\\'{e}}r{\\'{e}}mie Decouchant and\n                  Maria Fernandes and\n                  Lydia Y. Chen and\n                  Marcus V{\\"{o}}lp},\n  title        = {Federated Geometric Monte Carlo Clustering to Counter Non-IID Datasets},\n  journal      = {CoRR},\n  volume       = {abs/2204.11017},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2204.11017},\n  doi          = {10.48550/ARXIV.2204.11017},\n  eprinttype    = {arXiv},\n  eprint       = {2204.11017},\n  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-11017.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n\n

\n \n\n \n \n \n \n \n \n AGIC: Approximate Gradient Inversion Attack on Federated Learning.\n \n \n \n \n\n\n \n Xu, J.; Hong, C.; Huang, J.; Chen, L. Y.; and Decouchant, J.\n\n\n \n\n\n\n CoRR, abs/2204.13784. 2022.\n \n\n\n\n
\n\n\n\n \n \n $\"AGIC:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2204-13784,\n  author       = {Jin Xu and\n                  Chi Hong and\n                  Jiyue Huang and\n                  Lydia Y. Chen and\n                  J{\\'{e}}r{\\'{e}}mie Decouchant},\n  title        = {{AGIC:} Approximate Gradient Inversion Attack on Federated Learning},\n  journal      = {CoRR},\n  volume       = {abs/2204.13784},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2204.13784},\n  doi          = {10.48550/ARXIV.2204.13784},\n  eprinttype    = {arXiv},\n  eprint       = {2204.13784},\n  timestamp    = {Mon, 02 May 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-13784.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Targeted Influence with Community and Gender-Aware Seeding.\n \n \n \n \n\n\n \n Styczen, M.; Chen, B.; Teng, Y.; Pignolet, Y.; Chen, L. Y.; and Yang, D.\n\n\n \n\n\n\n CoRR, abs/2208.12649. 2022.\n \n\n\n\n
\n\n\n\n \n \n $\"Targeted$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2208-12649,\n  author       = {Maciej Styczen and\n                  Bing{-}Jyue Chen and\n                  Ya{-}Wen Teng and\n                  Yvonne{-}Anne Pignolet and\n                  Lydia Y. Chen and\n                  De{-}Nian Yang},\n  title        = {Targeted Influence with Community and Gender-Aware Seeding},\n  journal      = {CoRR},\n  volume       = {abs/2208.12649},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2208.12649},\n  doi          = {10.48550/ARXIV.2208.12649},\n  eprinttype    = {arXiv},\n  eprint       = {2208.12649},\n  timestamp    = {Tue, 30 Aug 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2208-12649.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n\n

\n \n\n \n \n \n \n \n \n Aergia: Leveraging Heterogeneity in Federated Learning Systems.\n \n \n \n \n\n\n \n Cox, B.; Chen, L. Y.; and Decouchant, J.\n\n\n \n\n\n\n CoRR, abs/2210.06154. 2022.\n \n\n\n\n
\n\n\n\n \n \n $\"Aergia:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2210-06154,\n  author       = {Bart Cox and\n                  Lydia Y. Chen and\n                  J{\\'{e}}r{\\'{e}}mie Decouchant},\n  title        = {Aergia: Leveraging Heterogeneity in Federated Learning Systems},\n  journal      = {CoRR},\n  volume       = {abs/2210.06154},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2210.06154},\n  doi          = {10.48550/ARXIV.2210.06154},\n  eprinttype    = {arXiv},\n  eprint       = {2210.06154},\n  timestamp    = {Tue, 18 Oct 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-06154.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n\n

\n \n\n \n \n \n \n \n \n FCT-GAN: Enhancing Table Synthesis via Fourier Transform.\n \n \n \n \n\n\n \n Zhao, Z.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n CoRR, abs/2210.06239. 2022.\n \n\n\n\n
\n\n\n\n \n \n $\"FCT-GAN:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2210-06239,\n  author       = {Zilong Zhao and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  title        = {{FCT-GAN:} Enhancing Table Synthesis via Fourier Transform},\n  journal      = {CoRR},\n  volume       = {abs/2210.06239},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2210.06239},\n  doi          = {10.48550/ARXIV.2210.06239},\n  eprinttype    = {arXiv},\n  eprint       = {2210.06239},\n  timestamp    = {Tue, 18 Oct 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-06239.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n\n

\n \n\n \n \n \n \n \n \n Federated Learning for Tabular Data: Exploring Potential Risk to Privacy.\n \n \n \n \n\n\n \n Wu, H.; Zhao, Z.; Chen, L. Y.; and van Moorsel, A.\n\n\n \n\n\n\n CoRR, abs/2210.06856. 2022.\n \n\n\n\n
\n\n\n\n \n \n $\"Federated$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2210-06856,\n  author       = {Han Wu and\n                  Zilong Zhao and\n                  Lydia Y. Chen and\n                  Aad van Moorsel},\n  title        = {Federated Learning for Tabular Data: Exploring Potential Risk to Privacy},\n  journal      = {CoRR},\n  volume       = {abs/2210.06856},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2210.06856},\n  doi          = {10.48550/ARXIV.2210.06856},\n  eprinttype    = {arXiv},\n  eprint       = {2210.06856},\n  timestamp    = {Tue, 18 Oct 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-06856.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Permutation-Invariant Tabular Data Synthesis.\n \n \n \n \n\n\n \n Zhu, Y.; Zhao, Z.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n CoRR, abs/2211.09286. 2022.\n \n\n\n\n
\n\n\n\n \n \n $\"Permutation-Invariant$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2211-09286,\n  author       = {Yujin Zhu and\n                  Zilong Zhao and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  title        = {Permutation-Invariant Tabular Data Synthesis},\n  journal      = {CoRR},\n  volume       = {abs/2211.09286},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2211.09286},\n  doi          = {10.48550/ARXIV.2211.09286},\n  eprinttype    = {arXiv},\n  eprint       = {2211.09286},\n  timestamp    = {Wed, 23 Nov 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-09286.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n

\n \n 2021\n \n \n (30)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n \n Locality Sensitive Hash Aggregated Nonlinear Neighborhood Matrix Factorization for Online Sparse Big Data Analysis.\n \n \n \n \n\n\n \n Li, Z.; Li, H.; Li, K.; Wu, F.; Chen, L. Y.; and Li, K.\n\n\n \n\n\n\n Trans. Data Sci., 2(4): 37:1–37:27. 2021.\n \n\n\n\n
\n\n\n\n \n \n $\"Locality$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/tdasci/LiLLWCL21,\n  author       = {Zixuan Li and\n                  Hao Li and\n                  Kenli Li and\n                  Fan Wu and\n                  Lydia Yiyu Chen and\n                  Keqin Li},\n  title        = {Locality Sensitive Hash Aggregated Nonlinear Neighborhood Matrix Factorization\n                  for Online Sparse Big Data Analysis},\n  journal      = {Trans. Data Sci.},\n  volume       = {2},\n  number       = {4},\n  pages        = {37:1--37:27},\n  year         = {2021},\n  url          = {https://doi.org/10.1145/3497749},\n  doi          = {10.1145/3497749},\n  timestamp    = {Mon, 25 Jul 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tdasci/LiLLWCL21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Automatic Privacy and Utility Preservation for Mobility Data: A Nonlinear Model-Based Approach.\n \n \n \n \n\n\n \n Cerf, S.; Bouchenak, S.; Robu, B.; Marchand, N.; Primault, V.; Mokhtar, S. B.; Boutet, A.; and Chen, L. Y.\n\n\n \n\n\n\n IEEE Trans. Dependable Secur. Comput., 18(1): 269–282. 2021.\n \n\n\n\n
\n\n\n\n \n \n $\"Automatic$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/tdsc/CerfBRMPMBC21,\n  author       = {Sophie Cerf and\n                  Sara Bouchenak and\n                  Bogdan Robu and\n                  Nicolas Marchand and\n                  Vincent Primault and\n                  Sonia Ben Mokhtar and\n                  Antoine Boutet and\n                  Lydia Y. Chen},\n  title        = {Automatic Privacy and Utility Preservation for Mobility Data: {A}\n                  Nonlinear Model-Based Approach},\n  journal      = {{IEEE} Trans. Dependable Secur. Comput.},\n  volume       = {18},\n  number       = {1},\n  pages        = {269--282},\n  year         = {2021},\n  url          = {https://doi.org/10.1109/TDSC.2018.2884470},\n  doi          = {10.1109/TDSC.2018.2884470},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tdsc/CerfBRMPMBC21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n\n

\n \n\n \n \n \n \n \n \n Enhancing Robustness of On-Line Learning Models on Highly Noisy Data.\n \n \n \n \n\n\n \n Zhao, Z.; Birke, R.; Han, R.; Robu, B.; Bouchenak, S.; Mokhtar, S. B.; and Chen, L. Y.\n\n\n \n\n\n\n IEEE Trans. Dependable Secur. Comput., 18(5): 2177–2192. 2021.\n \n\n\n\n
\n\n\n\n \n \n $\"Enhancing$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/tdsc/ZhaoBHRBMC21,\n  author       = {Zilong Zhao and\n                  Robert Birke and\n                  Rui Han and\n                  Bogdan Robu and\n                  Sara Bouchenak and\n                  Sonia Ben Mokhtar and\n                  Lydia Y. Chen},\n  title        = {Enhancing Robustness of On-Line Learning Models on Highly Noisy Data},\n  journal      = {{IEEE} Trans. Dependable Secur. Comput.},\n  volume       = {18},\n  number       = {5},\n  pages        = {2177--2192},\n  year         = {2021},\n  url          = {https://doi.org/10.1109/TDSC.2021.3063947},\n  doi          = {10.1109/TDSC.2021.3063947},\n  timestamp    = {Thu, 16 Sep 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tdsc/ZhaoBHRBMC21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n SlimML: Removing Non-Critical Input Data in Large-Scale Iterative Machine Learning.\n \n \n \n \n\n\n \n Han, R.; Liu, C. H.; Li, S.; Chen, L. Y.; Wang, G.; Tang, J.; and Ye, J.\n\n\n \n\n\n\n IEEE Trans. Knowl. Data Eng., 33(5): 2223–2236. 2021.\n \n\n\n\n
\n\n\n\n \n \n $\"SlimML:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/tkde/HanLLCWTY21,\n  author       = {Rui Han and\n                  Chi Harold Liu and\n                  Shilin Li and\n                  Lydia Y. Chen and\n                  Guoren Wang and\n                  Jian Tang and\n                  Jieping Ye},\n  title        = {SlimML: Removing Non-Critical Input Data in Large-Scale Iterative\n                  Machine Learning},\n  journal      = {{IEEE} Trans. Knowl. Data Eng.},\n  volume       = {33},\n  number       = {5},\n  pages        = {2223--2236},\n  year         = {2021},\n  url          = {https://doi.org/10.1109/TKDE.2019.2951388},\n  doi          = {10.1109/TKDE.2019.2951388},\n  timestamp    = {Thu, 16 Sep 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkde/HanLLCWTY21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Guest Editorial: Special Issue on Data Analytics and Machine Learning for Network and Service Management - Part II.\n \n \n \n \n\n\n \n Zincir-Heywood, N.; Casale, G.; Carrera, D.; Chen, L. Y.; Dhamdhere, A.; Inoue, T.; Lutfiyya, H.; and Samak, T.\n\n\n \n\n\n\n IEEE Trans. Netw. Serv. Manag., 18(1): 775–779. 2021.\n \n\n\n\n
\n\n\n\n \n \n $\"Guest$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/tnsm/Zincir-HeywoodC21,\n  author       = {Nur Zincir{-}Heywood and\n                  Giuliano Casale and\n                  David Carrera and\n                  Lydia Y. Chen and\n                  Amogh Dhamdhere and\n                  Takeru Inoue and\n                  Hanan Lutfiyya and\n                  Taghrid Samak},\n  title        = {Guest Editorial: Special Issue on Data Analytics and Machine Learning\n                  for Network and Service Management - Part {II}},\n  journal      = {{IEEE} Trans. Netw. Serv. Manag.},\n  volume       = {18},\n  number       = {1},\n  pages        = {775--779},\n  year         = {2021},\n  url          = {https://doi.org/10.1109/TNSM.2021.3058742},\n  doi          = {10.1109/TNSM.2021.3058742},\n  timestamp    = {Fri, 08 Dec 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tnsm/Zincir-HeywoodC21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Accelerating Gossip-Based Deep Learning in Heterogeneous Edge Computing Platforms.\n \n \n \n \n\n\n \n Han, R.; Li, S.; Wang, X.; Liu, C. H.; Xin, G.; and Chen, L. Y.\n\n\n \n\n\n\n IEEE Trans. Parallel Distributed Syst., 32(7): 1591–1602. 2021.\n \n\n\n\n
\n\n\n\n \n \n $\"Accelerating$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/tpds/HanLWLXC21,\n  author       = {Rui Han and\n                  Shilin Li and\n                  Xiangwei Wang and\n                  Chi Harold Liu and\n                  Gaofeng Xin and\n                  Lydia Y. Chen},\n  title        = {Accelerating Gossip-Based Deep Learning in Heterogeneous Edge Computing\n                  Platforms},\n  journal      = {{IEEE} Trans. Parallel Distributed Syst.},\n  volume       = {32},\n  number       = {7},\n  pages        = {1591--1602},\n  year         = {2021},\n  url          = {https://doi.org/10.1109/TPDS.2020.3046440},\n  doi          = {10.1109/TPDS.2020.3046440},\n  timestamp    = {Tue, 02 Mar 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tpds/HanLWLXC21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n SGD$}{\\}{_}{$_Tucker: A Novel Stochastic Optimization Strategy for Parallel Sparse Tucker Decomposition.\n \n \n \n \n\n\n \n Li, H.; Li, Z.; Li, K.; Rellermeyer, J. S.; Chen, L. Y.; and Li, K.\n\n\n \n\n\n\n IEEE Trans. Parallel Distributed Syst., 32(7): 1828–1841. 2021.\n \n\n\n\n
\n\n\n\n \n \n $\"SGD$}{\\}{_}{$_Tucker:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/tpds/LiLLRCL21,\n  author       = {Hao Li and\n                  Zixuan Li and\n                  Kenli Li and\n                  Jan S. Rellermeyer and\n                  Lydia Y. Chen and\n                  Keqin Li},\n  title        = {SGD{\\textdollar}{\\textbackslash}{\\_}{\\textdollar}{\\_}Tucker: {A} Novel\n                  Stochastic Optimization Strategy for Parallel Sparse Tucker Decomposition},\n  journal      = {{IEEE} Trans. Parallel Distributed Syst.},\n  volume       = {32},\n  number       = {7},\n  pages        = {1828--1841},\n  year         = {2021},\n  url          = {https://doi.org/10.1109/TPDS.2020.3047460},\n  doi          = {10.1109/TPDS.2020.3047460},\n  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tpds/LiLLRCL21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Accurate Differentially Private Deep Learning on the Edge.\n \n \n \n \n\n\n \n Han, R.; Li, D.; Ouyang, J.; Liu, C. H.; Wang, G.; Wu, D.; and Chen, L. Y.\n\n\n \n\n\n\n IEEE Trans. Parallel Distributed Syst., 32(9): 2231–2247. 2021.\n \n\n\n\n
\n\n\n\n \n \n $\"Accurate$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/tpds/HanLOLWWC21,\n  author       = {Rui Han and\n                  Dong Li and\n                  Junyan Ouyang and\n                  Chi Harold Liu and\n                  Guoren Wang and\n                  Dapeng Wu and\n                  Lydia Y. Chen},\n  title        = {Accurate Differentially Private Deep Learning on the Edge},\n  journal      = {{IEEE} Trans. Parallel Distributed Syst.},\n  volume       = {32},\n  number       = {9},\n  pages        = {2231--2247},\n  year         = {2021},\n  url          = {https://doi.org/10.1109/TPDS.2021.3064345},\n  doi          = {10.1109/TPDS.2021.3064345},\n  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tpds/HanLOLWWC21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n sPARE: Partial Replication for Multi-Tier Applications in the Cloud.\n \n \n \n \n\n\n \n Birke, R.; Pérez, J. F.; Qiu, Z.; Björkqvist, M.; and Chen, L. Y.\n\n\n \n\n\n\n IEEE Trans. Serv. Comput., 14(2): 574–588. 2021.\n \n\n\n\n
\n\n\n\n \n \n $\"sPARE:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/tsc/BirkePQBC21,\n  author       = {Robert Birke and\n                  Juan F. P{\\'{e}}rez and\n                  Zhan Qiu and\n                  Mathias Bj{\\"{o}}rkqvist and\n                  Lydia Y. Chen},\n  title        = {sPARE: Partial Replication for Multi-Tier Applications in the Cloud},\n  journal      = {{IEEE} Trans. Serv. Comput.},\n  volume       = {14},\n  number       = {2},\n  pages        = {574--588},\n  year         = {2021},\n  url          = {https://doi.org/10.1109/TSC.2017.2780845},\n  doi          = {10.1109/TSC.2017.2780845},\n  timestamp    = {Fri, 07 May 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tsc/BirkePQBC21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n CTAB-GAN: Effective Table Data Synthesizing.\n \n \n \n \n\n\n \n Zhao, Z.; Kunar, A.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n In Balasubramanian, V. N.; and Tsang, I. W., editor(s), Asian Conference on Machine Learning, ACML 2021, 17-19 November 2021, Virtual Event, volume 157, of Proceedings of Machine Learning Research, pages 97–112, 2021. PMLR\n \n\n\n\n
\n\n\n\n \n \n $\"CTAB-GAN:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/acml/0001KBC21,\n  author       = {Zilong Zhao and\n                  Aditya Kunar and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  editor       = {Vineeth N. Balasubramanian and\n                  Ivor W. Tsang},\n  title        = {{CTAB-GAN:} Effective Table Data Synthesizing},\n  booktitle    = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November\n                  2021, Virtual Event},\n  series       = {Proceedings of Machine Learning Research},\n  volume       = {157},\n  pages        = {97--112},\n  publisher    = {{PMLR}},\n  year         = {2021},\n  url          = {https://proceedings.mlr.press/v157/zhao21a.html},\n  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/acml/0001KBC21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n QActor: Active Learning on Noisy Labels.\n \n \n \n \n\n\n \n Younesian, T.; Zhao, Z.; Ghiassi, A.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n In Balasubramanian, V. N.; and Tsang, I. W., editor(s), Asian Conference on Machine Learning, ACML 2021, 17-19 November 2021, Virtual Event, volume 157, of Proceedings of Machine Learning Research, pages 548–563, 2021. PMLR\n \n\n\n\n
\n\n\n\n \n \n $\"QActor:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/acml/Younesian0GBC21,\n  author       = {Taraneh Younesian and\n                  Zilong Zhao and\n                  Amirmasoud Ghiassi and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  editor       = {Vineeth N. Balasubramanian and\n                  Ivor W. Tsang},\n  title        = {QActor: Active Learning on Noisy Labels},\n  booktitle    = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November\n                  2021, Virtual Event},\n  series       = {Proceedings of Machine Learning Research},\n  volume       = {157},\n  pages        = {548--563},\n  publisher    = {{PMLR}},\n  year         = {2021},\n  url          = {https://proceedings.mlr.press/v157/younesian21a.html},\n  timestamp    = {Wed, 22 Dec 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/acml/Younesian0GBC21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n TrustNet: Learning from Trusted Data Against (A)symmetric Label Noise.\n \n \n \n \n\n\n \n Ghiassi, A.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n In BDCAT '21: 2021 IEEE/ACM 8th International Conference on Big Data Computing, Applications and Technologies, Leicester, United Kingdom, December 6 - 9, 2021, pages 52–62, 2021. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"TrustNet:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/bdc/GhiassiBC21,\n  author       = {Amirmasoud Ghiassi and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  title        = {TrustNet: Learning from Trusted Data Against (A)symmetric Label Noise},\n  booktitle    = {{BDCAT} '21: 2021 {IEEE/ACM} 8th International Conference on Big Data\n                  Computing, Applications and Technologies, Leicester, United Kingdom,\n                  December 6 - 9, 2021},\n  pages        = {52--62},\n  publisher    = {{ACM}},\n  year         = {2021},\n  url          = {https://doi.org/10.1145/3492324.3494166},\n  doi          = {10.1145/3492324.3494166},\n  timestamp    = {Mon, 17 Jan 2022 10:17:59 +0100},\n  biburl       = {https://dblp.org/rec/conf/bdc/GhiassiBC21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n On Influencing the Influential: Disparity Seeding.\n \n \n \n \n\n\n \n Teng, Y.; Chen, H.; Yang, D.; Pignolet, Y.; Li, T.; and Chen, L. Y.\n\n\n \n\n\n\n In Demartini, G.; Zuccon, G.; Culpepper, J. S.; Huang, Z.; and Tong, H., editor(s), CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021, pages 1804–1813, 2021. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"On$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/cikm/TengCYPLC21,\n  author       = {Ya{-}Wen Teng and\n                  Hsi{-}Wen Chen and\n                  De{-}Nian Yang and\n                  Yvonne{-}Anne Pignolet and\n                  Ting{-}Wei Li and\n                  Lydia Yiyu Chen},\n  editor       = {Gianluca Demartini and\n                  Guido Zuccon and\n                  J. Shane Culpepper and\n                  Zi Huang and\n                  Hanghang Tong},\n  title        = {On Influencing the Influential: Disparity Seeding},\n  booktitle    = {{CIKM} '21: The 30th {ACM} International Conference on Information\n                  and Knowledge Management, Virtual Event, Queensland, Australia, November\n                  1 - 5, 2021},\n  pages        = {1804--1813},\n  publisher    = {{ACM}},\n  year         = {2021},\n  url          = {https://doi.org/10.1145/3459637.3482375},\n  doi          = {10.1145/3459637.3482375},\n  timestamp    = {Tue, 16 Aug 2022 23:04:38 +0200},\n  biburl       = {https://dblp.org/rec/conf/cikm/TengCYPLC21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n LABELNET: Recovering Noisy Labels.\n \n \n \n \n\n\n \n Ghiassi, A.; Birke, R.; Han, R.; and Chen, L. Y.\n\n\n \n\n\n\n In International Joint Conference on Neural Networks, IJCNN 2021, Shenzhen, China, July 18-22, 2021, pages 1–8, 2021. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"LABELNET:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/ijcnn/GhiassiBHC21,\n  author       = {Amirmasoud Ghiassi and\n                  Robert Birke and\n                  Rui Han and\n                  Lydia Y. Chen},\n  title        = {{LABELNET:} Recovering Noisy Labels},\n  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,\n                  China, July 18-22, 2021},\n  pages        = {1--8},\n  publisher    = {{IEEE}},\n  year         = {2021},\n  url          = {https://doi.org/10.1109/IJCNN52387.2021.9533562},\n  doi          = {10.1109/IJCNN52387.2021.9533562},\n  timestamp    = {Wed, 29 Sep 2021 17:00:55 +0200},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/GhiassiBHC21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Practical Analysis of Replication-Based Systems.\n \n \n \n \n\n\n \n Ciucu, F.; Poloczek, F.; Chen, L. Y.; and Chan, M.\n\n\n \n\n\n\n In 40th IEEE Conference on Computer Communications, INFOCOM 2021, Vancouver, BC, Canada, May 10-13, 2021, pages 1–10, 2021. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Practical$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/infocom/CiucuPCC21,\n  author       = {Florin Ciucu and\n                  Felix Poloczek and\n                  Lydia Y. Chen and\n                  Martin Chan},\n  title        = {Practical Analysis of Replication-Based Systems},\n  booktitle    = {40th {IEEE} Conference on Computer Communications, {INFOCOM} 2021,\n                  Vancouver, BC, Canada, May 10-13, 2021},\n  pages        = {1--10},\n  publisher    = {{IEEE}},\n  year         = {2021},\n  url          = {https://doi.org/10.1109/INFOCOM42981.2021.9488829},\n  doi          = {10.1109/INFOCOM42981.2021.9488829},\n  timestamp    = {Mon, 02 Aug 2021 15:15:40 +0200},\n  biburl       = {https://dblp.org/rec/conf/infocom/CiucuPCC21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n LegoDNN: block-grained scaling of deep neural networks for mobile vision.\n \n \n \n \n\n\n \n Han, R.; Zhang, Q.; Liu, C. H.; Wang, G.; Tang, J.; and Chen, L. Y.\n\n\n \n\n\n\n In ACM MobiCom '21: The 27th Annual International Conference on Mobile Computing and Networking, New Orleans, Louisiana, USA, October 25-29, 2021, pages 406–419, 2021. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"LegoDNN:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/mobicom/0001ZLW0C21,\n  author       = {Rui Han and\n                  Qinglong Zhang and\n                  Chi Harold Liu and\n                  Guoren Wang and\n                  Jian Tang and\n                  Lydia Y. Chen},\n  title        = {LegoDNN: block-grained scaling of deep neural networks for mobile\n                  vision},\n  booktitle    = {{ACM} MobiCom '21: The 27th Annual International Conference on Mobile\n                  Computing and Networking, New Orleans, Louisiana, USA, October 25-29,\n                  2021},\n  pages        = {406--419},\n  publisher    = {{ACM}},\n  year         = {2021},\n  url          = {https://doi.org/10.1145/3447993.3483249},\n  doi          = {10.1145/3447993.3483249},\n  timestamp    = {Thu, 30 Jun 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/mobicom/0001ZLW0C21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Masa: Responsive Multi-DNN Inference on the Edge.\n \n \n \n \n\n\n \n Cox, B.; Galjaard, J.; Ghiassi, A.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n In 19th IEEE International Conference on Pervasive Computing and Communications, PerCom 2021, Kassel, Germany, March 22-26, 2021, pages 1–10, 2021. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Masa:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/percom/CoxGGBC21a,\n  author       = {Bart Cox and\n                  Jeroen Galjaard and\n                  Amirmasoud Ghiassi and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  title        = {Masa: Responsive Multi-DNN Inference on the Edge},\n  booktitle    = {19th {IEEE} International Conference on Pervasive Computing and Communications,\n                  PerCom 2021, Kassel, Germany, March 22-26, 2021},\n  pages        = {1--10},\n  publisher    = {{IEEE}},\n  year         = {2021},\n  url          = {https://doi.org/10.1109/PERCOM50583.2021.9439111},\n  doi          = {10.1109/PERCOM50583.2021.9439111},\n  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/percom/CoxGGBC21a.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n MemA: Fast Inference of Multiple Deep Models.\n \n \n \n \n\n\n \n Galjaard, J.; Cox, B.; Ghiassi, A.; Chen, L. Y.; and Birke, R.\n\n\n \n\n\n\n In 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2021, Kassel, Germany, March 22-26, 2021, pages 281–286, 2021. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"MemA:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/percom/GaljaardCGCB21,\n  author       = {Jeroen Galjaard and\n                  Bart Cox and\n                  Amirmasoud Ghiassi and\n                  Lydia Y. Chen and\n                  Robert Birke},\n  title        = {MemA: Fast Inference of Multiple Deep Models},\n  booktitle    = {19th {IEEE} International Conference on Pervasive Computing and Communications\n                  Workshops and other Affiliated Events, PerCom Workshops 2021, Kassel,\n                  Germany, March 22-26, 2021},\n  pages        = {281--286},\n  publisher    = {{IEEE}},\n  year         = {2021},\n  url          = {https://doi.org/10.1109/PerComWorkshops51409.2021.9430952},\n  doi          = {10.1109/PERCOMWORKSHOPS51409.2021.9430952},\n  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/percom/GaljaardCGCB21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Artifact: Masa: Responsive Multi-DNN Inference on the Edge.\n \n \n \n \n\n\n \n Cox, B.; Galjaard, J.; Ghiassi, A.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n In 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2021, Kassel, Germany, March 22-26, 2021, pages 446–447, 2021. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Artifact:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/percom/CoxGGBC21,\n  author       = {Bart Cox and\n                  Jeroen Galjaard and\n                  Amirmasoud Ghiassi and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  title        = {Artifact: Masa: Responsive Multi-DNN Inference on the Edge},\n  booktitle    = {19th {IEEE} International Conference on Pervasive Computing and Communications\n                  Workshops and other Affiliated Events, PerCom Workshops 2021, Kassel,\n                  Germany, March 22-26, 2021},\n  pages        = {446--447},\n  publisher    = {{IEEE}},\n  year         = {2021},\n  url          = {https://doi.org/10.1109/PerComWorkshops51409.2021.9431004},\n  doi          = {10.1109/PERCOMWORKSHOPS51409.2021.9431004},\n  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/percom/CoxGGBC21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Courier: Real-Time Optimal Batch Size Prediction for Latency SLOs in BigDL.\n \n \n \n \n\n\n \n Martínez, D. A.; Bobde, S.; Motyka, T.; and Chen, L. Y.\n\n\n \n\n\n\n In Bourcier, J.; Jiang, Z. M. (.; Bezemer, C.; Cortellessa, V.; Pompeo, D. D.; and Varbanescu, A. L., editor(s), ICPE '21: ACM/SPEC International Conference on Performance Engineering, Virtual Event, France, April 19-21, 2021, pages 133–144, 2021. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"Courier:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/wosp/MartinezBMC21,\n  author       = {Diego Albo Mart{\\'{\\i}}nez and\n                  Sharwin Bobde and\n                  Tomasz Motyka and\n                  Lydia Yiyu Chen},\n  editor       = {Johann Bourcier and\n                  Zhen Ming (Jack) Jiang and\n                  Cor{-}Paul Bezemer and\n                  Vittorio Cortellessa and\n                  Daniele Di Pompeo and\n                  Ana Lucia Varbanescu},\n  title        = {Courier: Real-Time Optimal Batch Size Prediction for Latency SLOs\n                  in BigDL},\n  booktitle    = {{ICPE} '21: {ACM/SPEC} International Conference on Performance Engineering,\n                  Virtual Event, France, April 19-21, 2021},\n  pages        = {133--144},\n  publisher    = {{ACM}},\n  year         = {2021},\n  url          = {https://doi.org/10.1145/3427921.3450233},\n  doi          = {10.1145/3427921.3450233},\n  timestamp    = {Thu, 30 Jun 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/wosp/MartinezBMC21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Online Label Aggregation: A Variational Bayesian Approach.\n \n \n \n \n\n\n \n Hong, C.; Ghiassi, A.; Zhou, Y.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n In Leskovec, J.; Grobelnik, M.; Najork, M.; Tang, J.; and Zia, L., editor(s), WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021, pages 1904–1915, 2021. ACM / IW3C2\n \n\n\n\n
\n\n\n\n \n \n $\"Online$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/www/HongGZBC21,\n  author       = {Chi Hong and\n                  Amirmasoud Ghiassi and\n                  Yichi Zhou and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  editor       = {Jure Leskovec and\n                  Marko Grobelnik and\n                  Marc Najork and\n                  Jie Tang and\n                  Leila Zia},\n  title        = {Online Label Aggregation: {A} Variational Bayesian Approach},\n  booktitle    = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,\n                  April 19-23, 2021},\n  pages        = {1904--1915},\n  publisher    = {{ACM} / {IW3C2}},\n  year         = {2021},\n  url          = {https://doi.org/10.1145/3442381.3449933},\n  doi          = {10.1145/3442381.3449933},\n  timestamp    = {Mon, 07 Jun 2021 12:37:30 +0200},\n  biburl       = {https://dblp.org/rec/conf/www/HongGZBC21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n CTAB-GAN: Effective Table Data Synthesizing.\n \n \n \n \n\n\n \n Zhao, Z.; Kunar, A.; der Scheer, H. V.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n CoRR, abs/2102.08369. 2021.\n \n\n\n\n
\n\n\n\n \n \n $\"CTAB-GAN:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2102-08369,\n  author       = {Zilong Zhao and\n                  Aditya Kunar and\n                  Hiek Van der Scheer and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  title        = {{CTAB-GAN:} Effective Table Data Synthesizing},\n  journal      = {CoRR},\n  volume       = {abs/2102.08369},\n  year         = {2021},\n  url          = {https://arxiv.org/abs/2102.08369},\n  eprinttype    = {arXiv},\n  eprint       = {2102.08369},\n  timestamp    = {Thu, 01 Apr 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-08369.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Enhancing Robustness of On-line Learning Models on Highly Noisy Data.\n \n \n \n \n\n\n \n Zhao, Z.; Birke, R.; Han, R.; Robu, B.; Bouchenak, S.; Mokhtar, S. B.; and Chen, L. Y.\n\n\n \n\n\n\n CoRR, abs/2103.10824. 2021.\n \n\n\n\n
\n\n\n\n \n \n $\"Enhancing$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2103-10824,\n  author       = {Zilong Zhao and\n                  Robert Birke and\n                  Rui Han and\n                  Bogdan Robu and\n                  Sara Bouchenak and\n                  Sonia Ben Mokhtar and\n                  Lydia Y. Chen},\n  title        = {Enhancing Robustness of On-line Learning Models on Highly Noisy Data},\n  journal      = {CoRR},\n  volume       = {abs/2103.10824},\n  year         = {2021},\n  url          = {https://arxiv.org/abs/2103.10824},\n  eprinttype    = {arXiv},\n  eprint       = {2103.10824},\n  timestamp    = {Thu, 01 Apr 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-10824.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Is Shapley Value fair? Improving Client Selection for Mavericks in Federated Learning.\n \n \n \n \n\n\n \n Huang, J.; Hong, C.; Chen, L. Y.; and Roos, S.\n\n\n \n\n\n\n CoRR, abs/2106.10734. 2021.\n \n\n\n\n
\n\n\n\n \n \n $\"Is$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2106-10734,\n  author       = {Jiyue Huang and\n                  Chi Hong and\n                  Lydia Y. Chen and\n                  Stefanie Roos},\n  title        = {Is Shapley Value fair? Improving Client Selection for Mavericks in\n                  Federated Learning},\n  journal      = {CoRR},\n  volume       = {abs/2106.10734},\n  year         = {2021},\n  url          = {https://arxiv.org/abs/2106.10734},\n  eprinttype    = {arXiv},\n  eprint       = {2106.10734},\n  timestamp    = {Tue, 29 Jun 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-10734.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n DTGAN: Differential Private Training for Tabular GANs.\n \n \n \n \n\n\n \n Kunar, A.; Birke, R.; Zhao, Z.; and Chen, L. Y.\n\n\n \n\n\n\n CoRR, abs/2107.02521. 2021.\n \n\n\n\n
\n\n\n\n \n \n $\"DTGAN:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2107-02521,\n  author       = {Aditya Kunar and\n                  Robert Birke and\n                  Zilong Zhao and\n                  Lydia Y. Chen},\n  title        = {{DTGAN:} Differential Private Training for Tabular GANs},\n  journal      = {CoRR},\n  volume       = {abs/2107.02521},\n  year         = {2021},\n  url          = {https://arxiv.org/abs/2107.02521},\n  eprinttype    = {arXiv},\n  eprint       = {2107.02521},\n  timestamp    = {Tue, 20 Jul 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2107-02521.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Multi-Label Gold Asymmetric Loss Correction with Single-Label Regulators.\n \n \n \n \n\n\n \n Pene, C. O.; Ghiassi, A.; Younesian, T.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n CoRR, abs/2108.02032. 2021.\n \n\n\n\n
\n\n\n\n \n \n $\"Multi-Label$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2108-02032,\n  author       = {Cosmin Octavian Pene and\n                  Amirmasoud Ghiassi and\n                  Taraneh Younesian and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  title        = {Multi-Label Gold Asymmetric Loss Correction with Single-Label Regulators},\n  journal      = {CoRR},\n  volume       = {abs/2108.02032},\n  year         = {2021},\n  url          = {https://arxiv.org/abs/2108.02032},\n  eprinttype    = {arXiv},\n  eprint       = {2108.02032},\n  timestamp    = {Thu, 05 Aug 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-02032.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Fed-TGAN: Federated Learning Framework for Synthesizing Tabular Data.\n \n \n \n \n\n\n \n Zhao, Z.; Birke, R.; Kunar, A.; and Chen, L. Y.\n\n\n \n\n\n\n CoRR, abs/2108.07927. 2021.\n \n\n\n\n
\n\n\n\n \n \n $\"Fed-TGAN:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2108-07927,\n  author       = {Zilong Zhao and\n                  Robert Birke and\n                  Aditya Kunar and\n                  Lydia Y. Chen},\n  title        = {Fed-TGAN: Federated Learning Framework for Synthesizing Tabular Data},\n  journal      = {CoRR},\n  volume       = {abs/2108.07927},\n  year         = {2021},\n  url          = {https://arxiv.org/abs/2108.07927},\n  eprinttype    = {arXiv},\n  eprint       = {2108.07927},\n  timestamp    = {Mon, 23 Aug 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-07927.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n\n

\n \n\n \n \n \n \n \n \n ComicGAN: Text-to-Comic Generative Adversarial Network.\n \n \n \n \n\n\n \n Proven-Bessel, B.; Zhao, Z.; and Chen, L. Y.\n\n\n \n\n\n\n CoRR, abs/2109.09120. 2021.\n \n\n\n\n
\n\n\n\n \n \n $\"ComicGAN:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2109-09120,\n  author       = {Ben Proven{-}Bessel and\n                  Zilong Zhao and\n                  Lydia Y. Chen},\n  title        = {ComicGAN: Text-to-Comic Generative Adversarial Network},\n  journal      = {CoRR},\n  volume       = {abs/2109.09120},\n  year         = {2021},\n  url          = {https://arxiv.org/abs/2109.09120},\n  eprinttype    = {arXiv},\n  eprint       = {2109.09120},\n  timestamp    = {Mon, 27 Sep 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-09120.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Locality Sensitive Hash Aggregated Nonlinear Neighbourhood Matrix Factorization for Online Sparse Big Data Analysis.\n \n \n \n \n\n\n \n Li, Z.; Li, H.; Li, K.; Wu, F.; Chen, L. Y.; and Li, K.\n\n\n \n\n\n\n CoRR, abs/2111.11682. 2021.\n \n\n\n\n
\n\n\n\n \n \n $\"Locality$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2111-11682,\n  author       = {Zixuan Li and\n                  Hao Li and\n                  Kenli Li and\n                  Fan Wu and\n                  Lydia Y. Chen and\n                  Keqin Li},\n  title        = {Locality Sensitive Hash Aggregated Nonlinear Neighbourhood Matrix\n                  Factorization for Online Sparse Big Data Analysis},\n  journal      = {CoRR},\n  volume       = {abs/2111.11682},\n  year         = {2021},\n  url          = {https://arxiv.org/abs/2111.11682},\n  eprinttype    = {arXiv},\n  eprint       = {2111.11682},\n  timestamp    = {Sun, 28 Nov 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-11682.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n LegoDNN: Block-grained Scaling of Deep Neural Networks for Mobile Vision.\n \n \n \n \n\n\n \n Han, R.; Zhang, Q.; Liu, C. H.; Wang, G.; Tang, J.; and Chen, L. Y.\n\n\n \n\n\n\n CoRR, abs/2112.09852. 2021.\n \n\n\n\n
\n\n\n\n \n \n $\"LegoDNN:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2112-09852,\n  author       = {Rui Han and\n                  Qinglong Zhang and\n                  Chi Harold Liu and\n                  Guoren Wang and\n                  Jian Tang and\n                  Lydia Y. Chen},\n  title        = {LegoDNN: Block-grained Scaling of Deep Neural Networks for Mobile\n                  Vision},\n  journal      = {CoRR},\n  volume       = {abs/2112.09852},\n  year         = {2021},\n  url          = {https://arxiv.org/abs/2112.09852},\n  eprinttype    = {arXiv},\n  eprint       = {2112.09852},\n  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-09852.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n

\n \n 2020\n \n \n (16)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n \n A note on advances in scheduling algorithms for Cyber-Physical-Social workflows.\n \n \n \n \n\n\n \n Ranjan, R.; Chen, L. Y.; Jayaraman, P. P.; and Zomaya, A. Y.\n\n\n \n\n\n\n Future Gener. Comput. Syst., 108: 1027–1029. 2020.\n \n\n\n\n
\n\n\n\n \n \n $\"A$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/fgcs/RanjanCJZ20,\n  author       = {Rajiv Ranjan and\n                  Lydia Y. Chen and\n                  Prem Prakash Jayaraman and\n                  Albert Y. Zomaya},\n  title        = {A note on advances in scheduling algorithms for Cyber-Physical-Social\n                  workflows},\n  journal      = {Future Gener. Comput. Syst.},\n  volume       = {108},\n  pages        = {1027--1029},\n  year         = {2020},\n  url          = {https://doi.org/10.1016/j.future.2019.05.073},\n  doi          = {10.1016/J.FUTURE.2019.05.073},\n  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/fgcs/RanjanCJZ20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Guest Editorial: Special Section on Data Analytics and Machine Learning for Network and Service Management-Part I.\n \n \n \n \n\n\n \n Zincir-Heywood, N.; Casale, G.; Carrera, D.; Chen, L. Y.; Dhamdhere, A.; Inoue, T.; Lutfiyya, H.; and Samak, T.\n\n\n \n\n\n\n IEEE Trans. Netw. Serv. Manag., 17(4): 1971–1974. 2020.\n \n\n\n\n
\n\n\n\n \n \n $\"Guest$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/tnsm/Zincir-HeywoodC20,\n  author       = {Nur Zincir{-}Heywood and\n                  Giuliano Casale and\n                  David Carrera and\n                  Lydia Y. Chen and\n                  Amogh Dhamdhere and\n                  Takeru Inoue and\n                  Hanan Lutfiyya and\n                  Taghrid Samak},\n  title        = {Guest Editorial: Special Section on Data Analytics and Machine Learning\n                  for Network and Service Management-Part {I}},\n  journal      = {{IEEE} Trans. Netw. Serv. Manag.},\n  volume       = {17},\n  number       = {4},\n  pages        = {1971--1974},\n  year         = {2020},\n  url          = {https://doi.org/10.1109/TNSM.2020.3038736},\n  doi          = {10.1109/TNSM.2020.3038736},\n  timestamp    = {Fri, 08 Dec 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tnsm/Zincir-HeywoodC20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Holistic Technologies for Managing Internet of Things Services.\n \n \n \n \n\n\n \n Ranjan, R.; Hsu, C.; Chen, L. Y.; and Georgakopoulos, D.\n\n\n \n\n\n\n IEEE Trans. Serv. Comput., 13(4): 597–601. 2020.\n \n\n\n\n
\n\n\n\n \n \n $\"Holistic$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/tsc/RanjanHCG20,\n  author       = {Rajiv Ranjan and\n                  Ching{-}Hsien Hsu and\n                  Lydia Y. Chen and\n                  Dimitrios Georgakopoulos},\n  title        = {Holistic Technologies for Managing Internet of Things Services},\n  journal      = {{IEEE} Trans. Serv. Comput.},\n  volume       = {13},\n  number       = {4},\n  pages        = {597--601},\n  year         = {2020},\n  url          = {https://doi.org/10.1109/TSC.2020.3000844},\n  doi          = {10.1109/TSC.2020.3000844},\n  timestamp    = {Thu, 07 Mar 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tsc/RanjanHCG20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Making Neighbors Quiet: An Approach to Detect Virtual Resource Contention.\n \n \n \n \n\n\n \n Vallone, J.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n IEEE Trans. Serv. Comput., 13(5): 843–856. 2020.\n \n\n\n\n
\n\n\n\n \n \n $\"Making$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/tsc/ValloneBC20,\n  author       = {Joel Vallone and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  title        = {Making Neighbors Quiet: An Approach to Detect Virtual Resource Contention},\n  journal      = {{IEEE} Trans. Serv. Comput.},\n  volume       = {13},\n  number       = {5},\n  pages        = {843--856},\n  year         = {2020},\n  url          = {https://doi.org/10.1109/TSC.2017.2720742},\n  doi          = {10.1109/TSC.2017.2720742},\n  timestamp    = {Tue, 20 Oct 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tsc/ValloneBC20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n End-to-End Learning from Noisy Crowd to Supervised Machine Learning Models.\n \n \n \n \n\n\n \n Younesian, T.; Hong, C.; Ghiassi, A.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n In 2nd IEEE International Conference on Cognitive Machine Intelligence, CogMI 2020, Atlanta, GA, USA, October 28-31, 2020, pages 17–26, 2020. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"End-to-End$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/cogmi/YounesianHGBC20,\n  author       = {Taraneh Younesian and\n                  Chi Hong and\n                  Amirmasoud Ghiassi and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  title        = {End-to-End Learning from Noisy Crowd to Supervised Machine Learning\n                  Models},\n  booktitle    = {2nd {IEEE} International Conference on Cognitive Machine Intelligence,\n                  CogMI 2020, Atlanta, GA, USA, October 28-31, 2020},\n  pages        = {17--26},\n  publisher    = {{IEEE}},\n  year         = {2020},\n  url          = {https://doi.org/10.1109/CogMI50398.2020.00013},\n  doi          = {10.1109/COGMI50398.2020.00013},\n  timestamp    = {Mon, 25 Jan 2021 10:19:38 +0100},\n  biburl       = {https://dblp.org/rec/conf/cogmi/YounesianHGBC20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n PipeTune: Pipeline Parallelism of Hyper and System Parameters Tuning for Deep Learning Clusters.\n \n \n \n \n\n\n \n Rocha, I.; Morris, N.; Chen, L. Y.; Felber, P.; Birke, R.; and Schiavoni, V.\n\n\n \n\n\n\n In Silva, D. D.; and Kapitza, R., editor(s), Middleware '20: 21st International Middleware Conference, Delft, The Netherlands, December 7-11, 2020, pages 89–104, 2020. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"PipeTune:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/middleware/RochaMCFBS20,\n  author       = {Isabelly Rocha and\n                  Nathaniel Morris and\n                  Lydia Y. Chen and\n                  Pascal Felber and\n                  Robert Birke and\n                  Valerio Schiavoni},\n  editor       = {Dilma Da Silva and\n                  R{\\"{u}}diger Kapitza},\n  title        = {PipeTune: Pipeline Parallelism of Hyper and System Parameters Tuning\n                  for Deep Learning Clusters},\n  booktitle    = {Middleware '20: 21st International Middleware Conference, Delft, The\n                  Netherlands, December 7-11, 2020},\n  pages        = {89--104},\n  publisher    = {{ACM}},\n  year         = {2020},\n  url          = {https://doi.org/10.1145/3423211.3425692},\n  doi          = {10.1145/3423211.3425692},\n  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/middleware/RochaMCFBS20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n An Exploratory Analysis on Users' Contributions in Federated Learning.\n \n \n \n \n\n\n \n Huang, J.; Talbi, R.; Zhao, Z.; Bouchenak, S.; Chen, L. Y.; and Roos, S.\n\n\n \n\n\n\n In Second IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications, TPS-ISA 2020, Atlanta, GA, USA, October 28-31, 2020, pages 20–29, 2020. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"An$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/tpsisa/HuangTZBCR20,\n  author       = {Jiyue Huang and\n                  Rania Talbi and\n                  Zilong Zhao and\n                  Sara Bouchenak and\n                  Lydia Y. Chen and\n                  Stefanie Roos},\n  title        = {An Exploratory Analysis on Users' Contributions in Federated Learning},\n  booktitle    = {Second {IEEE} International Conference on Trust, Privacy and Security\n                  in Intelligent Systems and Applications, {TPS-ISA} 2020, Atlanta,\n                  GA, USA, October 28-31, 2020},\n  pages        = {20--29},\n  publisher    = {{IEEE}},\n  year         = {2020},\n  url          = {https://doi.org/10.1109/TPS-ISA50397.2020.00014},\n  doi          = {10.1109/TPS-ISA50397.2020.00014},\n  timestamp    = {Thu, 01 Apr 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/tpsisa/HuangTZBCR20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n QActor: On-line Active Learning for Noisy Labeled Stream Data.\n \n \n \n \n\n\n \n Younesian, T.; Zhao, Z.; Ghiassi, A.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n CoRR, abs/2001.10399. 2020.\n \n\n\n\n
\n\n\n\n \n \n $\"QActor:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2001-10399,\n  author       = {Taraneh Younesian and\n                  Zilong Zhao and\n                  Amirmasoud Ghiassi and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  title        = {QActor: On-line Active Learning for Noisy Labeled Stream Data},\n  journal      = {CoRR},\n  volume       = {abs/2001.10399},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2001.10399},\n  eprinttype    = {arXiv},\n  eprint       = {2001.10399},\n  timestamp    = {Thu, 01 Apr 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2001-10399.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n ExpertNet: Adversarial Learning and Recovery Against Noisy Labels.\n \n \n \n \n\n\n \n Ghiassi, A.; Birke, R.; Han, R.; and Chen, L. Y.\n\n\n \n\n\n\n CoRR, abs/2007.05305. 2020.\n \n\n\n\n
\n\n\n\n \n \n $\"ExpertNet:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2007-05305,\n  author       = {Amirmasoud Ghiassi and\n                  Robert Birke and\n                  Rui Han and\n                  Lydia Y. Chen},\n  title        = {ExpertNet: Adversarial Learning and Recovery Against Noisy Labels},\n  journal      = {CoRR},\n  volume       = {abs/2007.05305},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2007.05305},\n  eprinttype    = {arXiv},\n  eprint       = {2007.05305},\n  timestamp    = {Mon, 20 Jul 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-05305.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n TrustNet: Learning from Trusted Data Against (A)symmetric Label Noise.\n \n \n \n \n\n\n \n Ghiassi, A.; Younesian, T.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n CoRR, abs/2007.06324. 2020.\n \n\n\n\n
\n\n\n\n \n \n $\"TrustNet:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2007-06324,\n  author       = {Amirmasoud Ghiassi and\n                  Taraneh Younesian and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  title        = {TrustNet: Learning from Trusted Data Against (A)symmetric Label Noise},\n  journal      = {CoRR},\n  volume       = {abs/2007.06324},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2007.06324},\n  eprinttype    = {arXiv},\n  eprint       = {2007.06324},\n  timestamp    = {Tue, 21 Jul 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-06324.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n\n

\n \n\n \n \n \n \n \n \n PipeTune: Pipeline Parallelism of Hyper and System Parameters Tuning for Deep Learning Clusters.\n \n \n \n \n\n\n \n Rocha, I.; Morris, N.; Chen, L. Y.; Felber, P.; Birke, R.; and Schiavoni, V.\n\n\n \n\n\n\n CoRR, abs/2010.00501. 2020.\n \n\n\n\n
\n\n\n\n \n \n $\"PipeTune:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2010-00501,\n  author       = {Isabelly Rocha and\n                  Nathaniel Morris and\n                  Lydia Y. Chen and\n                  Pascal Felber and\n                  Robert Birke and\n                  Valerio Schiavoni},\n  title        = {PipeTune: Pipeline Parallelism of Hyper and System Parameters Tuning\n                  for Deep Learning Clusters},\n  journal      = {CoRR},\n  volume       = {abs/2010.00501},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2010.00501},\n  eprinttype    = {arXiv},\n  eprint       = {2010.00501},\n  timestamp    = {Mon, 12 Oct 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-00501.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Active Learning for Noisy Data Streams Using Weak and Strong Labelers.\n \n \n \n \n\n\n \n Younesian, T.; Epema, D. H. J.; and Chen, L. Y.\n\n\n \n\n\n\n CoRR, abs/2010.14149. 2020.\n \n\n\n\n
\n\n\n\n \n \n $\"Active$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2010-14149,\n  author       = {Taraneh Younesian and\n                  Dick H. J. Epema and\n                  Lydia Y. Chen},\n  title        = {Active Learning for Noisy Data Streams Using Weak and Strong Labelers},\n  journal      = {CoRR},\n  volume       = {abs/2010.14149},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2010.14149},\n  eprinttype    = {arXiv},\n  eprint       = {2010.14149},\n  timestamp    = {Mon, 02 Nov 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-14149.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n\n

\n \n\n \n \n \n \n \n \n An Exploratory Analysis on Users' Contributions in Federated Learning.\n \n \n \n \n\n\n \n Huang, J.; Talbi, R.; Zhao, Z.; Bouchenak, S.; Chen, L. Y.; and Roos, S.\n\n\n \n\n\n\n CoRR, abs/2011.06830. 2020.\n \n\n\n\n
\n\n\n\n \n \n $\"An$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2011-06830,\n  author       = {Jiyue Huang and\n                  Rania Talbi and\n                  Zilong Zhao and\n                  Sara Bouchenak and\n                  Lydia Y. Chen and\n                  Stefanie Roos},\n  title        = {An Exploratory Analysis on Users' Contributions in Federated Learning},\n  journal      = {CoRR},\n  volume       = {abs/2011.06830},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2011.06830},\n  eprinttype    = {arXiv},\n  eprint       = {2011.06830},\n  timestamp    = {Thu, 01 Apr 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-06830.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n\n

\n \n\n \n \n \n \n \n \n End-to-End Learning from Noisy Crowd to Supervised Machine Learning Models.\n \n \n \n \n\n\n \n Younesian, T.; Hong, C.; Ghiassi, A.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n CoRR, abs/2011.06833. 2020.\n \n\n\n\n
\n\n\n\n \n \n $\"End-to-End$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2011-06833,\n  author       = {Taraneh Younesian and\n                  Chi Hong and\n                  Amirmasoud Ghiassi and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  title        = {End-to-End Learning from Noisy Crowd to Supervised Machine Learning\n                  Models},\n  journal      = {CoRR},\n  volume       = {abs/2011.06833},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2011.06833},\n  eprinttype    = {arXiv},\n  eprint       = {2011.06833},\n  timestamp    = {Wed, 18 Nov 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-06833.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n On Influencing the Influential: Disparity Seeding.\n \n \n \n \n\n\n \n Teng, A.; Li, T.; Liao, Y.; Chen, H.; Pignolet, Y.; Yang, D.; and Chen, L. Y.\n\n\n \n\n\n\n CoRR, abs/2011.08946. 2020.\n \n\n\n\n
\n\n\n\n \n \n $\"On$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2011-08946,\n  author       = {Arwen Teng and\n                  Ting{-}Wei Li and\n                  Yu{-}chi Liao and\n                  Hsi{-}Wen Chen and\n                  Yvonne{-}Anne Pignolet and\n                  De{-}Nian Yang and\n                  Lydia Y. Chen},\n  title        = {On Influencing the Influential: Disparity Seeding},\n  journal      = {CoRR},\n  volume       = {abs/2011.08946},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2011.08946},\n  eprinttype    = {arXiv},\n  eprint       = {2011.08946},\n  timestamp    = {Wed, 17 Mar 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-08946.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n SGD_Tucker: A Novel Stochastic Optimization Strategy for Parallel Sparse Tucker Decomposition.\n \n \n \n \n\n\n \n Li, H.; Li, Z.; Li, K.; Rellermeyer, J. S.; Chen, L. Y.; and Li, K.\n\n\n \n\n\n\n CoRR, abs/2012.03550. 2020.\n \n\n\n\n
\n\n\n\n \n \n $\"SGD_Tucker:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-2012-03550,\n  author       = {Hao Li and\n                  Zixuan Li and\n                  Kenli Li and\n                  Jan S. Rellermeyer and\n                  Lydia Y. Chen and\n                  Keqin Li},\n  title        = {SGD{\\_}Tucker: {A} Novel Stochastic Optimization Strategy for Parallel\n                  Sparse Tucker Decomposition},\n  journal      = {CoRR},\n  volume       = {abs/2012.03550},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2012.03550},\n  eprinttype    = {arXiv},\n  eprint       = {2012.03550},\n  timestamp    = {Wed, 10 Feb 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-03550.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n\n\n\n\n

\n\n

\n \n 2019\n \n \n (9)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n \n Workload-Adaptive Configuration Tuning for Hierarchical Cloud Schedulers.\n \n \n \n \n\n\n \n Han, R.; Liu, C. H.; Zong, Z.; Chen, L. Y.; Liu, W.; Wang, S.; and Zhan, J.\n\n\n \n\n\n\n IEEE Trans. Parallel Distributed Syst., 30(12): 2879–2895. 2019.\n \n\n\n\n
\n\n\n\n \n \n $\"Workload-Adaptive$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/tpds/HanLZCLWZ19,\n  author       = {Rui Han and\n                  Chi Harold Liu and\n                  Zan Zong and\n                  Lydia Y. Chen and\n                  Wending Liu and\n                  Siyi Wang and\n                  Jianfeng Zhan},\n  title        = {Workload-Adaptive Configuration Tuning for Hierarchical Cloud Schedulers},\n  journal      = {{IEEE} Trans. Parallel Distributed Syst.},\n  volume       = {30},\n  number       = {12},\n  pages        = {2879--2895},\n  year         = {2019},\n  url          = {https://doi.org/10.1109/TPDS.2019.2923197},\n  doi          = {10.1109/TPDS.2019.2923197},\n  timestamp    = {Fri, 02 Oct 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tpds/HanLZCLWZ19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Automating Deep Neural Network Model Selection for Edge Inference.\n \n \n \n \n\n\n \n Lu, B.; Yang, J.; Chen, L. Y.; and Ren, S.\n\n\n \n\n\n\n In 2019 IEEE First International Conference on Cognitive Machine Intelligence (CogMI), Los Angeles, CA, USA, December 12-14, 2019, pages 184–193, 2019. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Automating$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/cogmi/LuYCR19,\n  author       = {Bingqian Lu and\n                  Jianyi Yang and\n                  Lydia Y. Chen and\n                  Shaolei Ren},\n  title        = {Automating Deep Neural Network Model Selection for Edge Inference},\n  booktitle    = {2019 {IEEE} First International Conference on Cognitive Machine Intelligence\n                  (CogMI), Los Angeles, CA, USA, December 12-14, 2019},\n  pages        = {184--193},\n  publisher    = {{IEEE}},\n  year         = {2019},\n  url          = {https://doi.org/10.1109/CogMI48466.2019.00035},\n  doi          = {10.1109/COGMI48466.2019.00035},\n  timestamp    = {Mon, 09 Mar 2020 18:00:20 +0100},\n  biburl       = {https://dblp.org/rec/conf/cogmi/LuYCR19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Robust Anomaly Detection on Unreliable Data.\n \n \n \n \n\n\n \n Zhao, Z.; Cerf, S.; Birke, R.; Robu, B.; Bouchenak, S.; Mokhtar, S. B.; and Chen, L. Y.\n\n\n \n\n\n\n In 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2019, Portland, OR, USA, June 24-27, 2019, pages 630–637, 2019. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Robust$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/dsn/ZhaoCBRBMC19,\n  author       = {Zilong Zhao and\n                  Sophie Cerf and\n                  Robert Birke and\n                  Bogdan Robu and\n                  Sara Bouchenak and\n                  Sonia Ben Mokhtar and\n                  Lydia Y. Chen},\n  title        = {Robust Anomaly Detection on Unreliable Data},\n  booktitle    = {49th Annual {IEEE/IFIP} International Conference on Dependable Systems\n                  and Networks, {DSN} 2019, Portland, OR, USA, June 24-27, 2019},\n  pages        = {630--637},\n  publisher    = {{IEEE}},\n  year         = {2019},\n  url          = {https://doi.org/10.1109/DSN.2019.00068},\n  doi          = {10.1109/DSN.2019.00068},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/dsn/ZhaoCBRBMC19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Chisel: Reshaping Queries to Trim Latency in Key-Value Stores.\n \n \n \n \n\n\n \n Birke, R.; Pérez, J. F.; Mokhtar, S. B.; Rameshan, N.; and Chen, L. Y.\n\n\n \n\n\n\n In 2019 IEEE International Conference on Autonomic Computing, ICAC 2019, Umeå, Sweden, June 16-20, 2019, pages 42–51, 2019. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Chisel:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/icac/BirkePMRC19,\n  author       = {Robert Birke and\n                  Juan F. P{\\'{e}}rez and\n                  Sonia Ben Mokhtar and\n                  Navaneeth Rameshan and\n                  Lydia Y. Chen},\n  title        = {Chisel: Reshaping Queries to Trim Latency in Key-Value Stores},\n  booktitle    = {2019 {IEEE} International Conference on Autonomic Computing, {ICAC}\n                  2019, Ume{\\aa}, Sweden, June 16-20, 2019},\n  pages        = {42--51},\n  publisher    = {{IEEE}},\n  year         = {2019},\n  url          = {https://doi.org/10.1109/ICAC.2019.00016},\n  doi          = {10.1109/ICAC.2019.00016},\n  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icac/BirkePMRC19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Differential Approximation and Sprinting for Multi-Priority Big Data Engines.\n \n \n \n \n\n\n \n Birke, R.; Rocha, I.; Pérez, J. F.; Schiavoni, V.; Felber, P.; and Chen, L. Y.\n\n\n \n\n\n\n In Proceedings of the 20th International Middleware Conference, Middleware 2019, Davis, CA, USA, December 9-13, 2019, pages 202–214, 2019. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"Differential$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/middleware/BirkeRPSFC19,\n  author       = {Robert Birke and\n                  Isabelly Rocha and\n                  Juan F. P{\\'{e}}rez and\n                  Valerio Schiavoni and\n                  Pascal Felber and\n                  Lydia Y. Chen},\n  title        = {Differential Approximation and Sprinting for Multi-Priority Big Data\n                  Engines},\n  booktitle    = {Proceedings of the 20th International Middleware Conference, Middleware\n                  2019, Davis, CA, USA, December 9-13, 2019},\n  pages        = {202--214},\n  publisher    = {{ACM}},\n  year         = {2019},\n  url          = {https://doi.org/10.1145/3361525.3361547},\n  doi          = {10.1145/3361525.3361547},\n  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/middleware/BirkeRPSFC19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n\n

\n \n\n \n \n \n \n \n \n Robust (Deep) Learning Framework Against Dirty Labels and Beyond.\n \n \n \n \n\n\n \n Ghiassi, A.; Younesian, T.; Zhao, Z.; Birke, R.; Schiavoni, V.; and Chen, L. Y.\n\n\n \n\n\n\n In First IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications, TPS-ISA 2019, Los Angeles, CA, USA, December 12-14, 2019, pages 236–244, 2019. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Robust$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/tpsisa/GhiassiYZBSC19,\n  author       = {Amirmasoud Ghiassi and\n                  Taraneh Younesian and\n                  Zilong Zhao and\n                  Robert Birke and\n                  Valerio Schiavoni and\n                  Lydia Y. Chen},\n  title        = {Robust (Deep) Learning Framework Against Dirty Labels and Beyond},\n  booktitle    = {First {IEEE} International Conference on Trust, Privacy and Security\n                  in Intelligent Systems and Applications, {TPS-ISA} 2019, Los Angeles,\n                  CA, USA, December 12-14, 2019},\n  pages        = {236--244},\n  publisher    = {{IEEE}},\n  year         = {2019},\n  url          = {https://doi.org/10.1109/TPS-ISA48467.2019.00038},\n  doi          = {10.1109/TPS-ISA48467.2019.00038},\n  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/tpsisa/GhiassiYZBSC19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Opportunities and Challenges for Resource Management and Machine Learning Clusters.\n \n \n \n \n\n\n \n Chen, L. Y.\n\n\n \n\n\n\n In Johnson, K.; Spillner, J.; Klusácek, D.; and Anjum, A., editor(s), Proceedings of the 12th IEEE/ACM International Conference on Utility and Cloud Computing, UCC 2019, Companion Volume, Auckland, New Zealand, December 2-5, 2019, pages 165–166, 2019. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"Opportunities$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/ucc/Chen19,\n  author       = {Lydia Y. Chen},\n  editor       = {Kenneth Johnson and\n                  Josef Spillner and\n                  Dalibor Klus{\\'{a}}cek and\n                  Ashiq Anjum},\n  title        = {Opportunities and Challenges for Resource Management and Machine Learning\n                  Clusters},\n  booktitle    = {Proceedings of the 12th {IEEE/ACM} International Conference on Utility\n                  and Cloud Computing, {UCC} 2019, Companion Volume, Auckland, New Zealand,\n                  December 2-5, 2019},\n  pages        = {165--166},\n  publisher    = {{ACM}},\n  year         = {2019},\n  url          = {https://doi.org/10.1145/3368235.3369376},\n  doi          = {10.1145/3368235.3369376},\n  timestamp    = {Fri, 29 Nov 2019 12:06:33 +0100},\n  biburl       = {https://dblp.org/rec/conf/ucc/Chen19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n\n

\n \n\n \n \n \n \n \n \n Differential Approximation and Sprinting for Multi-Priority Big Data Engines.\n \n \n \n \n\n\n \n Birke, R.; Rocha, I.; Pérez, J. F.; Schiavoni, V.; Felber, P.; and Chen, L. Y.\n\n\n \n\n\n\n CoRR, abs/1909.05531. 2019.\n \n\n\n\n
\n\n\n\n \n \n $\"Differential$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-1909-05531,\n  author       = {Robert Birke and\n                  Isabelly Rocha and\n                  Juan F. P{\\'{e}}rez and\n                  Valerio Schiavoni and\n                  Pascal Felber and\n                  Lydia Y. Chen},\n  title        = {Differential Approximation and Sprinting for Multi-Priority Big Data\n                  Engines},\n  journal      = {CoRR},\n  volume       = {abs/1909.05531},\n  year         = {2019},\n  url          = {http://arxiv.org/abs/1909.05531},\n  eprinttype    = {arXiv},\n  eprint       = {1909.05531},\n  timestamp    = {Wed, 18 Sep 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1909-05531.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n RAD: On-line Anomaly Detection for Highly Unreliable Data.\n \n \n \n \n\n\n \n Zhao, Z.; Birke, R.; Han, R.; Robu, B.; Bouchenak, S.; Mokhtar, S. B.; and Chen, L. Y.\n\n\n \n\n\n\n CoRR, abs/1911.04383. 2019.\n \n\n\n\n
\n\n\n\n \n \n $\"RAD:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/corr/abs-1911-04383,\n  author       = {Zilong Zhao and\n                  Robert Birke and\n                  Rui Han and\n                  Bogdan Robu and\n                  Sara Bouchenak and\n                  Sonia Ben Mokhtar and\n                  Lydia Y. Chen},\n  title        = {{RAD:} On-line Anomaly Detection for Highly Unreliable Data},\n  journal      = {CoRR},\n  volume       = {abs/1911.04383},\n  year         = {2019},\n  url          = {http://arxiv.org/abs/1911.04383},\n  eprinttype    = {arXiv},\n  eprint       = {1911.04383},\n  timestamp    = {Thu, 01 Apr 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-04383.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n\n\n\n\n

\n\n

\n \n 2018\n \n \n (11)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n \n Holistic Workload Scaling: A New Approach to Compute Acceleration in the Cloud.\n \n \n \n \n\n\n \n Pérez, J. F.; Chen, L. Y.; Villari, M.; and Ranjan, R.\n\n\n \n\n\n\n IEEE Cloud Comput., 5(1): 20–30. 2018.\n \n\n\n\n
\n\n\n\n \n \n $\"Holistic$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/cloudcomp/PerezCVR18,\n  author       = {Juan Fernando P{\\'{e}}rez and\n                  Lydia Y. Chen and\n                  Massimo Villari and\n                  Rajiv Ranjan},\n  title        = {Holistic Workload Scaling: {A} New Approach to Compute Acceleration\n                  in the Cloud},\n  journal      = {{IEEE} Cloud Comput.},\n  volume       = {5},\n  number       = {1},\n  pages        = {20--30},\n  year         = {2018},\n  url          = {https://doi.org/10.1109/MCC.2018.011791711},\n  doi          = {10.1109/MCC.2018.011791711},\n  timestamp    = {Fri, 30 Dec 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/cloudcomp/PerezCVR18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n\n

\n \n\n \n \n \n \n \n \n A multi-layered performance analysis for cloud-based topic detection and tracking in Big Data applications.\n \n \n \n \n\n\n \n Wang, M.; Jayaraman, P. P.; Solaiman, E.; Chen, L. Y.; Li, Z.; Song, J.; Georgakopoulos, D.; and Ranjan, R.\n\n\n \n\n\n\n Future Gener. Comput. Syst., 87: 580–590. 2018.\n \n\n\n\n
\n\n\n\n \n \n $\"A$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/fgcs/WangJSCLSGR18,\n  author       = {Meisong Wang and\n                  Prem Prakash Jayaraman and\n                  Ellis Solaiman and\n                  Lydia Y. Chen and\n                  Zheng Li and\n                  Jun Song and\n                  Dimitrios Georgakopoulos and\n                  Rajiv Ranjan},\n  title        = {A multi-layered performance analysis for cloud-based topic detection\n                  and tracking in Big Data applications},\n  journal      = {Future Gener. Comput. Syst.},\n  volume       = {87},\n  pages        = {580--590},\n  year         = {2018},\n  url          = {https://doi.org/10.1016/j.future.2018.01.047},\n  doi          = {10.1016/J.FUTURE.2018.01.047},\n  timestamp    = {Thu, 07 Mar 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/fgcs/WangJSCLSGR18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

\n\n\n\n

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\n \n\n \n \n \n \n \n \n Effective Capacity Modulation as an Explicit Control Knob for Public Cloud Profitability.\n \n \n \n \n\n\n \n Wang, C.; Urgaonkar, B.; Kesidis, G.; Gupta, A.; Chen, L. Y.; and Birke, R.\n\n\n \n\n\n\n ACM Trans. Auton. Adapt. Syst., 13(1): 2:1–2:25. 2018.\n \n\n\n\n
\n\n\n\n \n \n $\"Effective$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/taas/WangUKGCB18,\n  author       = {Cheng Wang and\n                  Bhuvan Urgaonkar and\n                  George Kesidis and\n                  Aayush Gupta and\n                  Lydia Y. Chen and\n                  Robert Birke},\n  title        = {Effective Capacity Modulation as an Explicit Control Knob for Public\n                  Cloud Profitability},\n  journal      = {{ACM} Trans. Auton. Adapt. Syst.},\n  volume       = {13},\n  number       = {1},\n  pages        = {2:1--2:25},\n  year         = {2018},\n  url          = {https://doi.org/10.1145/3139291},\n  doi          = {10.1145/3139291},\n  timestamp    = {Tue, 24 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/taas/WangUKGCB18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Optimizing for Tail Sojourn Times of Cloud Clusters.\n \n \n \n \n\n\n \n Björkqvist, M.; Gautam, N.; Birke, R.; Chen, L. Y.; and Binder, W.\n\n\n \n\n\n\n IEEE Trans. Cloud Comput., 6(1): 156–167. 2018.\n \n\n\n\n
\n\n\n\n \n \n $\"Optimizing$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/tcc/BjorkqvistGBCB18,\n  author       = {Mathias Bj{\\"{o}}rkqvist and\n                  Natarajan Gautam and\n                  Robert Birke and\n                  Lydia Y. Chen and\n                  Walter Binder},\n  title        = {Optimizing for Tail Sojourn Times of Cloud Clusters},\n  journal      = {{IEEE} Trans. Cloud Comput.},\n  volume       = {6},\n  number       = {1},\n  pages        = {156--167},\n  year         = {2018},\n  url          = {https://doi.org/10.1109/TCC.2015.2474367},\n  doi          = {10.1109/TCC.2015.2474367},\n  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tcc/BjorkqvistGBCB18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Spatial-Temporal Prediction Models for Active Ticket Managing in Data Centers.\n \n \n \n \n\n\n \n Xue, J.; Birke, R.; Chen, L. Y.; and Smirni, E.\n\n\n \n\n\n\n IEEE Trans. Netw. Serv. Manag., 15(1): 39–52. 2018.\n \n\n\n\n
\n\n\n\n \n \n $\"Spatial-Temporal$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/tnsm/XueBCS18,\n  author       = {Ji Xue and\n                  Robert Birke and\n                  Lydia Y. Chen and\n                  Evgenia Smirni},\n  title        = {Spatial-Temporal Prediction Models for Active Ticket Managing in Data\n                  Centers},\n  journal      = {{IEEE} Trans. Netw. Serv. Manag.},\n  volume       = {15},\n  number       = {1},\n  pages        = {39--52},\n  year         = {2018},\n  url          = {https://doi.org/10.1109/TNSM.2018.2794409},\n  doi          = {10.1109/TNSM.2018.2794409},\n  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tnsm/XueBCS18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Towards Dynamic End-to-End Privacy Preserving Data Classification.\n \n \n \n \n\n\n \n Talbi, R.; Bouchenak, S.; and Chen, L. Y.\n\n\n \n\n\n\n In 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, DSN Workshops 2018, Luxembourg, June 25-28, 2018, pages 73–74, 2018. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Towards$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/dsn/TalbiBC18,\n  author       = {Rania Talbi and\n                  Sara Bouchenak and\n                  Lydia Y. Chen},\n  title        = {Towards Dynamic End-to-End Privacy Preserving Data Classification},\n  booktitle    = {48th Annual {IEEE/IFIP} International Conference on Dependable Systems\n                  and Networks Workshops, {DSN} Workshops 2018, Luxembourg, June 25-28,\n                  2018},\n  pages        = {73--74},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2018},\n  url          = {https://doi.ieeecomputersociety.org/10.1109/DSN-W.2018.00036},\n  doi          = {10.1109/DSN-W.2018.00036},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/dsn/TalbiBC18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Model-driven computational sprinting.\n \n \n \n \n\n\n \n Morris, N.; Stewart, C.; Chen, L. Y.; Birke, R.; and Kelley, J.\n\n\n \n\n\n\n In Oliveira, R.; Felber, P.; and Hu, Y. C., editor(s), Proceedings of the Thirteenth EuroSys Conference, EuroSys 2018, Porto, Portugal, April 23-26, 2018, pages 38:1–38:13, 2018. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"Model-driven$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/eurosys/MorrisSCBK18,\n  author       = {Nathaniel Morris and\n                  Christopher Stewart and\n                  Lydia Y. Chen and\n                  Robert Birke and\n                  Jaimie Kelley},\n  editor       = {Rui Oliveira and\n                  Pascal Felber and\n                  Y. Charlie Hu},\n  title        = {Model-driven computational sprinting},\n  booktitle    = {Proceedings of the Thirteenth EuroSys Conference, EuroSys 2018, Porto,\n                  Portugal, April 23-26, 2018},\n  pages        = {38:1--38:13},\n  publisher    = {{ACM}},\n  year         = {2018},\n  url          = {https://doi.org/10.1145/3190508.3190543},\n  doi          = {10.1145/3190508.3190543},\n  timestamp    = {Thu, 23 Jun 2022 19:57:07 +0200},\n  biburl       = {https://dblp.org/rec/conf/eurosys/MorrisSCBK18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n SmallTail: Scaling Cores and Probabilistic Cloning Requests for Web Systems.\n \n \n \n \n\n\n \n Lakew, E. B.; Birke, R.; Pérez, J. F.; Elmroth, E.; and Chen, L. Y.\n\n\n \n\n\n\n In 2018 IEEE International Conference on Autonomic Computing, ICAC 2018, Trento, Italy, September 3-7, 2018, pages 31–40, 2018. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"SmallTail:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/icac/LakewBPEC18,\n  author       = {Ewnetu Bayuh Lakew and\n                  Robert Birke and\n                  Juan F. P{\\'{e}}rez and\n                  Erik Elmroth and\n                  Lydia Y. Chen},\n  title        = {SmallTail: Scaling Cores and Probabilistic Cloning Requests for Web\n                  Systems},\n  booktitle    = {2018 {IEEE} International Conference on Autonomic Computing, {ICAC}\n                  2018, Trento, Italy, September 3-7, 2018},\n  pages        = {31--40},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2018},\n  url          = {https://doi.org/10.1109/ICAC.2018.00013},\n  doi          = {10.1109/ICAC.2018.00013},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icac/LakewBPEC18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n AdaptiveConfig: Run-Time Configuration of Cluster Schedulers for Cloud Short-Running Jobs.\n \n \n \n \n\n\n \n Han, R.; Zong, Z.; Chen, L. Y.; Wang, S.; and Zhan, J.\n\n\n \n\n\n\n In 38th IEEE International Conference on Distributed Computing Systems, ICDCS 2018, Vienna, Austria, July 2-6, 2018, pages 1519–1526, 2018. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"AdaptiveConfig:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/icdcs/0001ZCWZ18,\n  author       = {Rui Han and\n                  Zan Zong and\n                  Lydia Y. Chen and\n                  Siyi Wang and\n                  Jianfeng Zhan},\n  title        = {AdaptiveConfig: Run-Time Configuration of Cluster Schedulers for Cloud\n                  Short-Running Jobs},\n  booktitle    = {38th {IEEE} International Conference on Distributed Computing Systems,\n                  {ICDCS} 2018, Vienna, Austria, July 2-6, 2018},\n  pages        = {1519--1526},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2018},\n  url          = {https://doi.org/10.1109/ICDCS.2018.00158},\n  doi          = {10.1109/ICDCS.2018.00158},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdcs/0001ZCWZ18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n A Speech and Lip Authentication System Based On Android Smart Phone.\n \n \n \n \n\n\n \n Zhang, X.; Zhang, J.; He, T.; Chen, L. Y.; Shen, Y.; and Xu, X.\n\n\n \n\n\n\n In Proceedings of the 6th International Conference on Information Technology: IoT and Smart City, December 29-31, Hong Kong, China, pages 110–114, 2018. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"A$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/icit/ZhangZHCSX18,\n  author       = {Xinman Zhang and\n                  Jiayu Zhang and\n                  Tingting He and\n                  Lydia Yiyu Chen and\n                  Yuanjun Shen and\n                  Xuebin Xu},\n  title        = {A Speech and Lip Authentication System Based On Android Smart Phone},\n  booktitle    = {Proceedings of the 6th International Conference on Information Technology:\n                  IoT and Smart City, December 29-31, Hong Kong, China},\n  pages        = {110--114},\n  publisher    = {{ACM}},\n  year         = {2018},\n  url          = {https://doi.org/10.1145/3301551.3301600},\n  doi          = {10.1145/3301551.3301600},\n  timestamp    = {Wed, 03 Apr 2019 17:06:35 +0200},\n  biburl       = {https://dblp.org/rec/conf/icit/ZhangZHCSX18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Héron: Taming Tail Latencies in Key-Value Stores Under Heterogeneous Workloads.\n \n \n \n \n\n\n \n Jaiman, V.; Mokhtar, S. B.; Quéma, V.; Chen, L. Y.; and Rivière, E.\n\n\n \n\n\n\n In 37th IEEE Symposium on Reliable Distributed Systems, SRDS 2018, Salvador, Brazil, October 2-5, 2018, pages 191–200, 2018. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Héron:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/srds/JaimanMQCR18,\n  author       = {Vikas Jaiman and\n                  Sonia Ben Mokhtar and\n                  Vivien Qu{\\'{e}}ma and\n                  Lydia Y. Chen and\n                  Etienne Rivi{\\`{e}}re},\n  title        = {H{\\'{e}}ron: Taming Tail Latencies in Key-Value Stores Under Heterogeneous\n                  Workloads},\n  booktitle    = {37th {IEEE} Symposium on Reliable Distributed Systems, {SRDS} 2018,\n                  Salvador, Brazil, October 2-5, 2018},\n  pages        = {191--200},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2018},\n  url          = {https://doi.org/10.1109/SRDS.2018.00030},\n  doi          = {10.1109/SRDS.2018.00030},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/srds/JaimanMQCR18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n 2017\n \n \n (17)\n \n \n

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\n \n\n \n \n \n \n \n \n Software Defined Membrane: Policy-Driven Edge and Internet of Things Security.\n \n \n \n \n\n\n \n Villari, M.; Fazio, M.; Dustdar, S.; Rana, O. F.; Chen, L. Y.; and Ranjan, R.\n\n\n \n\n\n\n IEEE Cloud Comput., 4(4): 92–99. 2017.\n \n\n\n\n
\n\n\n\n \n \n $\"Software$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/cloudcomp/VillariFDRCR17,\n  author       = {Massimo Villari and\n                  Maria Fazio and\n                  Schahram Dustdar and\n                  Omer F. Rana and\n                  Lydia Y. Chen and\n                  Rajiv Ranjan},\n  title        = {Software Defined Membrane: Policy-Driven Edge and Internet of Things\n                  Security},\n  journal      = {{IEEE} Cloud Comput.},\n  volume       = {4},\n  number       = {4},\n  pages        = {92--99},\n  year         = {2017},\n  url          = {https://doi.org/10.1109/MCC.2017.3791014},\n  doi          = {10.1109/MCC.2017.3791014},\n  timestamp    = {Fri, 30 Dec 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/cloudcomp/VillariFDRCR17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Bringing 5G into Rural and Low-Income Areas: Is It Feasible?.\n \n \n \n \n\n\n \n Chiaraviglio, L.; Blefari-Melazzi, N.; Liu, W.; Gutiérrez, J. A.; van de Beek, J.; Birke, R.; Chen, L. Y.; Idzikowski, F.; Kilper, D. C.; Monti, P.; Bagula, A. B.; and Wu, J.\n\n\n \n\n\n\n IEEE Commun. Stand. Mag., 1(3): 50–57. 2017.\n \n\n\n\n
\n\n\n\n \n \n $\"Bringing$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/csm/ChiaraviglioBLG17,\n  author       = {Luca Chiaraviglio and\n                  Nicola Blefari{-}Melazzi and\n                  William Liu and\n                  Jairo A. Guti{\\'{e}}rrez and\n                  Jaap van de Beek and\n                  Robert Birke and\n                  Lydia Y. Chen and\n                  Filip Idzikowski and\n                  Daniel C. Kilper and\n                  Paolo Monti and\n                  Antoine B. Bagula and\n                  Jinsong Wu},\n  title        = {Bringing 5G into Rural and Low-Income Areas: Is It Feasible?},\n  journal      = {{IEEE} Commun. Stand. Mag.},\n  volume       = {1},\n  number       = {3},\n  pages        = {50--57},\n  year         = {2017},\n  url          = {https://doi.org/10.1109/MCOMSTD.2017.1700023},\n  doi          = {10.1109/MCOMSTD.2017.1700023},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/csm/ChiaraviglioBLG17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Reprint of \"Robust partial-load experiments with Showstopper\".\n \n \n \n \n\n\n \n Podzimek, A.; Bulej, L.; Chen, L. Y.; Binder, W.; and Tuma, P.\n\n\n \n\n\n\n Future Gener. Comput. Syst., 72: 81–104. 2017.\n \n\n\n\n
\n\n\n\n \n \n $\"Reprint$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/fgcs/PodzimekBCBT17,\n  author       = {Andrej Podzimek and\n                  Lubom{\\'{\\i}}r Bulej and\n                  Lydia Y. Chen and\n                  Walter Binder and\n                  Petr Tuma},\n  title        = {Reprint of "Robust partial-load experiments with Showstopper"},\n  journal      = {Future Gener. Comput. Syst.},\n  volume       = {72},\n  pages        = {81--104},\n  year         = {2017},\n  url          = {https://doi.org/10.1016/j.future.2016.11.013},\n  doi          = {10.1016/J.FUTURE.2016.11.013},\n  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/fgcs/PodzimekBCBT17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Priority Scheduling for Heterogeneous Workloads: Tradeoff Between Evictions and Response Time.\n \n \n \n \n\n\n \n Cavdar, D.; Chen, L. Y.; and Alagöz, F.\n\n\n \n\n\n\n IEEE Syst. J., 11(2): 684–695. 2017.\n \n\n\n\n
\n\n\n\n \n \n $\"Priority$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/sj/CavdarCA17,\n  author       = {Derya Cavdar and\n                  Lydia Y. Chen and\n                  Fatih Alag{\\"{o}}z},\n  title        = {Priority Scheduling for Heterogeneous Workloads: Tradeoff Between\n                  Evictions and Response Time},\n  journal      = {{IEEE} Syst. J.},\n  volume       = {11},\n  number       = {2},\n  pages        = {684--695},\n  year         = {2017},\n  url          = {https://doi.org/10.1109/JSYST.2015.2455875},\n  doi          = {10.1109/JSYST.2015.2455875},\n  timestamp    = {Fri, 11 Sep 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/sj/CavdarCA17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Cutting Latency Tail: Analyzing and Validating Replication without Canceling.\n \n \n \n \n\n\n \n Qiu, Z.; Pérez, J. F.; Birke, R.; Chen, L. Y.; and Harrison, P. G.\n\n\n \n\n\n\n IEEE Trans. Parallel Distributed Syst., 28(11): 3128–3141. 2017.\n \n\n\n\n
\n\n\n\n \n \n $\"Cutting$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/tpds/QiuPBCH17,\n  author       = {Zhan Qiu and\n                  Juan F. P{\\'{e}}rez and\n                  Robert Birke and\n                  Lydia Y. Chen and\n                  Peter G. Harrison},\n  title        = {Cutting Latency Tail: Analyzing and Validating Replication without\n                  Canceling},\n  journal      = {{IEEE} Trans. Parallel Distributed Syst.},\n  volume       = {28},\n  number       = {11},\n  pages        = {3128--3141},\n  year         = {2017},\n  url          = {https://doi.org/10.1109/TPDS.2017.2706268},\n  doi          = {10.1109/TPDS.2017.2706268},\n  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tpds/QiuPBCH17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Failure Analysis and Prediction for Big-Data Systems.\n \n \n \n \n\n\n \n Rosà, A.; Chen, L. Y.; and Binder, W.\n\n\n \n\n\n\n IEEE Trans. Serv. Comput., 10(6): 984–998. 2017.\n \n\n\n\n
\n\n\n\n \n \n $\"Failure$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/tsc/RosaCB17,\n  author       = {Andrea Ros{\\`{a}} and\n                  Lydia Y. Chen and\n                  Walter Binder},\n  title        = {Failure Analysis and Prediction for Big-Data Systems},\n  journal      = {{IEEE} Trans. Serv. Comput.},\n  volume       = {10},\n  number       = {6},\n  pages        = {984--998},\n  year         = {2017},\n  url          = {https://doi.org/10.1109/TSC.2016.2543718},\n  doi          = {10.1109/TSC.2016.2543718},\n  timestamp    = {Sun, 06 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tsc/RosaCB17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Early work on modeling computational sprinting.\n \n \n \n \n\n\n \n Morris, N.; Stewart, C.; Birke, R.; Chen, L. Y.; and Kelley, J.\n\n\n \n\n\n\n In Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, September 24-27, 2017, pages 661, 2017. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"Early$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/cloud/MorrisSBCK17,\n  author       = {Nathaniel Morris and\n                  Christopher Stewart and\n                  Robert Birke and\n                  Lydia Y. Chen and\n                  Jaimie Kelley},\n  title        = {Early work on modeling computational sprinting},\n  booktitle    = {Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa\n                  Clara, CA, USA, September 24-27, 2017},\n  pages        = {661},\n  publisher    = {{ACM}},\n  year         = {2017},\n  url          = {https://doi.org/10.1145/3127479.3132691},\n  doi          = {10.1145/3127479.3132691},\n  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/cloud/MorrisSBCK17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Meeting Latency Target in Transient Burst: A Case on Spark Streaming.\n \n \n \n \n\n\n \n Birke, R.; Björkqvist, M.; Kalyvianaki, E.; and Chen, L. Y.\n\n\n \n\n\n\n In 2017 IEEE International Conference on Cloud Engineering, IC2E 2017, Vancouver, BC, Canada, April 4-7, 2017, pages 149–158, 2017. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Meeting$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/ic2e/BirkeBKC17,\n  author       = {Robert Birke and\n                  Mathias Bj{\\"{o}}rkqvist and\n                  Evangelia Kalyvianaki and\n                  Lydia Y. Chen},\n  title        = {Meeting Latency Target in Transient Burst: {A} Case on Spark Streaming},\n  booktitle    = {2017 {IEEE} International Conference on Cloud Engineering, {IC2E}\n                  2017, Vancouver, BC, Canada, April 4-7, 2017},\n  pages        = {149--158},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2017},\n  url          = {https://doi.org/10.1109/IC2E.2017.17},\n  doi          = {10.1109/IC2E.2017.17},\n  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ic2e/BirkeBKC17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n AccStream: Accuracy-Aware Overload Management for Stream Processing Systems.\n \n \n \n \n\n\n \n Sun, H.; Birke, R.; Binder, W.; Björkqvist, M.; and Chen, L. Y.\n\n\n \n\n\n\n In Wang, X.; Stewart, C.; and Lei, H., editor(s), 2017 IEEE International Conference on Autonomic Computing, ICAC 2017, Columbus, OH, USA, July 17-21, 2017, pages 39–48, 2017. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"AccStream:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/icac/SunBBBC17,\n  author       = {Haiyang Sun and\n                  Robert Birke and\n                  Walter Binder and\n                  Mathias Bj{\\"{o}}rkqvist and\n                  Lydia Y. Chen},\n  editor       = {Xiaorui Wang and\n                  Christopher Stewart and\n                  Hui Lei},\n  title        = {AccStream: Accuracy-Aware Overload Management for Stream Processing\n                  Systems},\n  booktitle    = {2017 {IEEE} International Conference on Autonomic Computing, {ICAC}\n                  2017, Columbus, OH, USA, July 17-21, 2017},\n  pages        = {39--48},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2017},\n  url          = {https://doi.org/10.1109/ICAC.2017.37},\n  doi          = {10.1109/ICAC.2017.37},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icac/SunBBBC17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Dual Scaling VMs and Queries: Cost-Effective Latency Curtailment.\n \n \n \n \n\n\n \n Pérez, J. F.; Birke, R.; Björkqvist, M.; and Chen, L. Y.\n\n\n \n\n\n\n In Lee, K.; and Liu, L., editor(s), 37th IEEE International Conference on Distributed Computing Systems, ICDCS 2017, Atlanta, GA, USA, June 5-8, 2017, pages 988–998, 2017. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Dual$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/icdcs/PerezBBC17,\n  author       = {Juan F. P{\\'{e}}rez and\n                  Robert Birke and\n                  Mathias Bj{\\"{o}}rkqvist and\n                  Lydia Y. Chen},\n  editor       = {Kisung Lee and\n                  Ling Liu},\n  title        = {Dual Scaling VMs and Queries: Cost-Effective Latency Curtailment},\n  booktitle    = {37th {IEEE} International Conference on Distributed Computing Systems,\n                  {ICDCS} 2017, Atlanta, GA, USA, June 5-8, 2017},\n  pages        = {988--998},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2017},\n  url          = {https://doi.org/10.1109/ICDCS.2017.231},\n  doi          = {10.1109/ICDCS.2017.231},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdcs/PerezBBC17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Power of redundancy: Designing partial replication for multi-tier applications.\n \n \n \n \n\n\n \n Birke, R.; Pérez, J. F.; Qiu, Z.; Björkqvist, M.; and Chen, L. Y.\n\n\n \n\n\n\n In 2017 IEEE Conference on Computer Communications, INFOCOM 2017, Atlanta, GA, USA, May 1-4, 2017, pages 1–9, 2017. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Power$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/infocom/BirkePQBC17,\n  author       = {Robert Birke and\n                  Juan F. P{\\'{e}}rez and\n                  Zhan Qiu and\n                  Mathias Bj{\\"{o}}rkqvist and\n                  Lydia Y. Chen},\n  title        = {Power of redundancy: Designing partial replication for multi-tier\n                  applications},\n  booktitle    = {2017 {IEEE} Conference on Computer Communications, {INFOCOM} 2017,\n                  Atlanta, GA, USA, May 1-4, 2017},\n  pages        = {1--9},\n  publisher    = {{IEEE}},\n  year         = {2017},\n  url          = {https://doi.org/10.1109/INFOCOM.2017.8056974},\n  doi          = {10.1109/INFOCOM.2017.8056974},\n  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},\n  biburl       = {https://dblp.org/rec/conf/infocom/BirkePQBC17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n On the latency-accuracy tradeoff in approximate MapReduce jobs.\n \n \n \n \n\n\n \n Pérez, J. F.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n In 2017 IEEE Conference on Computer Communications, INFOCOM 2017, Atlanta, GA, USA, May 1-4, 2017, pages 1–9, 2017. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"On$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/infocom/PerezBC17,\n  author       = {Juan F. P{\\'{e}}rez and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  title        = {On the latency-accuracy tradeoff in approximate MapReduce jobs},\n  booktitle    = {2017 {IEEE} Conference on Computer Communications, {INFOCOM} 2017,\n                  Atlanta, GA, USA, May 1-4, 2017},\n  pages        = {1--9},\n  publisher    = {{IEEE}},\n  year         = {2017},\n  url          = {https://doi.org/10.1109/INFOCOM.2017.8057038},\n  doi          = {10.1109/INFOCOM.2017.8057038},\n  timestamp    = {Fri, 02 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/infocom/PerezBC17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Work-in-Progress: Maximizing Model Accuracy in Real-time and Iterative Machine Learning.\n \n \n \n \n\n\n \n Han, R.; Zhang, F.; Chen, L. Y.; and Zhan, J.\n\n\n \n\n\n\n In 2017 IEEE Real-Time Systems Symposium, RTSS 2017, Paris, France, December 5-8, 2017, pages 351–353, 2017. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Work-in-Progress:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/rtss/HanZCZ17,\n  author       = {Rui Han and\n                  Fan Zhang and\n                  Lydia Y. Chen and\n                  Jianfeng Zhan},\n  title        = {Work-in-Progress: Maximizing Model Accuracy in Real-time and Iterative\n                  Machine Learning},\n  booktitle    = {2017 {IEEE} Real-Time Systems Symposium, {RTSS} 2017, Paris, France,\n                  December 5-8, 2017},\n  pages        = {351--353},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2017},\n  url          = {https://doi.org/10.1109/RTSS.2017.00055},\n  doi          = {10.1109/RTSS.2017.00055},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/rtss/HanZCZ17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n PULP: Achieving Privacy and Utility Trade-Off in User Mobility Data.\n \n \n \n \n\n\n \n Cerf, S.; Primault, V.; Boutet, A.; Mokhtar, S. B.; Birke, R.; Bouchenak, S.; Chen, L. Y.; Marchand, N.; and Robu, B.\n\n\n \n\n\n\n In 36th IEEE Symposium on Reliable Distributed Systems, SRDS 2017, Hong Kong, Hong Kong, September 26-29, 2017, pages 164–173, 2017. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"PULP:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/srds/CerfPBMBBCMR17,\n  author       = {Sophie Cerf and\n                  Vincent Primault and\n                  Antoine Boutet and\n                  Sonia Ben Mokhtar and\n                  Robert Birke and\n                  Sara Bouchenak and\n                  Lydia Y. Chen and\n                  Nicolas Marchand and\n                  Bogdan Robu},\n  title        = {{PULP:} Achieving Privacy and Utility Trade-Off in User Mobility Data},\n  booktitle    = {36th {IEEE} Symposium on Reliable Distributed Systems, {SRDS} 2017,\n                  Hong Kong, Hong Kong, September 26-29, 2017},\n  pages        = {164--173},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2017},\n  url          = {https://doi.org/10.1109/SRDS.2017.25},\n  doi          = {10.1109/SRDS.2017.25},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/srds/CerfPBMBBCMR17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n State of Practice of Non-self-aware Virtual Machine Management in Cloud Data Centers.\n \n \n \n \n\n\n \n Chen, L. Y.; Birke, R.; and Smirni, E.\n\n\n \n\n\n\n In Kounev, S.; Kephart, J. O.; Milenkoski, A.; and Zhu, X., editor(s), Self-Aware Computing Systems, pages 555–574. Springer International Publishing, 2017.\n \n\n\n\n
\n\n\n\n \n \n $\"State$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@incollection{DBLP:books/sp/17/ChenBS17,\n  author       = {Lydia Y. Chen and\n                  Robert Birke and\n                  Evgenia Smirni},\n  editor       = {Samuel Kounev and\n                  Jeffrey O. Kephart and\n                  Aleksandar Milenkoski and\n                  Xiaoyun Zhu},\n  title        = {State of Practice of Non-self-aware Virtual Machine Management in\n                  Cloud Data Centers},\n  booktitle    = {Self-Aware Computing Systems},\n  pages        = {555--574},\n  publisher    = {Springer International Publishing},\n  year         = {2017},\n  url          = {https://doi.org/10.1007/978-3-319-47474-8\\_19},\n  doi          = {10.1007/978-3-319-47474-8\\_19},\n  timestamp    = {Wed, 14 Jun 2017 17:51:18 +0200},\n  biburl       = {https://dblp.org/rec/books/sp/17/ChenBS17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Self-aware Computing Systems: Open Challenges and Future Research Directions.\n \n \n \n \n\n\n \n Birke, R.; Cámara, J.; Chen, L. Y.; Esterle, L.; Geihs, K.; Gelenbe, E.; Giese, H.; Robertsson, A.; and Zhu, X.\n\n\n \n\n\n\n In Kounev, S.; Kephart, J. O.; Milenkoski, A.; and Zhu, X., editor(s), Self-Aware Computing Systems, pages 709–722. Springer International Publishing, 2017.\n \n\n\n\n
\n\n\n\n \n \n $\"Self-aware$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@incollection{DBLP:books/sp/17/BirkeCCEGGGRZ17,\n  author       = {Robert Birke and\n                  Javier C{\\'{a}}mara and\n                  Lydia Y. Chen and\n                  Lukas Esterle and\n                  Kurt Geihs and\n                  Erol Gelenbe and\n                  Holger Giese and\n                  Anders Robertsson and\n                  Xiaoyun Zhu},\n  editor       = {Samuel Kounev and\n                  Jeffrey O. Kephart and\n                  Aleksandar Milenkoski and\n                  Xiaoyun Zhu},\n  title        = {Self-aware Computing Systems: Open Challenges and Future Research\n                  Directions},\n  booktitle    = {Self-Aware Computing Systems},\n  pages        = {709--722},\n  publisher    = {Springer International Publishing},\n  year         = {2017},\n  url          = {https://doi.org/10.1007/978-3-319-47474-8\\_26},\n  doi          = {10.1007/978-3-319-47474-8\\_26},\n  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/books/sp/17/BirkeCCEGGGRZ17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Distributed Applications and Interoperable Systems - 17th IFIP WG 6.1 International Conference, DAIS 2017, Held as Part of the 12th International Federated Conference on Distributed Computing Techniques, DisCoTec 2017, Neuchâtel, Switzerland, June 19-22, 2017, Proceedings.\n \n \n \n \n\n\n \n Chen, L. Y.; and Reiser, H. P.,\n editors.\n \n\n\n \n\n\n\n Volume 10320, of Lecture Notes in Computer Science.Springer. 2017.\n \n\n\n\n
\n\n\n\n \n \n $\"Distributed$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@proceedings{DBLP:conf/dais/2017,\n  editor       = {Lydia Y. Chen and\n                  Hans P. Reiser},\n  title        = {Distributed Applications and Interoperable Systems - 17th {IFIP} {WG}\n                  6.1 International Conference, {DAIS} 2017, Held as Part of the 12th\n                  International Federated Conference on Distributed Computing Techniques,\n                  DisCoTec 2017, Neuch{\\^{a}}tel, Switzerland, June 19-22, 2017, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {10320},\n  publisher    = {Springer},\n  year         = {2017},\n  url          = {https://doi.org/10.1007/978-3-319-59665-5},\n  doi          = {10.1007/978-3-319-59665-5},\n  isbn         = {978-3-319-59664-8},\n  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/dais/2017.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n 2016\n \n \n (23)\n \n \n

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\n \n\n \n \n \n \n \n \n Open Issues in Scheduling Microservices in the Cloud.\n \n \n \n \n\n\n \n Fazio, M.; Celesti, A.; Ranjan, R.; Liu, C.; Chen, L. Y.; and Villari, M.\n\n\n \n\n\n\n IEEE Cloud Comput., 3(5): 81–88. 2016.\n \n\n\n\n
\n\n\n\n \n \n $\"Open$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/cloudcomp/FazioCRLCV16,\n  author       = {Maria Fazio and\n                  Antonio Celesti and\n                  Rajiv Ranjan and\n                  Chang Liu and\n                  Lydia Y. Chen and\n                  Massimo Villari},\n  title        = {Open Issues in Scheduling Microservices in the Cloud},\n  journal      = {{IEEE} Cloud Comput.},\n  volume       = {3},\n  number       = {5},\n  pages        = {81--88},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/MCC.2016.112},\n  doi          = {10.1109/MCC.2016.112},\n  timestamp    = {Fri, 30 Dec 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/cloudcomp/FazioCRLCV16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Robust partial-load experiments with Showstopper.\n \n \n \n \n\n\n \n Podzimek, A.; Bulej, L.; Chen, L. Y.; Binder, W.; and Tuma, P.\n\n\n \n\n\n\n Future Gener. Comput. Syst., 64: 15–38. 2016.\n \n\n\n\n
\n\n\n\n \n \n $\"Robust$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/fgcs/PodzimekBCBT16,\n  author       = {Andrej Podzimek and\n                  Lubom{\\'{\\i}}r Bulej and\n                  Lydia Y. Chen and\n                  Walter Binder and\n                  Petr Tuma},\n  title        = {Robust partial-load experiments with Showstopper},\n  journal      = {Future Gener. Comput. Syst.},\n  volume       = {64},\n  pages        = {15--38},\n  year         = {2016},\n  url          = {https://doi.org/10.1016/j.future.2016.04.020},\n  doi          = {10.1016/J.FUTURE.2016.04.020},\n  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/fgcs/PodzimekBCBT16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Virtualization in the Private Cloud: State of the Practice.\n \n \n \n \n\n\n \n Birke, R.; Podzimek, A.; Chen, L. Y.; and Smirni, E.\n\n\n \n\n\n\n IEEE Trans. Netw. Serv. Manag., 13(3): 608–621. 2016.\n \n\n\n\n
\n\n\n\n \n \n $\"Virtualization$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/tnsm/BirkePCS16,\n  author       = {Robert Birke and\n                  Andrej Podzimek and\n                  Lydia Y. Chen and\n                  Evgenia Smirni},\n  title        = {Virtualization in the Private Cloud: State of the Practice},\n  journal      = {{IEEE} Trans. Netw. Serv. Manag.},\n  volume       = {13},\n  number       = {3},\n  pages        = {608--621},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/TNSM.2016.2601646},\n  doi          = {10.1109/TNSM.2016.2601646},\n  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tnsm/BirkePCS16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n On Fair Attribution of Costs Under Peak-Based Pricing to Cloud Tenants.\n \n \n \n \n\n\n \n Nasiriani, N.; Wang, C.; Kesidis, G.; Urgaonkar, B.; Chen, L. Y.; and Birke, R.\n\n\n \n\n\n\n ACM Trans. Model. Perform. Evaluation Comput. Syst., 2(1): 3:1–3:28. 2016.\n \n\n\n\n
\n\n\n\n \n \n $\"On$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/tompecs/NasirianiWKUCB16,\n  author       = {Neda Nasiriani and\n                  Cheng Wang and\n                  George Kesidis and\n                  Bhuvan Urgaonkar and\n                  Lydia Y. Chen and\n                  Robert Birke},\n  title        = {On Fair Attribution of Costs Under Peak-Based Pricing to Cloud Tenants},\n  journal      = {{ACM} Trans. Model. Perform. Evaluation Comput. Syst.},\n  volume       = {2},\n  number       = {1},\n  pages        = {3:1--3:28},\n  year         = {2016},\n  url          = {https://doi.org/10.1145/2970815},\n  doi          = {10.1145/2970815},\n  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tompecs/NasirianiWKUCB16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Discharging the Network From Its Flow Control Headaches: Packet Drops and HOL Blocking.\n \n \n \n \n\n\n \n Chrysos, N.; Chen, L. Y.; Kachris, C.; and Katevenis, M.\n\n\n \n\n\n\n IEEE/ACM Trans. Netw., 24(1): 15–28. 2016.\n \n\n\n\n
\n\n\n\n \n \n $\"Discharging$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/ton/ChrysosCKK16,\n  author       = {Nikolaos Chrysos and\n                  Lydia Y. Chen and\n                  Christoforos Kachris and\n                  Manolis Katevenis},\n  title        = {Discharging the Network From Its Flow Control Headaches: Packet Drops\n                  and {HOL} Blocking},\n  journal      = {{IEEE/ACM} Trans. Netw.},\n  volume       = {24},\n  number       = {1},\n  pages        = {15--28},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/TNET.2014.2378012},\n  doi          = {10.1109/TNET.2014.2378012},\n  timestamp    = {Sat, 27 May 2017 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/ton/ChrysosCKK16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n AkkaProf: A Profiler for Akka Actors in Parallel and Distributed Applications.\n \n \n \n \n\n\n \n Rosà, A.; Chen, L. Y.; and Binder, W.\n\n\n \n\n\n\n In Igarashi, A., editor(s), Programming Languages and Systems - 14th Asian Symposium, APLAS 2016, Hanoi, Vietnam, November 21-23, 2016, Proceedings, volume 10017, of Lecture Notes in Computer Science, pages 139–147, 2016. \n \n\n\n\n
\n\n\n\n \n \n $\"AkkaProf:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/aplas/RosaCB16,\n  author       = {Andrea Ros{\\`{a}} and\n                  Lydia Y. Chen and\n                  Walter Binder},\n  editor       = {Atsushi Igarashi},\n  title        = {AkkaProf: {A} Profiler for Akka Actors in Parallel and Distributed\n                  Applications},\n  booktitle    = {Programming Languages and Systems - 14th Asian Symposium, {APLAS}\n                  2016, Hanoi, Vietnam, November 21-23, 2016, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {10017},\n  pages        = {139--147},\n  year         = {2016},\n  url          = {https://doi.org/10.1007/978-3-319-47958-3\\_8},\n  doi          = {10.1007/978-3-319-47958-3\\_8},\n  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/aplas/RosaCB16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Integrated Energy Efficient Data Centre Management for Green Cloud Computing - The FP7 GENiC Project Experience.\n \n \n \n \n\n\n \n Torrens, J. I.; Mehta, D.; Zavrel, V.; Grimes, D.; Scherer, T.; Birke, R.; Chen, L. Y.; Rea, S.; Lopez, L.; Pages, E.; and Pesch, D.\n\n\n \n\n\n\n In Cardoso, J.; Ferguson, D.; Muñoz, V. M.; and Helfert, M., editor(s), CLOSER 2016 - Proceedings of the 6th International Conference on Cloud Computing and Services Science, Volume 2, Rome, Italy, April 23-25, 2016, pages 375–386, 2016. SciTePress\n \n\n\n\n
\n\n\n\n \n \n $\"Integrated$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/closer/TorrensMZGSBCRL16,\n  author       = {J. Ignacio Torrens and\n                  Deepak Mehta and\n                  Vojtech Zavrel and\n                  Diarmuid Grimes and\n                  Thomas Scherer and\n                  Robert Birke and\n                  Lydia Y. Chen and\n                  Susan Rea and\n                  Lara Lopez and\n                  Enric Pages and\n                  Dirk Pesch},\n  editor       = {Jorge Cardoso and\n                  Donald Ferguson and\n                  V{\\'{\\i}}ctor M{\\'{e}}ndez Mu{\\~{n}}oz and\n                  Markus Helfert},\n  title        = {Integrated Energy Efficient Data Centre Management for Green Cloud\n                  Computing - The {FP7} GENiC Project Experience},\n  booktitle    = {{CLOSER} 2016 - Proceedings of the 6th International Conference on\n                  Cloud Computing and Services Science, Volume 2, Rome, Italy, April\n                  23-25, 2016},\n  pages        = {375--386},\n  publisher    = {SciTePress},\n  year         = {2016},\n  url          = {https://doi.org/10.5220/0005928003750386},\n  doi          = {10.5220/0005928003750386},\n  timestamp    = {Tue, 19 Apr 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/closer/TorrensMZGSBCRL16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Profiling Memory Vulnerability of Big-Data Applications.\n \n \n \n \n\n\n \n Rameshan, N.; Birke, R.; Navarro, L.; Vlassov, V.; Urgaonkar, B.; Kesidis, G.; Schmatz, M. L.; and Chen, L. Y.\n\n\n \n\n\n\n In 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, DSN Workshops 2016, Toulouse, France, June 28 - July 1, 2016, pages 258–261, 2016. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Profiling$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/dsn/RameshanBNVUKSC16,\n  author       = {Navaneeth Rameshan and\n                  Robert Birke and\n                  Leandro Navarro and\n                  Vladimir Vlassov and\n                  Bhuvan Urgaonkar and\n                  George Kesidis and\n                  Martin L. Schmatz and\n                  Lydia Y. Chen},\n  title        = {Profiling Memory Vulnerability of Big-Data Applications},\n  booktitle    = {46th Annual {IEEE/IFIP} International Conference on Dependable Systems\n                  and Networks Workshops, {DSN} Workshops 2016, Toulouse, France, June\n                  28 - July 1, 2016},\n  pages        = {258--261},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/DSN-W.2016.58},\n  doi          = {10.1109/DSN-W.2016.58},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/dsn/RameshanBNVUKSC16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Managing Data Center Tickets: Prediction and Active Sizing.\n \n \n \n \n\n\n \n Xue, J.; Birke, R.; Chen, L. Y.; and Smirni, E.\n\n\n \n\n\n\n In 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2016, Toulouse, France, June 28 - July 1, 2016, pages 335–346, 2016. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Managing$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/dsn/XueBCS16,\n  author       = {Ji Xue and\n                  Robert Birke and\n                  Lydia Y. Chen and\n                  Evgenia Smirni},\n  title        = {Managing Data Center Tickets: Prediction and Active Sizing},\n  booktitle    = {46th Annual {IEEE/IFIP} International Conference on Dependable Systems\n                  and Networks, {DSN} 2016, Toulouse, France, June 28 - July 1, 2016},\n  pages        = {335--346},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/DSN.2016.38},\n  doi          = {10.1109/DSN.2016.38},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/dsn/XueBCS16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Efficient profiling of actor-based applications in parallel and distributed systems.\n \n \n \n \n\n\n \n Rosà, A.; Chen, L. Y.; and Binder, W.\n\n\n \n\n\n\n In Proceedings of the 11th Workshop on Implementation, Compilation, Optimization of Object-Oriented Languages, Programs and Systems, ICOOOLPS@ECOOP 2016, Rome, Italy, July 17-22, 2016, pages 9:1–9:3, 2016. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"Efficient$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/ecoop/RosaCB16,\n  author       = {Andrea Ros{\\`{a}} and\n                  Lydia Y. Chen and\n                  Walter Binder},\n  title        = {Efficient profiling of actor-based applications in parallel and distributed\n                  systems},\n  booktitle    = {Proceedings of the 11th Workshop on Implementation, Compilation, Optimization\n                  of Object-Oriented Languages, Programs and Systems, ICOOOLPS@ECOOP\n                  2016, Rome, Italy, July 17-22, 2016},\n  pages        = {9:1--9:3},\n  publisher    = {{ACM}},\n  year         = {2016},\n  url          = {https://doi.org/10.1145/3012408.3012418},\n  doi          = {10.1145/3012408.3012418},\n  timestamp    = {Sun, 06 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/ecoop/RosaCB16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Profiling actor utilization and communication in Akka.\n \n \n \n \n\n\n \n Rosà, A.; Chen, L. Y.; and Binder, W.\n\n\n \n\n\n\n In Tóth, M.; and Fritchie, S. L., editor(s), Proceedings of the 15th International Workshop on Erlang, Nara, Japan, September 18-22, 2016, pages 24–32, 2016. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"Profiling$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/erlang/RosaCB16,\n  author       = {Andrea Ros{\\`{a}} and\n                  Lydia Y. Chen and\n                  Walter Binder},\n  editor       = {Melinda T{\\'{o}}th and\n                  Scott Lystig Fritchie},\n  title        = {Profiling actor utilization and communication in Akka},\n  booktitle    = {Proceedings of the 15th International Workshop on Erlang, Nara, Japan,\n                  September 18-22, 2016},\n  pages        = {24--32},\n  publisher    = {{ACM}},\n  year         = {2016},\n  url          = {https://doi.org/10.1145/2975969.2975972},\n  doi          = {10.1145/2975969.2975972},\n  timestamp    = {Sun, 06 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/erlang/RosaCB16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Actor profiling in virtual execution environments.\n \n \n \n \n\n\n \n Rosà, A.; Chen, L. Y.; and Binder, W.\n\n\n \n\n\n\n In Fischer, B.; and Schaefer, I., editor(s), Proceedings of the 2016 ACM SIGPLAN International Conference on Generative Programming: Concepts and Experiences, GPCE 2016, Amsterdam, The Netherlands, October 31 - November 1, 2016, pages 36–46, 2016. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"Actor$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/gpce/RosaCB16,\n  author       = {Andrea Ros{\\`{a}} and\n                  Lydia Y. Chen and\n                  Walter Binder},\n  editor       = {Bernd Fischer and\n                  Ina Schaefer},\n  title        = {Actor profiling in virtual execution environments},\n  booktitle    = {Proceedings of the 2016 {ACM} {SIGPLAN} International Conference on\n                  Generative Programming: Concepts and Experiences, {GPCE} 2016, Amsterdam,\n                  The Netherlands, October 31 - November 1, 2016},\n  pages        = {36--46},\n  publisher    = {{ACM}},\n  year         = {2016},\n  url          = {https://doi.org/10.1145/2993236.2993241},\n  doi          = {10.1145/2993236.2993241},\n  timestamp    = {Sun, 06 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/gpce/RosaCB16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Dynamic Block Sizing for Data Stream Processing Systems.\n \n \n \n \n\n\n \n Birke, R.; Kalyvianaki, E.; Binder, W.; Schmatz, M. L.; and Chen, L. Y.\n\n\n \n\n\n\n In 2016 IEEE International Conference on Cloud Engineering Workshop, IC2E Workshops, Berlin, Germany, April 4-8, 2016, pages 216–222, 2016. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Dynamic$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/ic2e/BirkeKBSC16,\n  author       = {Robert Birke and\n                  Evangelia Kalyvianaki and\n                  Walter Binder and\n                  Martin L. Schmatz and\n                  Lydia Y. Chen},\n  title        = {Dynamic Block Sizing for Data Stream Processing Systems},\n  booktitle    = {2016 {IEEE} International Conference on Cloud Engineering Workshop,\n                  {IC2E} Workshops, Berlin, Germany, April 4-8, 2016},\n  pages        = {216--222},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/IC2EW.2016.9},\n  doi          = {10.1109/IC2EW.2016.9},\n  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ic2e/BirkeKBSC16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Effective Capacity Modulation as an Explicit Control Knob for Public Cloud Profitability.\n \n \n \n \n\n\n \n Wang, C.; Urgaonkar, B.; Gupta, A.; Chen, L. Y.; Birke, R.; and Kesidis, G.\n\n\n \n\n\n\n In Kounev, S.; Giese, H.; and Liu, J., editor(s), 2016 IEEE International Conference on Autonomic Computing, ICAC 2016, Wuerzburg, Germany, July 17-22, 2016, pages 95–104, 2016. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Effective$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/icac/WangUGCBK16,\n  author       = {Cheng Wang and\n                  Bhuvan Urgaonkar and\n                  Aayush Gupta and\n                  Lydia Y. Chen and\n                  Robert Birke and\n                  George Kesidis},\n  editor       = {Samuel Kounev and\n                  Holger Giese and\n                  Jie Liu},\n  title        = {Effective Capacity Modulation as an Explicit Control Knob for Public\n                  Cloud Profitability},\n  booktitle    = {2016 {IEEE} International Conference on Autonomic Computing, {ICAC}\n                  2016, Wuerzburg, Germany, July 17-22, 2016},\n  pages        = {95--104},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/ICAC.2016.10},\n  doi          = {10.1109/ICAC.2016.10},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icac/WangUGCBK16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Sprint Ability: How Well Does Your Software Exploit Bursts in Processing Capacity?.\n \n \n \n \n\n\n \n Morris, N.; Renganathan, S. M.; Stewart, C.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n In Kounev, S.; Giese, H.; and Liu, J., editor(s), 2016 IEEE International Conference on Autonomic Computing, ICAC 2016, Wuerzburg, Germany, July 17-22, 2016, pages 173–178, 2016. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Sprint$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/icac/MorrisRSBC16,\n  author       = {Nathaniel Morris and\n                  Siva Meenakshi Renganathan and\n                  Christopher Stewart and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  editor       = {Samuel Kounev and\n                  Holger Giese and\n                  Jie Liu},\n  title        = {Sprint Ability: How Well Does Your Software Exploit Bursts in Processing\n                  Capacity?},\n  booktitle    = {2016 {IEEE} International Conference on Autonomic Computing, {ICAC}\n                  2016, Wuerzburg, Germany, July 17-22, 2016},\n  pages        = {173--178},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/ICAC.2016.61},\n  doi          = {10.1109/ICAC.2016.61},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icac/MorrisRSBC16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Dslash: Managing Data in Overloaded Batch Streaming Systems.\n \n \n \n \n\n\n \n Birke, R.; Björkqvist, M.; Kalyvianaki, E.; and Chen, L. Y.\n\n\n \n\n\n\n In 36th IEEE International Conference on Distributed Computing Systems, ICDCS 2016, Nara, Japan, June 27-30, 2016, pages 745–746, 2016. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Dslash:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/icdcs/BirkeBKC16,\n  author       = {Robert Birke and\n                  Mathias Bj{\\"{o}}rkqvist and\n                  Evangelia Kalyvianaki and\n                  Lydia Y. Chen},\n  title        = {Dslash: Managing Data in Overloaded Batch Streaming Systems},\n  booktitle    = {36th {IEEE} International Conference on Distributed Computing Systems,\n                  {ICDCS} 2016, Nara, Japan, June 27-30, 2016},\n  pages        = {745--746},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/ICDCS.2016.96},\n  doi          = {10.1109/ICDCS.2016.96},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdcs/BirkeBKC16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n An Endpoint Communication Profiling Tool for Distributed Computing Frameworks.\n \n \n \n \n\n\n \n Rosà, A.; Chen, L. Y.; and Binder, W.\n\n\n \n\n\n\n In 36th IEEE International Conference on Distributed Computing Systems, ICDCS 2016, Nara, Japan, June 27-30, 2016, pages 765–766, 2016. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"An$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/icdcs/RosaCB16,\n  author       = {Andrea Ros{\\`{a}} and\n                  Lydia Y. Chen and\n                  Walter Binder},\n  title        = {An Endpoint Communication Profiling Tool for Distributed Computing\n                  Frameworks},\n  booktitle    = {36th {IEEE} International Conference on Distributed Computing Systems,\n                  {ICDCS} 2016, Nara, Japan, June 27-30, 2016},\n  pages        = {765--766},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/ICDCS.2016.67},\n  doi          = {10.1109/ICDCS.2016.67},\n  timestamp    = {Sun, 06 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icdcs/RosaCB16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Defeating variability in cloud applications by multi-tier workload redundancy.\n \n \n \n \n\n\n \n Birke, R.; Qiu, Z.; Pérez, J. F.; and Chen, L. Y.\n\n\n \n\n\n\n In IEEE Conference on Computer Communications Workshops, INFOCOM Workshops 2016, San Francisco, CA, USA, April 10-14, 2016, pages 496–497, 2016. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Defeating$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/infocom/BirkeQPC16,\n  author       = {Robert Birke and\n                  Zhan Qiu and\n                  Juan F. P{\\'{e}}rez and\n                  Lydia Y. Chen},\n  title        = {Defeating variability in cloud applications by multi-tier workload\n                  redundancy},\n  booktitle    = {{IEEE} Conference on Computer Communications Workshops, {INFOCOM}\n                  Workshops 2016, San Francisco, CA, USA, April 10-14, 2016},\n  pages        = {496--497},\n  publisher    = {{IEEE}},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/INFCOMW.2016.7562127},\n  doi          = {10.1109/INFCOMW.2016.7562127},\n  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},\n  biburl       = {https://dblp.org/rec/conf/infocom/BirkeQPC16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n 5G in rural and low-income areas: Are we ready?.\n \n \n \n \n\n\n \n Chiaraviglio, L.; Blefari-Melazzi, N.; Liu, W.; Gutiérrez, J. A.; van de Beek, J.; Birke, R.; Chen, L. Y.; Idzikowski, F.; Kilper, D. C.; Monti, P.; and Wu, J.\n\n\n \n\n\n\n In 2016 ITU Kaleidoscope: ICTs for a Sustainable World, Bangkok, Thailand, November 14-16, 2016, pages 1–8, 2016. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"5G$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/kaleidoscope/ChiaraviglioBLG16,\n  author       = {Luca Chiaraviglio and\n                  Nicola Blefari{-}Melazzi and\n                  William Liu and\n                  Jairo A. Guti{\\'{e}}rrez and\n                  Jaap van de Beek and\n                  Robert Birke and\n                  Lydia Y. Chen and\n                  Filip Idzikowski and\n                  Daniel C. Kilper and\n                  Paolo Monti and\n                  Jinsong Wu},\n  title        = {5G in rural and low-income areas: Are we ready?},\n  booktitle    = {2016 {ITU} Kaleidoscope: ICTs for a Sustainable World, Bangkok, Thailand,\n                  November 14-16, 2016},\n  pages        = {1--8},\n  publisher    = {{IEEE}},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/ITU-WT.2016.7805720},\n  doi          = {10.1109/ITU-WT.2016.7805720},\n  timestamp    = {Wed, 11 Aug 2021 11:51:26 +0200},\n  biburl       = {https://dblp.org/rec/conf/kaleidoscope/ChiaraviglioBLG16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Robust Server Consolidation: Coping with Peak Demand Underestimation.\n \n \n \n \n\n\n \n Grimes, D.; Mehta, D.; O'Sullivan, B.; Birke, R.; Chen, L. Y.; Scherer, T.; and Castiñeiras, I.\n\n\n \n\n\n\n In 24th IEEE International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, MASCOTS 2016, London, United Kingdom, September 19-21, 2016, pages 271–276, 2016. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Robust$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/mascots/GrimesMOBCSC16,\n  author       = {Diarmuid Grimes and\n                  Deepak Mehta and\n                  Barry O'Sullivan and\n                  Robert Birke and\n                  Lydia Y. Chen and\n                  Thomas Scherer and\n                  Ignacio Casti{\\~{n}}eiras},\n  title        = {Robust Server Consolidation: Coping with Peak Demand Underestimation},\n  booktitle    = {24th {IEEE} International Symposium on Modeling, Analysis and Simulation\n                  of Computer and Telecommunication Systems, {MASCOTS} 2016, London,\n                  United Kingdom, September 19-21, 2016},\n  pages        = {271--276},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/MASCOTS.2016.60},\n  doi          = {10.1109/MASCOTS.2016.60},\n  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/mascots/GrimesMOBCSC16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Tale of Tails: Anomaly Avoidance in Data Centers.\n \n \n \n \n\n\n \n Xue, J.; Birke, R.; Chen, L. Y.; and Smirni, E.\n\n\n \n\n\n\n In 35th IEEE Symposium on Reliable Distributed Systems, SRDS 2016, Budapest, Hungary, September 26-29, 2016, pages 91–100, 2016. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Tale$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/srds/XueBCS16,\n  author       = {Ji Xue and\n                  Robert Birke and\n                  Lydia Y. Chen and\n                  Evgenia Smirni},\n  title        = {Tale of Tails: Anomaly Avoidance in Data Centers},\n  booktitle    = {35th {IEEE} Symposium on Reliable Distributed Systems, {SRDS} 2016,\n                  Budapest, Hungary, September 26-29, 2016},\n  pages        = {91--100},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/SRDS.2016.021},\n  doi          = {10.1109/SRDS.2016.021},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/srds/XueBCS16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n AutoBench: Finding Workloads That You Need Using Pluggable Hybrid Analyses.\n \n \n \n \n\n\n \n Zheng, Y.; Rosà, A.; Salucci, L.; Li, Y.; Sun, H.; Javed, O.; Bulej, L.; Chen, L. Y.; Qi, Z.; and Binder, W.\n\n\n \n\n\n\n In IEEE 23rd International Conference on Software Analysis, Evolution, and Reengineering, SANER 2016, Suita, Osaka, Japan, March 14-18, 2016 - Volume 1, pages 639–643, 2016. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"AutoBench:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/wcre/ZhengRSLSJBCQB16,\n  author       = {Yudi Zheng and\n                  Andrea Ros{\\`{a}} and\n                  Luca Salucci and\n                  Yao Li and\n                  Haiyang Sun and\n                  Omar Javed and\n                  Lubom{\\'{\\i}}r Bulej and\n                  Lydia Y. Chen and\n                  Zhengwei Qi and\n                  Walter Binder},\n  title        = {AutoBench: Finding Workloads That You Need Using Pluggable Hybrid\n                  Analyses},\n  booktitle    = {{IEEE} 23rd International Conference on Software Analysis, Evolution,\n                  and Reengineering, {SANER} 2016, Suita, Osaka, Japan, March 14-18,\n                  2016 - Volume 1},\n  pages        = {639--643},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/SANER.2016.70},\n  doi          = {10.1109/SANER.2016.70},\n  timestamp    = {Sun, 06 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/wcre/ZhengRSLSJBCQB16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n PROST: Predicting Resource Usages with Spatial and Temporal Dependencies.\n \n \n \n \n\n\n \n Xue, J.; Smirni, E.; Scherer, T.; Birke, R.; and Chen, L. Y.\n\n\n \n\n\n\n In Avritzer, A.; Iosup, A.; Zhu, X.; and Becker, S., editor(s), Proceedings of the 7th ACM/SPEC International Conference on Performance Engineering, ICPE 2016, Delft, The Netherlands, March 12-16, 2016, pages 125–126, 2016. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"PROST:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/wosp/XueSSBC16,\n  author       = {Ji Xue and\n                  Evgenia Smirni and\n                  Thomas Scherer and\n                  Robert Birke and\n                  Lydia Y. Chen},\n  editor       = {Alberto Avritzer and\n                  Alexandru Iosup and\n                  Xiaoyun Zhu and\n                  Steffen Becker},\n  title        = {{PROST:} Predicting Resource Usages with Spatial and Temporal Dependencies},\n  booktitle    = {Proceedings of the 7th {ACM/SPEC} International Conference on Performance\n                  Engineering, {ICPE} 2016, Delft, The Netherlands, March 12-16, 2016},\n  pages        = {125--126},\n  publisher    = {{ACM}},\n  year         = {2016},\n  url          = {https://doi.org/10.1145/2851553.2858678},\n  doi          = {10.1145/2851553.2858678},\n  timestamp    = {Sun, 02 Jun 2019 21:12:22 +0200},\n  biburl       = {https://dblp.org/rec/conf/wosp/XueSSBC16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n 2015\n \n \n (19)\n \n \n

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\n \n\n \n \n \n \n \n \n A simulation framework for priority scheduling on heterogeneous clusters.\n \n \n \n \n\n\n \n Çavdar, D.; Birke, R.; Chen, L. Y.; and Alagöz, F.\n\n\n \n\n\n\n Future Gener. Comput. Syst., 52: 37–48. 2015.\n \n\n\n\n
\n\n\n\n \n \n $\"A$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/fgcs/CavdarBCA15,\n  author       = {Derya {\\c{C}}avdar and\n                  Robert Birke and\n                  Lydia Y. Chen and\n                  Fatih Alag{\\"{o}}z},\n  title        = {A simulation framework for priority scheduling on heterogeneous clusters},\n  journal      = {Future Gener. Comput. Syst.},\n  volume       = {52},\n  pages        = {37--48},\n  year         = {2015},\n  url          = {https://doi.org/10.1016/j.future.2015.04.008},\n  doi          = {10.1016/J.FUTURE.2015.04.008},\n  timestamp    = {Wed, 19 Feb 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/fgcs/CavdarBCA15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Demystifying Casualties of Evictions in Big Data Priority Scheduling.\n \n \n \n \n\n\n \n Rosà, A.; Chen, L. Y.; Birke, R.; and Binder, W.\n\n\n \n\n\n\n SIGMETRICS Perform. Evaluation Rev., 42(4): 12–21. 2015.\n \n\n\n\n
\n\n\n\n \n \n $\"Demystifying$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/sigmetrics/RosaCBB15,\n  author       = {Andrea Ros{\\`{a}} and\n                  Lydia Y. Chen and\n                  Robert Birke and\n                  Walter Binder},\n  title        = {Demystifying Casualties of Evictions in Big Data Priority Scheduling},\n  journal      = {{SIGMETRICS} Perform. Evaluation Rev.},\n  volume       = {42},\n  number       = {4},\n  pages        = {12--21},\n  year         = {2015},\n  url          = {https://doi.org/10.1145/2788402.2788406},\n  doi          = {10.1145/2788402.2788406},\n  timestamp    = {Sun, 06 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/sigmetrics/RosaCBB15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n On Energyaware Allocation and Execution for Batch and Interactive MapReduce.\n \n \n \n \n\n\n \n Ying, Y.; Birke, R.; Wang, C.; Chen, L. Y.; and Gautam, N.\n\n\n \n\n\n\n SIGMETRICS Perform. Evaluation Rev., 42(4): 22–30. 2015.\n \n\n\n\n
\n\n\n\n \n \n $\"On$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/sigmetrics/YingBWCG15,\n  author       = {Yijun Ying and\n                  Robert Birke and\n                  Cheng Wang and\n                  Lydia Y. Chen and\n                  Natarajan Gautam},\n  title        = {On Energyaware Allocation and Execution for Batch and Interactive\n                  MapReduce},\n  journal      = {{SIGMETRICS} Perform. Evaluation Rev.},\n  volume       = {42},\n  number       = {4},\n  pages        = {22--30},\n  year         = {2015},\n  url          = {https://doi.org/10.1145/2788402.2788407},\n  doi          = {10.1145/2788402.2788407},\n  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/sigmetrics/YingBWCG15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Analyzing the Impact of CPU Pinning and Partial CPU Loads on Performance and Energy Efficiency.\n \n \n \n \n\n\n \n Podzimek, A.; Bulej, L.; Chen, L. Y.; Binder, W.; and Tuma, P.\n\n\n \n\n\n\n In 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2015, Shenzhen, China, May 4-7, 2015, pages 1–10, 2015. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Analyzing$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/ccgrid/PodzimekBCBT15,\n  author       = {Andrej Podzimek and\n                  Lubom{\\'{\\i}}r Bulej and\n                  Lydia Y. Chen and\n                  Walter Binder and\n                  Petr Tuma},\n  title        = {Analyzing the Impact of {CPU} Pinning and Partial {CPU} Loads on Performance\n                  and Energy Efficiency},\n  booktitle    = {15th {IEEE/ACM} International Symposium on Cluster, Cloud and Grid\n                  Computing, CCGrid 2015, Shenzhen, China, May 4-7, 2015},\n  pages        = {1--10},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2015},\n  url          = {https://doi.org/10.1109/CCGrid.2015.164},\n  doi          = {10.1109/CCGRID.2015.164},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ccgrid/PodzimekBCBT15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Predicting and Mitigating Jobs Failures in Big Data Clusters.\n \n \n \n \n\n\n \n Rosà, A.; Chen, L. Y.; and Binder, W.\n\n\n \n\n\n\n In 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2015, Shenzhen, China, May 4-7, 2015, pages 221–230, 2015. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Predicting$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/ccgrid/RosaCB15,\n  author       = {Andrea Ros{\\`{a}} and\n                  Lydia Y. Chen and\n                  Walter Binder},\n  title        = {Predicting and Mitigating Jobs Failures in Big Data Clusters},\n  booktitle    = {15th {IEEE/ACM} International Symposium on Cluster, Cloud and Grid\n                  Computing, CCGrid 2015, Shenzhen, China, May 4-7, 2015},\n  pages        = {221--230},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2015},\n  url          = {https://doi.org/10.1109/CCGrid.2015.139},\n  doi          = {10.1109/CCGRID.2015.139},\n  timestamp    = {Sun, 06 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/ccgrid/RosaCB15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Understanding Unsuccessful Executions in Big-Data Systems.\n \n \n \n \n\n\n \n Rosà, A.; Chen, L. Y.; and Binder, W.\n\n\n \n\n\n\n In 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2015, Shenzhen, China, May 4-7, 2015, pages 741–744, 2015. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Understanding$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/ccgrid/RosaCB15a,\n  author       = {Andrea Ros{\\`{a}} and\n                  Lydia Y. Chen and\n                  Walter Binder},\n  title        = {Understanding Unsuccessful Executions in Big-Data Systems},\n  booktitle    = {15th {IEEE/ACM} International Symposium on Cluster, Cloud and Grid\n                  Computing, CCGrid 2015, Shenzhen, China, May 4-7, 2015},\n  pages        = {741--744},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2015},\n  url          = {https://doi.org/10.1109/CCGrid.2015.138},\n  doi          = {10.1109/CCGRID.2015.138},\n  timestamp    = {Sun, 06 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/ccgrid/RosaCB15a.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n PRACTISE: Robust prediction of data center time series.\n \n \n \n \n\n\n \n Xue, J.; Yan, F.; Birke, R.; Chen, L. Y.; Scherer, T.; and Smirni, E.\n\n\n \n\n\n\n In Tortonesi, M.; Schönwälder, J.; Madeira, E. R. M.; Schmitt, C.; and Serrat, J., editor(s), 11th International Conference on Network and Service Management, CNSM 2015, Barcelona, Spain, November 9-13, 2015, pages 126–134, 2015. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"PRACTISE:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/cnsm/XueYBCSS15,\n  author       = {Ji Xue and\n                  Feng Yan and\n                  Robert Birke and\n                  Lydia Y. Chen and\n                  Thomas Scherer and\n                  Evgenia Smirni},\n  editor       = {Mauro Tortonesi and\n                  J{\\"{u}}rgen Sch{\\"{o}}nw{\\"{a}}lder and\n                  Edmundo Roberto Mauro Madeira and\n                  Corinna Schmitt and\n                  Joan Serrat},\n  title        = {{PRACTISE:} Robust prediction of data center time series},\n  booktitle    = {11th International Conference on Network and Service Management, {CNSM}\n                  2015, Barcelona, Spain, November 9-13, 2015},\n  pages        = {126--134},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2015},\n  url          = {https://doi.org/10.1109/CNSM.2015.7367348},\n  doi          = {10.1109/CNSM.2015.7367348},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/cnsm/XueYBCSS15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Understanding the Dark Side of Big Data Clusters: An Analysis beyond Failures.\n \n \n \n \n\n\n \n Rosà, A.; Chen, L. Y.; and Binder, W.\n\n\n \n\n\n\n In 45th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2015, Rio de Janeiro, Brazil, June 22-25, 2015, pages 207–218, 2015. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Understanding$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/dsn/RosaCB15,\n  author       = {Andrea Ros{\\`{a}} and\n                  Lydia Y. Chen and\n                  Walter Binder},\n  title        = {Understanding the Dark Side of Big Data Clusters: An Analysis beyond\n                  Failures},\n  booktitle    = {45th Annual {IEEE/IFIP} International Conference on Dependable Systems\n                  and Networks, {DSN} 2015, Rio de Janeiro, Brazil, June 22-25, 2015},\n  pages        = {207--218},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2015},\n  url          = {https://doi.org/10.1109/DSN.2015.37},\n  doi          = {10.1109/DSN.2015.37},\n  timestamp    = {Sun, 06 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/dsn/RosaCB15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Recouping Energy Costs From Cloud Tenants: Tenant Demand Response Aware Pricing Design.\n \n \n \n \n\n\n \n Wang, C.; Nasiriani, N.; Kesidis, G.; Urgaonkar, B.; Wang, Q.; Chen, L. Y.; Gupta, A.; and Birke, R.\n\n\n \n\n\n\n In Kalyanaraman, S.; Seetharam, D. P.; Shorey, R.; Ramchurn, S. D.; and Srivastava, M., editor(s), Proceedings of the 2015 ACM Sixth International Conference on Future Energy Systems, e-Energy 2015, Bangalore, India, July 14-17, 2015, pages 141–150, 2015. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"Recouping$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/eenergy/WangNKUWCGB15,\n  author       = {Cheng Wang and\n                  Neda Nasiriani and\n                  George Kesidis and\n                  Bhuvan Urgaonkar and\n                  Qian Wang and\n                  Lydia Y. Chen and\n                  Aayush Gupta and\n                  Robert Birke},\n  editor       = {Shivkumar Kalyanaraman and\n                  Deva P. Seetharam and\n                  Rajeev Shorey and\n                  Sarvapali D. Ramchurn and\n                  Mani Srivastava},\n  title        = {Recouping Energy Costs From Cloud Tenants: Tenant Demand Response\n                  Aware Pricing Design},\n  booktitle    = {Proceedings of the 2015 {ACM} Sixth International Conference on Future\n                  Energy Systems, e-Energy 2015, Bangalore, India, July 14-17, 2015},\n  pages        = {141--150},\n  publisher    = {{ACM}},\n  year         = {2015},\n  url          = {https://doi.org/10.1145/2768510.2768541},\n  doi          = {10.1145/2768510.2768541},\n  timestamp    = {Fri, 08 Jul 2022 23:03:27 +0200},\n  biburl       = {https://dblp.org/rec/conf/eenergy/WangNKUWCGB15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Optimizing Energy, Locality and Priority in a MapReduce Cluster.\n \n \n \n \n\n\n \n Ying, Y.; Birke, R.; Wang, C.; Chen, L. Y.; and Gautam, N.\n\n\n \n\n\n\n In 2015 IEEE International Conference on Autonomic Computing, Grenoble, France, July 7-10, 2015, pages 21–30, 2015. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Optimizing$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/icac/YingBWCG15,\n  author       = {Yijun Ying and\n                  Robert Birke and\n                  Cheng Wang and\n                  Lydia Y. Chen and\n                  Natarajan Gautam},\n  title        = {Optimizing Energy, Locality and Priority in a MapReduce Cluster},\n  booktitle    = {2015 {IEEE} International Conference on Autonomic Computing, Grenoble,\n                  France, July 7-10, 2015},\n  pages        = {21--30},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2015},\n  url          = {https://doi.org/10.1109/ICAC.2015.30},\n  doi          = {10.1109/ICAC.2015.30},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icac/YingBWCG15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Optimizing capacity allocation for big data applications in cloud datacenters.\n \n \n \n \n\n\n \n Spicuglia, S.; Chen, L. Y.; Birke, R.; and Binder, W.\n\n\n \n\n\n\n In Badonnel, R.; Xiao, J.; Ata, S.; Turck, F. D.; Groza, V.; and dos Santos, C. R. P., editor(s), IFIP/IEEE International Symposium on Integrated Network Management, IM 2015, Ottawa, ON, Canada, 11-15 May, 2015, pages 511–517, 2015. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Optimizing$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/im/SpicugliaCBB15,\n  author       = {Sebastiano Spicuglia and\n                  Lydia Y. Chen and\n                  Robert Birke and\n                  Walter Binder},\n  editor       = {Remi Badonnel and\n                  Jin Xiao and\n                  Shingo Ata and\n                  Filip De Turck and\n                  Voicu Groza and\n                  Carlos Raniery Paula dos Santos},\n  title        = {Optimizing capacity allocation for big data applications in cloud\n                  datacenters},\n  booktitle    = {{IFIP/IEEE} International Symposium on Integrated Network Management,\n                  {IM} 2015, Ottawa, ON, Canada, 11-15 May, 2015},\n  pages        = {511--517},\n  publisher    = {{IEEE}},\n  year         = {2015},\n  url          = {https://doi.org/10.1109/INM.2015.7140330},\n  doi          = {10.1109/INM.2015.7140330},\n  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/im/SpicugliaCBB15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Catching the response time tail in the cloud.\n \n \n \n \n\n\n \n Spicuglia, S.; Björkqvist, M.; Chen, L. Y.; and Binder, W.\n\n\n \n\n\n\n In Badonnel, R.; Xiao, J.; Ata, S.; Turck, F. D.; Groza, V.; and dos Santos, C. R. P., editor(s), IFIP/IEEE International Symposium on Integrated Network Management, IM 2015, Ottawa, ON, Canada, 11-15 May, 2015, pages 572–577, 2015. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Catching$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/im/SpicugliaBCB15,\n  author       = {Sebastiano Spicuglia and\n                  Mathias Bj{\\"{o}}rkqvist and\n                  Lydia Y. Chen and\n                  Walter Binder},\n  editor       = {Remi Badonnel and\n                  Jin Xiao and\n                  Shingo Ata and\n                  Filip De Turck and\n                  Voicu Groza and\n                  Carlos Raniery Paula dos Santos},\n  title        = {Catching the response time tail in the cloud},\n  booktitle    = {{IFIP/IEEE} International Symposium on Integrated Network Management,\n                  {IM} 2015, Ottawa, ON, Canada, 11-15 May, 2015},\n  pages        = {572--577},\n  publisher    = {{IEEE}},\n  year         = {2015},\n  url          = {https://doi.org/10.1109/INM.2015.7140339},\n  doi          = {10.1109/INM.2015.7140339},\n  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/im/SpicugliaBCB15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Catching failures of failures at big-data clusters: A two-level neural network approach.\n \n \n \n \n\n\n \n Rosà, A.; Chen, L. Y.; and Binder, W.\n\n\n \n\n\n\n In 23rd IEEE International Symposium on Quality of Service, IWQoS 2015, Portland, OR, USA, June 15-16, 2015, pages 231–236, 2015. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Catching$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/iwqos/RosaCB15,\n  author       = {Andrea Ros{\\`{a}} and\n                  Lydia Y. Chen and\n                  Walter Binder},\n  title        = {Catching failures of failures at big-data clusters: {A} two-level\n                  neural network approach},\n  booktitle    = {23rd {IEEE} International Symposium on Quality of Service, IWQoS 2015,\n                  Portland, OR, USA, June 15-16, 2015},\n  pages        = {231--236},\n  publisher    = {{IEEE}},\n  year         = {2015},\n  url          = {https://doi.org/10.1109/IWQoS.2015.7404739},\n  doi          = {10.1109/IWQOS.2015.7404739},\n  timestamp    = {Sun, 06 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/iwqos/RosaCB15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Contention detection by throttling: A black-box on-line approach.\n \n \n \n \n\n\n \n Vallone, J.; Birke, R.; Chen, L. Y.; and Falsafi, B.\n\n\n \n\n\n\n In 23rd IEEE International Symposium on Quality of Service, IWQoS 2015, Portland, OR, USA, June 15-16, 2015, pages 237–242, 2015. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Contention$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/iwqos/ValloneBCF15,\n  author       = {Joel Vallone and\n                  Robert Birke and\n                  Lydia Y. Chen and\n                  Babak Falsafi},\n  title        = {Contention detection by throttling: {A} black-box on-line approach},\n  booktitle    = {23rd {IEEE} International Symposium on Quality of Service, IWQoS 2015,\n                  Portland, OR, USA, June 15-16, 2015},\n  pages        = {237--242},\n  publisher    = {{IEEE}},\n  year         = {2015},\n  url          = {https://doi.org/10.1109/IWQoS.2015.7404740},\n  doi          = {10.1109/IWQOS.2015.7404740},\n  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/iwqos/ValloneBCF15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n On Fair Attribution of Costs under Peak-Based Pricing to Cloud Tenants.\n \n \n \n \n\n\n \n Nasiriani, N.; Wang, C.; Kesidis, G.; Urgaonkar, B.; Chen, L. Y.; and Birke, R.\n\n\n \n\n\n\n In 23rd IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems, MASCOTS 2015, Atlanta, GA, USA, October 5-7, 2015, pages 51–60, 2015. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"On$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/mascots/NasirianiWKUCB15,\n  author       = {Neda Nasiriani and\n                  Cheng Wang and\n                  George Kesidis and\n                  Bhuvan Urgaonkar and\n                  Lydia Y. Chen and\n                  Robert Birke},\n  title        = {On Fair Attribution of Costs under Peak-Based Pricing to Cloud Tenants},\n  booktitle    = {23rd {IEEE} International Symposium on Modeling, Analysis, and Simulation\n                  of Computer and Telecommunication Systems, {MASCOTS} 2015, Atlanta,\n                  GA, USA, October 5-7, 2015},\n  pages        = {51--60},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2015},\n  url          = {https://doi.org/10.1109/MASCOTS.2015.23},\n  doi          = {10.1109/MASCOTS.2015.23},\n  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/mascots/NasirianiWKUCB15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n When Virtual Meets Physical at the Edge: A Field Study on Datacenters' Virtual Traffic.\n \n \n \n \n\n\n \n Birke, R.; Björkqvist, M.; Minkenberg, C.; Schmatz, M. L.; and Chen, L. Y.\n\n\n \n\n\n\n In Lin, B.; Xu, J. (.; Sengupta, S.; and Shah, D., editor(s), Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, Portland, OR, USA, June 15-19, 2015, pages 403–415, 2015. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"When$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/sigmetrics/BirkeBMSC15,\n  author       = {Robert Birke and\n                  Mathias Bj{\\"{o}}rkqvist and\n                  Cyriel Minkenberg and\n                  Martin L. Schmatz and\n                  Lydia Y. Chen},\n  editor       = {Bill Lin and\n                  Jun (Jim) Xu and\n                  Sudipta Sengupta and\n                  Devavrat Shah},\n  title        = {When Virtual Meets Physical at the Edge: {A} Field Study on Datacenters'\n                  Virtual Traffic},\n  booktitle    = {Proceedings of the 2015 {ACM} {SIGMETRICS} International Conference\n                  on Measurement and Modeling of Computer Systems, Portland, OR, USA,\n                  June 15-19, 2015},\n  pages        = {403--415},\n  publisher    = {{ACM}},\n  year         = {2015},\n  url          = {https://doi.org/10.1145/2745844.2745865},\n  doi          = {10.1145/2745844.2745865},\n  timestamp    = {Mon, 01 Aug 2022 08:51:52 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmetrics/BirkeBMSC15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n PRACTISE - Demonstrating a Neural Network Based Framework for Robust Prediction of Data Center Workload.\n \n \n \n \n\n\n \n Scherer, T.; Xue, J.; Yan, F.; Birke, R.; Chen, L. Y.; and Smirni, E.\n\n\n \n\n\n\n In Raicu, I.; Rana, O. F.; and Buyya, R., editor(s), 8th IEEE/ACM International Conference on Utility and Cloud Computing, UCC 2015, Limassol, Cyprus, December 7-10, 2015, pages 402–403, 2015. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"PRACTISE$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/ucc/SchererXYBCS15,\n  author       = {Thomas Scherer and\n                  Ji Xue and\n                  Feng Yan and\n                  Robert Birke and\n                  Lydia Y. Chen and\n                  Evgenia Smirni},\n  editor       = {Ioan Raicu and\n                  Omer F. Rana and\n                  Rajkumar Buyya},\n  title        = {{PRACTISE} - Demonstrating a Neural Network Based Framework for Robust\n                  Prediction of Data Center Workload},\n  booktitle    = {8th {IEEE/ACM} International Conference on Utility and Cloud Computing,\n                  {UCC} 2015, Limassol, Cyprus, December 7-10, 2015},\n  pages        = {402--403},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2015},\n  url          = {https://doi.ieeecomputersociety.org/10.1109/UCC.2015.65},\n  doi          = {10.1109/UCC.2015.65},\n  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ucc/SchererXYBCS15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n The GENiC Architecture for Integrated Data Centre Energy Management.\n \n \n \n \n\n\n \n Pesch, D.; McGibney, A.; Sobonski, P.; Rea, S.; Scherer, T.; Chen, L. Y.; Engbersen, T.; Mehta, D.; O'Sullivan, B.; Pages, E.; Townley, J.; Kasinathan, D.; Torrens, J. I.; Zavrel, V.; and Hensen, J. L. M.\n\n\n \n\n\n\n In Raicu, I.; Rana, O. F.; and Buyya, R., editor(s), 8th IEEE/ACM International Conference on Utility and Cloud Computing, UCC 2015, Limassol, Cyprus, December 7-10, 2015, pages 540–546, 2015. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"The$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/ucc/PeschMSRSCEMOPT15,\n  author       = {Dirk Pesch and\n                  Alan McGibney and\n                  Piotr Sobonski and\n                  Susan Rea and\n                  Thomas Scherer and\n                  Lydia Yiyu Chen and\n                  Ton Engbersen and\n                  Deepak Mehta and\n                  Barry O'Sullivan and\n                  Enric Pages and\n                  Jacinta Townley and\n                  Dhanaraja Kasinathan and\n                  J. Ignacio Torrens and\n                  Vojtech Zavrel and\n                  J. L. M. Hensen},\n  editor       = {Ioan Raicu and\n                  Omer F. Rana and\n                  Rajkumar Buyya},\n  title        = {The GENiC Architecture for Integrated Data Centre Energy Management},\n  booktitle    = {8th {IEEE/ACM} International Conference on Utility and Cloud Computing,\n                  {UCC} 2015, Limassol, Cyprus, December 7-10, 2015},\n  pages        = {540--546},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2015},\n  url          = {https://doi.ieeecomputersociety.org/10.1109/UCC.2015.96},\n  doi          = {10.1109/UCC.2015.96},\n  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ucc/PeschMSRSCEMOPT15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Usage Patterns in Multi-tenant Data Centers: a Large-Case Field Study.\n \n \n \n \n\n\n \n Birke, R.; Chen, L. Y.; and Smirni, E.\n\n\n \n\n\n\n In Khan, S. U.; and Zomaya, A. Y., editor(s), Handbook on Data Centers, pages 1257–1266. Springer, 2015.\n \n\n\n\n
\n\n\n\n \n \n $\"Usage$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@incollection{DBLP:reference/sp/BirkeCS15,\n  author       = {Robert Birke and\n                  Lydia Y. Chen and\n                  Evgenia Smirni},\n  editor       = {Samee U. Khan and\n                  Albert Y. Zomaya},\n  title        = {Usage Patterns in Multi-tenant Data Centers: a Large-Case Field Study},\n  booktitle    = {Handbook on Data Centers},\n  pages        = {1257--1266},\n  publisher    = {Springer},\n  year         = {2015},\n  url          = {https://doi.org/10.1007/978-1-4939-2092-1\\_43},\n  doi          = {10.1007/978-1-4939-2092-1\\_43},\n  timestamp    = {Sat, 30 Sep 2023 10:30:29 +0200},\n  biburl       = {https://dblp.org/rec/reference/sp/BirkeCS15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n 2014\n \n \n (8)\n \n \n

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\n \n\n \n \n \n \n \n \n What to expect when you are consolidating: effective prediction models of application performance on multicores.\n \n \n \n \n\n\n \n Chen, L. Y.; Serazzi, G.; Ansaloni, D.; Smirni, E.; and Binder, W.\n\n\n \n\n\n\n Clust. Comput., 17(1): 19–37. 2014.\n \n\n\n\n
\n\n\n\n \n \n $\"What$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/cluster/ChenSASB14,\n  author       = {Lydia Y. Chen and\n                  Giuseppe Serazzi and\n                  Danilo Ansaloni and\n                  Evgenia Smirni and\n                  Walter Binder},\n  title        = {What to expect when you are consolidating: effective prediction models\n                  of application performance on multicores},\n  journal      = {Clust. Comput.},\n  volume       = {17},\n  number       = {1},\n  pages        = {19--37},\n  year         = {2014},\n  url          = {https://doi.org/10.1007/s10586-013-0273-8},\n  doi          = {10.1007/S10586-013-0273-8},\n  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/cluster/ChenSASB14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Quantifying the Brown Side of Priority Schedulers: Lessons from Big Clusters.\n \n \n \n \n\n\n \n Çavdar, D.; Rosà, A.; Chen, L. Y.; Binder, W.; and Alagöz, F.\n\n\n \n\n\n\n SIGMETRICS Perform. Evaluation Rev., 42(3): 76–81. 2014.\n \n\n\n\n
\n\n\n\n \n \n $\"Quantifying$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/sigmetrics/CavdarRCBA14,\n  author       = {Derya {\\c{C}}avdar and\n                  Andrea Ros{\\`{a}} and\n                  Lydia Y. Chen and\n                  Walter Binder and\n                  Fatih Alag{\\"{o}}z},\n  title        = {Quantifying the Brown Side of Priority Schedulers: Lessons from Big\n                  Clusters},\n  journal      = {{SIGMETRICS} Perform. Evaluation Rev.},\n  volume       = {42},\n  number       = {3},\n  pages        = {76--81},\n  year         = {2014},\n  url          = {https://doi.org/10.1145/2695533.2695560},\n  doi          = {10.1145/2695533.2695560},\n  timestamp    = {Sun, 06 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/sigmetrics/CavdarRCBA14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Failure Analysis of Virtual and Physical Machines: Patterns, Causes and Characteristics.\n \n \n \n \n\n\n \n Birke, R.; Giurgiu, I.; Chen, L. Y.; Wiesmann, D.; and Engbersen, T.\n\n\n \n\n\n\n In 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2014, Atlanta, GA, USA, June 23-26, 2014, pages 1–12, 2014. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Failure$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/dsn/BirkeGCWE14,\n  author       = {Robert Birke and\n                  Ioana Giurgiu and\n                  Lydia Y. Chen and\n                  Dorothea Wiesmann and\n                  Ton Engbersen},\n  title        = {Failure Analysis of Virtual and Physical Machines: Patterns, Causes\n                  and Characteristics},\n  booktitle    = {44th Annual {IEEE/IFIP} International Conference on Dependable Systems\n                  and Networks, {DSN} 2014, Atlanta, GA, USA, June 23-26, 2014},\n  pages        = {1--12},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2014},\n  url          = {https://doi.org/10.1109/DSN.2014.18},\n  doi          = {10.1109/DSN.2014.18},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/dsn/BirkeGCWE14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n (Big)data in a virtualized world: volume, velocity, and variety in cloud datacenters.\n \n \n \n \n\n\n \n Birke, R.; Björkqvist, M.; Chen, L. Y.; Smirni, E.; and Engbersen, T.\n\n\n \n\n\n\n In Schroeder, B.; and Thereska, E., editor(s), Proceedings of the 12th USENIX conference on File and Storage Technologies, FAST 2014, Santa Clara, CA, USA, February 17-20, 2014, pages 177–189, 2014. USENIX\n \n\n\n\n
\n\n\n\n \n \n $\"(Big)data$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/fast/BirkeBCSE14,\n  author       = {Robert Birke and\n                  Mathias Bj{\\"{o}}rkqvist and\n                  Lydia Y. Chen and\n                  Evgenia Smirni and\n                  Ton Engbersen},\n  editor       = {Bianca Schroeder and\n                  Eno Thereska},\n  title        = {(Big)data in a virtualized world: volume, velocity, and variety in\n                  cloud datacenters},\n  booktitle    = {Proceedings of the 12th {USENIX} conference on File and Storage Technologies,\n                  {FAST} 2014, Santa Clara, CA, USA, February 17-20, 2014},\n  pages        = {177--189},\n  publisher    = {{USENIX}},\n  year         = {2014},\n  url          = {https://www.usenix.org/conference/fast14/technical-sessions/presentation/birke},\n  timestamp    = {Tue, 02 Feb 2021 08:06:31 +0100},\n  biburl       = {https://dblp.org/rec/conf/fast/BirkeBCSE14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Green MapReduce for heterogeneous data centers.\n \n \n \n \n\n\n \n Cavdar, D.; Chen, L. Y.; and Alagöz, F.\n\n\n \n\n\n\n In IEEE Global Communications Conference, GLOBECOM 2014, Austin, TX, USA, December 8-12, 2014, pages 1120–1126, 2014. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Green$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/globecom/CavdarCA14,\n  author       = {Derya Cavdar and\n                  Lydia Y. Chen and\n                  Fatih Alag{\\"{o}}z},\n  title        = {Green MapReduce for heterogeneous data centers},\n  booktitle    = {{IEEE} Global Communications Conference, {GLOBECOM} 2014, Austin,\n                  TX, USA, December 8-12, 2014},\n  pages        = {1120--1126},\n  publisher    = {{IEEE}},\n  year         = {2014},\n  url          = {https://doi.org/10.1109/GLOCOM.2014.7036959},\n  doi          = {10.1109/GLOCOM.2014.7036959},\n  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},\n  biburl       = {https://dblp.org/rec/conf/globecom/CavdarCA14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n ParSim: A Tool for Workload Modeling and Reproduction of Parallel Applications.\n \n \n \n \n\n\n \n Rosà, A.; Binder, W.; Chen, L. Y.; Gribaudo, M.; and Serazzi, G.\n\n\n \n\n\n\n In IEEE 22nd International Symposium on Modelling, Analysis & Simulation of Computer and Telecommunication Systems, MASCOTS 2014, Paris, France, September 9-11, 2014, pages 494–497, 2014. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"ParSim:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/mascots/RosaBCGS14,\n  author       = {Andrea Ros{\\`{a}} and\n                  Walter Binder and\n                  Lydia Y. Chen and\n                  Marco Gribaudo and\n                  Giuseppe Serazzi},\n  title        = {ParSim: {A} Tool for Workload Modeling and Reproduction of Parallel\n                  Applications},\n  booktitle    = {{IEEE} 22nd International Symposium on Modelling, Analysis {\\&} Simulation\n                  of Computer and Telecommunication Systems, {MASCOTS} 2014, Paris,\n                  France, September 9-11, 2014},\n  pages        = {494--497},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2014},\n  url          = {https://doi.org/10.1109/MASCOTS.2014.71},\n  doi          = {10.1109/MASCOTS.2014.71},\n  timestamp    = {Sun, 06 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/mascots/RosaBCGS14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Showstopper: The Partial CPU Load Tool.\n \n \n \n \n\n\n \n Podzimek, A.; Chen, L. Y.; Bulej, L.; Binder, W.; and Tuma, P.\n\n\n \n\n\n\n In IEEE 22nd International Symposium on Modelling, Analysis & Simulation of Computer and Telecommunication Systems, MASCOTS 2014, Paris, France, September 9-11, 2014, pages 510–513, 2014. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Showstopper:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/mascots/PodzimekCBBT14,\n  author       = {Andrej Podzimek and\n                  Lydia Y. Chen and\n                  Lubom{\\'{\\i}}r Bulej and\n                  Walter Binder and\n                  Petr Tuma},\n  title        = {Showstopper: The Partial {CPU} Load Tool},\n  booktitle    = {{IEEE} 22nd International Symposium on Modelling, Analysis {\\&} Simulation\n                  of Computer and Telecommunication Systems, {MASCOTS} 2014, Paris,\n                  France, September 9-11, 2014},\n  pages        = {510--513},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2014},\n  url          = {https://doi.org/10.1109/MASCOTS.2014.75},\n  doi          = {10.1109/MASCOTS.2014.75},\n  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/mascots/PodzimekCBBT14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Multi-resource characterization and their (in)dependencies in production datacenters.\n \n \n \n \n\n\n \n Birke, R.; Chen, L. Y.; and Smirni, E.\n\n\n \n\n\n\n In 2014 IEEE Network Operations and Management Symposium, NOMS 2014, Krakow, Poland, May 5-9, 2014, pages 1–6, 2014. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Multi-resource$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/noms/BirkeCS14,\n  author       = {Robert Birke and\n                  Lydia Y. Chen and\n                  Evgenia Smirni},\n  title        = {Multi-resource characterization and their (in)dependencies in production\n                  datacenters},\n  booktitle    = {2014 {IEEE} Network Operations and Management Symposium, {NOMS} 2014,\n                  Krakow, Poland, May 5-9, 2014},\n  pages        = {1--6},\n  publisher    = {{IEEE}},\n  year         = {2014},\n  url          = {https://doi.org/10.1109/NOMS.2014.6838300},\n  doi          = {10.1109/NOMS.2014.6838300},\n  timestamp    = {Wed, 16 Oct 2019 14:14:54 +0200},\n  biburl       = {https://dblp.org/rec/conf/noms/BirkeCS14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n

\n \n 2013\n \n \n (8)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n \n Join the Best Queue: Reducing Performance Variability in Heterogeneous Systems.\n \n \n \n \n\n\n \n Spicuglia, S.; Chen, L. Y.; and Binder, W.\n\n\n \n\n\n\n In 2013 IEEE Sixth International Conference on Cloud Computing, Santa Clara, CA, USA, June 28 - July 3, 2013, pages 139–146, 2013. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Join$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/IEEEcloud/SpicugliaCB13,\n  author       = {Sebastiano Spicuglia and\n                  Lydia Y. Chen and\n                  Walter Binder},\n  title        = {Join the Best Queue: Reducing Performance Variability in Heterogeneous\n                  Systems},\n  booktitle    = {2013 {IEEE} Sixth International Conference on Cloud Computing, Santa\n                  Clara, CA, USA, June 28 - July 3, 2013},\n  pages        = {139--146},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2013},\n  url          = {https://doi.org/10.1109/CLOUD.2013.89},\n  doi          = {10.1109/CLOUD.2013.89},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/IEEEcloud/SpicugliaCB13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n\n

\n \n\n \n \n \n \n \n \n State-of-the-practice in data center virtualization: Toward a better understanding of VM usage.\n \n \n \n \n\n\n \n Birke, R.; Podzimek, A.; Chen, L. Y.; and Smirni, E.\n\n\n \n\n\n\n In 2013 43rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), Budapest, Hungary, June 24-27, 2013, pages 1–12, 2013. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"State-of-the-practice$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/dsn/BirkePCS13,\n  author       = {Robert Birke and\n                  Andrej Podzimek and\n                  Lydia Y. Chen and\n                  Evgenia Smirni},\n  title        = {State-of-the-practice in data center virtualization: Toward a better\n                  understanding of {VM} usage},\n  booktitle    = {2013 43rd Annual {IEEE/IFIP} International Conference on Dependable\n                  Systems and Networks (DSN), Budapest, Hungary, June 24-27, 2013},\n  pages        = {1--12},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2013},\n  url          = {https://doi.org/10.1109/DSN.2013.6575350},\n  doi          = {10.1109/DSN.2013.6575350},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/dsn/BirkePCS13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n\n

\n \n\n \n \n \n \n \n \n QoS-Aware Service VM Provisioning in Clouds: Experiences, Models, and Cost Analysis.\n \n \n \n \n\n\n \n Björkqvist, M.; Spicuglia, S.; Chen, L. Y.; and Binder, W.\n\n\n \n\n\n\n In Basu, S.; Pautasso, C.; Zhang, L.; and Fu, X., editor(s), Service-Oriented Computing - 11th International Conference, ICSOC 2013, Berlin, Germany, December 2-5, 2013, Proceedings, volume 8274, of Lecture Notes in Computer Science, pages 69–83, 2013. Springer\n \n\n\n\n
\n\n\n\n \n \n $\"QoS-Aware$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/icsoc/BjorkqvistSCB13,\n  author       = {Mathias Bj{\\"{o}}rkqvist and\n                  Sebastiano Spicuglia and\n                  Lydia Y. Chen and\n                  Walter Binder},\n  editor       = {Samik Basu and\n                  Cesare Pautasso and\n                  Liang Zhang and\n                  Xiang Fu},\n  title        = {QoS-Aware Service {VM} Provisioning in Clouds: Experiences, Models,\n                  and Cost Analysis},\n  booktitle    = {Service-Oriented Computing - 11th International Conference, {ICSOC}\n                  2013, Berlin, Germany, December 2-5, 2013, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {8274},\n  pages        = {69--83},\n  publisher    = {Springer},\n  year         = {2013},\n  url          = {https://doi.org/10.1007/978-3-642-45005-1\\_6},\n  doi          = {10.1007/978-3-642-45005-1\\_6},\n  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icsoc/BjorkqvistSCB13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n\n

\n \n\n \n \n \n \n \n \n A datacenter network tale from a server's perspective.\n \n \n \n \n\n\n \n Birke, R.; Chen, L. Y.; and Minkenberg, C.\n\n\n \n\n\n\n In 21st IEEE/ACM International Symposium on Quality of Service, IWQoS 2013, Montreal, Canada, 3-4 June 2013, pages 99–108, 2013. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"A$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/iwqos/BirkeCM13,\n  author       = {Robert Birke and\n                  Lydia Y. Chen and\n                  Cyriel Minkenberg},\n  title        = {A datacenter network tale from a server's perspective},\n  booktitle    = {21st {IEEE/ACM} International Symposium on Quality of Service, IWQoS\n                  2013, Montreal, Canada, 3-4 June 2013},\n  pages        = {99--108},\n  publisher    = {{IEEE}},\n  year         = {2013},\n  url          = {https://doi.org/10.1109/IWQoS.2013.6550270},\n  doi          = {10.1109/IWQOS.2013.6550270},\n  timestamp    = {Wed, 16 Oct 2019 14:14:53 +0200},\n  biburl       = {https://dblp.org/rec/conf/iwqos/BirkeCM13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n\n

\n \n\n \n \n \n \n \n \n Transforming System Load to Throughput for Consolidated Applications.\n \n \n \n \n\n\n \n Podzimek, A.; and Chen, L. Y.\n\n\n \n\n\n\n In 2013 IEEE 21st International Symposium on Modelling, Analysis and Simulation of Computer and Telecommunication Systems, San Francisco, CA, USA, August 14-16, 2013, pages 288–292, 2013. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Transforming$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/mascots/PodzimekC13,\n  author       = {Andrej Podzimek and\n                  Lydia Y. Chen},\n  title        = {Transforming System Load to Throughput for Consolidated Applications},\n  booktitle    = {2013 {IEEE} 21st International Symposium on Modelling, Analysis and\n                  Simulation of Computer and Telecommunication Systems, San Francisco,\n                  CA, USA, August 14-16, 2013},\n  pages        = {288--292},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2013},\n  url          = {https://doi.org/10.1109/MASCOTS.2013.37},\n  doi          = {10.1109/MASCOTS.2013.37},\n  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/mascots/PodzimekC13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n\n

\n \n\n \n \n \n \n \n \n Characterization Analysis of Resource Utilization Distribution.\n \n \n \n \n\n\n \n Birke, R.; Chen, L. Y.; Gribaudo, M.; and Piazzolla, P.\n\n\n \n\n\n\n In 2013 IEEE 21st International Symposium on Modelling, Analysis and Simulation of Computer and Telecommunication Systems, San Francisco, CA, USA, August 14-16, 2013, pages 370–374, 2013. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Characterization$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/mascots/BirkeCGP13,\n  author       = {Robert Birke and\n                  Lydia Y. Chen and\n                  Marco Gribaudo and\n                  Pietro Piazzolla},\n  title        = {Characterization Analysis of Resource Utilization Distribution},\n  booktitle    = {2013 {IEEE} 21st International Symposium on Modelling, Analysis and\n                  Simulation of Computer and Telecommunication Systems, San Francisco,\n                  CA, USA, August 14-16, 2013},\n  pages        = {370--374},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2013},\n  url          = {https://doi.org/10.1109/MASCOTS.2013.54},\n  doi          = {10.1109/MASCOTS.2013.54},\n  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/mascots/BirkeCGP13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n On load balancing: a mix-aware algorithm for heterogeneous systems.\n \n \n \n \n\n\n \n Spicuglia, S.; Björkqvist, M.; Chen, L. Y.; Serazzi, G.; Binder, W.; and Smirni, E.\n\n\n \n\n\n\n In Seelam, S.; Tuma, P.; Casale, G.; Field, T.; and Amaral, J. N., editor(s), ACM/SPEC International Conference on Performance Engineering, ICPE'13, Prague, Czech Republic - April 21 - 24, 2013, pages 71–76, 2013. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"On$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/wosp/SpicugliaBCSBS13,\n  author       = {Sebastiano Spicuglia and\n                  Mathias Bj{\\"{o}}rkqvist and\n                  Lydia Y. Chen and\n                  Giuseppe Serazzi and\n                  Walter Binder and\n                  Evgenia Smirni},\n  editor       = {Seetharami Seelam and\n                  Petr Tuma and\n                  Giuliano Casale and\n                  Tony Field and\n                  Jos{\\'{e}} Nelson Amaral},\n  title        = {On load balancing: a mix-aware algorithm for heterogeneous systems},\n  booktitle    = {{ACM/SPEC} International Conference on Performance Engineering, ICPE'13,\n                  Prague, Czech Republic - April 21 - 24, 2013},\n  pages        = {71--76},\n  publisher    = {{ACM}},\n  year         = {2013},\n  url          = {https://doi.org/10.1145/2479871.2479884},\n  doi          = {10.1145/2479871.2479884},\n  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/wosp/SpicugliaBCSBS13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n\n

\n \n\n \n \n \n \n \n \n Parallelism profiling and wall-time prediction for multi-threaded applications.\n \n \n \n \n\n\n \n Peternier, A.; Binder, W.; Yokokawa, A.; and Chen, L. Y.\n\n\n \n\n\n\n In Seelam, S.; Tuma, P.; Casale, G.; Field, T.; and Amaral, J. N., editor(s), ACM/SPEC International Conference on Performance Engineering, ICPE'13, Prague, Czech Republic - April 21 - 24, 2013, pages 211–216, 2013. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"Parallelism$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/wosp/PeternierBYC13,\n  author       = {Achille Peternier and\n                  Walter Binder and\n                  Akira Yokokawa and\n                  Lydia Y. Chen},\n  editor       = {Seetharami Seelam and\n                  Petr Tuma and\n                  Giuliano Casale and\n                  Tony Field and\n                  Jos{\\'{e}} Nelson Amaral},\n  title        = {Parallelism profiling and wall-time prediction for multi-threaded\n                  applications},\n  booktitle    = {{ACM/SPEC} International Conference on Performance Engineering, ICPE'13,\n                  Prague, Czech Republic - April 21 - 24, 2013},\n  pages        = {211--216},\n  publisher    = {{ACM}},\n  year         = {2013},\n  url          = {https://doi.org/10.1145/2479871.2479901},\n  doi          = {10.1145/2479871.2479901},\n  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/wosp/PeternierBYC13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n 2012\n \n \n (9)\n \n \n

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\n \n\n \n \n \n \n \n \n Opportunistic Service Provisioning in the Cloud.\n \n \n \n \n\n\n \n Björkqvist, M.; Chen, L. Y.; and Binder, W.\n\n\n \n\n\n\n In Chang, R., editor(s), 2012 IEEE Fifth International Conference on Cloud Computing, Honolulu, HI, USA, June 24-29, 2012, pages 237–244, 2012. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Opportunistic$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/IEEEcloud/BjorkqvistCB12,\n  author       = {Mathias Bj{\\"{o}}rkqvist and\n                  Lydia Y. Chen and\n                  Walter Binder},\n  editor       = {Rong Chang},\n  title        = {Opportunistic Service Provisioning in the Cloud},\n  booktitle    = {2012 {IEEE} Fifth International Conference on Cloud Computing, Honolulu,\n                  HI, USA, June 24-29, 2012},\n  pages        = {237--244},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2012},\n  url          = {https://doi.org/10.1109/CLOUD.2012.85},\n  doi          = {10.1109/CLOUD.2012.85},\n  timestamp    = {Wed, 09 Aug 2023 12:14:21 +0200},\n  biburl       = {https://dblp.org/rec/conf/IEEEcloud/BjorkqvistCB12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Data Centers in the Cloud: A Large Scale Performance Study.\n \n \n \n \n\n\n \n Birke, R.; Chen, L. Y.; and Smirni, E.\n\n\n \n\n\n\n In Chang, R., editor(s), 2012 IEEE Fifth International Conference on Cloud Computing, Honolulu, HI, USA, June 24-29, 2012, pages 336–343, 2012. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Data$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/IEEEcloud/BirkeCS12,\n  author       = {Robert Birke and\n                  Lydia Y. Chen and\n                  Evgenia Smirni},\n  editor       = {Rong Chang},\n  title        = {Data Centers in the Cloud: {A} Large Scale Performance Study},\n  booktitle    = {2012 {IEEE} Fifth International Conference on Cloud Computing, Honolulu,\n                  HI, USA, June 24-29, 2012},\n  pages        = {336--343},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2012},\n  url          = {https://doi.org/10.1109/CLOUD.2012.87},\n  doi          = {10.1109/CLOUD.2012.87},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/IEEEcloud/BirkeCS12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n\n

\n \n\n \n \n \n \n \n \n Dynamic Replication in Service-Oriented Systems.\n \n \n \n \n\n\n \n Björkqvist, M.; Chen, L. Y.; and Binder, W.\n\n\n \n\n\n\n In 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2012, Ottawa, Canada, May 13-16, 2012, pages 531–538, 2012. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Dynamic$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/ccgrid/BjorkqvistCB12,\n  author       = {Mathias Bj{\\"{o}}rkqvist and\n                  Lydia Y. Chen and\n                  Walter Binder},\n  title        = {Dynamic Replication in Service-Oriented Systems},\n  booktitle    = {12th {IEEE/ACM} International Symposium on Cluster, Cloud and Grid\n                  Computing, CCGrid 2012, Ottawa, Canada, May 13-16, 2012},\n  pages        = {531--538},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2012},\n  url          = {https://doi.org/10.1109/CCGrid.2012.108},\n  doi          = {10.1109/CCGRID.2012.108},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ccgrid/BjorkqvistCB12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Deferred methods: accelerating dynamic program analysis on multicores.\n \n \n \n \n\n\n \n Ansaloni, D.; Binder, W.; Heydarnoori, A.; and Chen, L. Y.\n\n\n \n\n\n\n In Eidt, C.; Holler, A. M.; Srinivasan, U.; and Amarasinghe, S. P., editor(s), 10th Annual IEEE/ACM International Symposium on Code Generation and Optimization, CGO 2012, San Jose, CA, USA, March 31 - April 04, 2012, pages 242–251, 2012. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"Deferred$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/cgo/AnsaloniBHC12,\n  author       = {Danilo Ansaloni and\n                  Walter Binder and\n                  Abbas Heydarnoori and\n                  Lydia Y. Chen},\n  editor       = {Carol Eidt and\n                  Anne M. Holler and\n                  Uma Srinivasan and\n                  Saman P. Amarasinghe},\n  title        = {Deferred methods: accelerating dynamic program analysis on multicores},\n  booktitle    = {10th Annual {IEEE/ACM} International Symposium on Code Generation\n                  and Optimization, {CGO} 2012, San Jose, CA, USA, March 31 - April\n                  04, 2012},\n  pages        = {242--251},\n  publisher    = {{ACM}},\n  year         = {2012},\n  url          = {https://doi.org/10.1145/2259016.2259048},\n  doi          = {10.1145/2259016.2259048},\n  timestamp    = {Wed, 20 Sep 2023 07:55:33 +0200},\n  biburl       = {https://dblp.org/rec/conf/cgo/AnsaloniBHC12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n\n

\n \n\n \n \n \n \n \n \n Model-driven consolidation of Java workloads on multicores.\n \n \n \n \n\n\n \n Ansaloni, D.; Chen, L. Y.; Smirni, E.; and Binder, W.\n\n\n \n\n\n\n In Swarz, R. S.; Koopman, P.; and Cukier, M., editor(s), IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2012, Boston, MA, USA, June 25-28, 2012, pages 1–12, 2012. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Model-driven$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/dsn/AnsaloniCSB12,\n  author       = {Danilo Ansaloni and\n                  Lydia Y. Chen and\n                  Evgenia Smirni and\n                  Walter Binder},\n  editor       = {Robert S. Swarz and\n                  Philip Koopman and\n                  Michel Cukier},\n  title        = {Model-driven consolidation of Java workloads on multicores},\n  booktitle    = {{IEEE/IFIP} International Conference on Dependable Systems and Networks,\n                  {DSN} 2012, Boston, MA, USA, June 25-28, 2012},\n  pages        = {1--12},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2012},\n  url          = {https://doi.org/10.1109/DSN.2012.6263928},\n  doi          = {10.1109/DSN.2012.6263928},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/dsn/AnsaloniCSB12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Achieving application-centric performance targets via consolidation on multicores: myth or reality?.\n \n \n \n \n\n\n \n Chen, L. Y.; Ansaloni, D.; Smirni, E.; Yokokawa, A.; and Binder, W.\n\n\n \n\n\n\n In Epema, D. H. J.; Kielmann, T.; and Ripeanu, M., editor(s), The 21st International Symposium on High-Performance Parallel and Distributed Computing, HPDC'12, Delft, Netherlands - June 18 - 22, 2012, pages 37–48, 2012. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"Achieving$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/hpdc/ChenASYB12,\n  author       = {Lydia Y. Chen and\n                  Danilo Ansaloni and\n                  Evgenia Smirni and\n                  Akira Yokokawa and\n                  Walter Binder},\n  editor       = {Dick H. J. Epema and\n                  Thilo Kielmann and\n                  Matei Ripeanu},\n  title        = {Achieving application-centric performance targets via consolidation\n                  on multicores: myth or reality?},\n  booktitle    = {The 21st International Symposium on High-Performance Parallel and\n                  Distributed Computing, HPDC'12, Delft, Netherlands - June 18 - 22,\n                  2012},\n  pages        = {37--48},\n  publisher    = {{ACM}},\n  year         = {2012},\n  url          = {https://doi.org/10.1145/2287076.2287083},\n  doi          = {10.1145/2287076.2287083},\n  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/hpdc/ChenASYB12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Usage patterns in multi-tenant data centers: a temporal perspective.\n \n \n \n \n\n\n \n Birke, R.; Chen, L. Y.; and Smirni, E.\n\n\n \n\n\n\n In Milojicic, D. S.; Xu, D.; and Talwar, V., editor(s), 9th International Conference on Autonomic Computing, ICAC'12, San Jose, CA, USA, September 16 - 20, 2012, pages 161–166, 2012. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"Usage$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/icac/BirkeCS12,\n  author       = {Robert Birke and\n                  Lydia Y. Chen and\n                  Evgenia Smirni},\n  editor       = {Dejan S. Milojicic and\n                  Dongyan Xu and\n                  Vanish Talwar},\n  title        = {Usage patterns in multi-tenant data centers: a temporal perspective},\n  booktitle    = {9th International Conference on Autonomic Computing, ICAC'12, San\n                  Jose, CA, USA, September 16 - 20, 2012},\n  pages        = {161--166},\n  publisher    = {{ACM}},\n  year         = {2012},\n  url          = {https://doi.org/10.1145/2371536.2371565},\n  doi          = {10.1145/2371536.2371565},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icac/BirkeCS12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Cost-driven service provisioning in hybrid clouds.\n \n \n \n \n\n\n \n Björkqvist, M.; Chen, L. Y.; and Binder, W.\n\n\n \n\n\n\n In 2012 Fifth IEEE International Conference on Service-Oriented Computing and Applications (SOCA), Taipei, Taiwan, December 17-19, 2012, pages 1–8, 2012. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Cost-driven$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/soca/BjorkqvistCB12,\n  author       = {Mathias Bj{\\"{o}}rkqvist and\n                  Lydia Y. Chen and\n                  Walter Binder},\n  title        = {Cost-driven service provisioning in hybrid clouds},\n  booktitle    = {2012 Fifth {IEEE} International Conference on Service-Oriented Computing\n                  and Applications (SOCA), Taipei, Taiwan, December 17-19, 2012},\n  pages        = {1--8},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2012},\n  url          = {https://doi.org/10.1109/SOCA.2012.6449447},\n  doi          = {10.1109/SOCA.2012.6449447},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/soca/BjorkqvistCB12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Find your best match: predicting performance of consolidated workloads.\n \n \n \n \n\n\n \n Ansaloni, D.; Chen, L. Y.; Smirni, E.; Yokokawa, A.; and Binder, W.\n\n\n \n\n\n\n In Kaeli, D. R.; Rolia, J.; John, L. K.; and Krishnamurthy, D., editor(s), Third Joint WOSP/SIPEW International Conference on Performance Engineering, ICPE'12, Boston, MA, USA - April 22 - 25, 2012, pages 243–244, 2012. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"Find$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/wosp/AnsaloniCSYB12,\n  author       = {Danilo Ansaloni and\n                  Lydia Y. Chen and\n                  Evgenia Smirni and\n                  Akira Yokokawa and\n                  Walter Binder},\n  editor       = {David R. Kaeli and\n                  Jerry Rolia and\n                  Lizy K. John and\n                  Diwakar Krishnamurthy},\n  title        = {Find your best match: predicting performance of consolidated workloads},\n  booktitle    = {Third Joint {WOSP/SIPEW} International Conference on Performance Engineering,\n                  ICPE'12, Boston, MA, {USA} - April 22 - 25, 2012},\n  pages        = {243--244},\n  publisher    = {{ACM}},\n  year         = {2012},\n  url          = {https://doi.org/10.1145/2188286.2188324},\n  doi          = {10.1145/2188286.2188324},\n  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/wosp/AnsaloniCSYB12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n 2011\n \n \n (5)\n \n \n

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\n \n\n \n \n \n \n \n \n Minimizing Retrieval Cost of Multi-Layer Content Distribution Systems.\n \n \n \n \n\n\n \n Björkqvist, M.; Chen, L. Y.; and Zhang, X.\n\n\n \n\n\n\n In Proceedings of IEEE International Conference on Communications, ICC 2011, Kyoto, Japan, 5-9 June, 2011, pages 1–6, 2011. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Minimizing$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/icc/BjorkqvistCZ11,\n  author       = {Mathias Bj{\\"{o}}rkqvist and\n                  Lydia Y. Chen and\n                  Xi Zhang},\n  title        = {Minimizing Retrieval Cost of Multi-Layer Content Distribution Systems},\n  booktitle    = {Proceedings of {IEEE} International Conference on Communications,\n                  {ICC} 2011, Kyoto, Japan, 5-9 June, 2011},\n  pages        = {1--6},\n  publisher    = {{IEEE}},\n  year         = {2011},\n  url          = {https://doi.org/10.1109/icc.2011.5962824},\n  doi          = {10.1109/ICC.2011.5962824},\n  timestamp    = {Wed, 16 Oct 2019 14:14:50 +0200},\n  biburl       = {https://dblp.org/rec/conf/icc/BjorkqvistCZ11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Minimizing retrieval latency for content cloud.\n \n \n \n \n\n\n \n Björkqvist, M.; Chen, L. Y.; Vukolic, M.; and Zhang, X.\n\n\n \n\n\n\n In INFOCOM 2011. 30th IEEE International Conference on Computer Communications, Joint Conference of the IEEE Computer and Communications Societies, 10-15 April 2011, Shanghai, China, pages 1080–1088, 2011. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Minimizing$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/infocom/BjorkqvistCVZ11,\n  author       = {Mathias Bj{\\"{o}}rkqvist and\n                  Lydia Y. Chen and\n                  Marko Vukolic and\n                  Xi Zhang},\n  title        = {Minimizing retrieval latency for content cloud},\n  booktitle    = {{INFOCOM} 2011. 30th {IEEE} International Conference on Computer Communications,\n                  Joint Conference of the {IEEE} Computer and Communications Societies,\n                  10-15 April 2011, Shanghai, China},\n  pages        = {1080--1088},\n  publisher    = {{IEEE}},\n  year         = {2011},\n  url          = {https://doi.org/10.1109/INFCOM.2011.5934883},\n  doi          = {10.1109/INFCOM.2011.5934883},\n  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},\n  biburl       = {https://dblp.org/rec/conf/infocom/BjorkqvistCVZ11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n On the convergence to fairness in overloaded FIFO systems.\n \n \n \n \n\n\n \n Ciucu, F.; Hohlfeld, O.; and Chen, L. Y.\n\n\n \n\n\n\n In INFOCOM 2011. 30th IEEE International Conference on Computer Communications, Joint Conference of the IEEE Computer and Communications Societies, 10-15 April 2011, Shanghai, China, pages 1988–1996, 2011. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"On$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/infocom/CiucuHC11,\n  author       = {Florin Ciucu and\n                  Oliver Hohlfeld and\n                  Lydia Y. Chen},\n  title        = {On the convergence to fairness in overloaded {FIFO} systems},\n  booktitle    = {{INFOCOM} 2011. 30th {IEEE} International Conference on Computer Communications,\n                  Joint Conference of the {IEEE} Computer and Communications Societies,\n                  10-15 April 2011, Shanghai, China},\n  pages        = {1988--1996},\n  publisher    = {{IEEE}},\n  year         = {2011},\n  url          = {https://doi.org/10.1109/INFCOM.2011.5935004},\n  doi          = {10.1109/INFCOM.2011.5935004},\n  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/infocom/CiucuHC11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Towards realizing a low cost and highly available datacenter power infrastructure.\n \n \n \n \n\n\n \n Govindan, S.; Wang, D.; Chen, L. Y.; Sivasubramaniam, A.; and Urgaonkar, B.\n\n\n \n\n\n\n In Bianchini, R.; and Dutta, P., editor(s), Proceedings of the 4th Workshop on Power-Aware Computing and Systems, HotPower '11, Cascais, Portugal, October 23, 2011, pages 7:1–7:5, 2011. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"Towards$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/sosp/Govindan0CSU11,\n  author       = {Sriram Govindan and\n                  Di Wang and\n                  Lydia Y. Chen and\n                  Anand Sivasubramaniam and\n                  Bhuvan Urgaonkar},\n  editor       = {Ricardo Bianchini and\n                  Prabal Dutta},\n  title        = {Towards realizing a low cost and highly available datacenter power\n                  infrastructure},\n  booktitle    = {Proceedings of the 4th Workshop on Power-Aware Computing and Systems,\n                  HotPower '11, Cascais, Portugal, October 23, 2011},\n  pages        = {7:1--7:5},\n  publisher    = {{ACM}},\n  year         = {2011},\n  url          = {https://doi.org/10.1145/2039252.2039259},\n  doi          = {10.1145/2039252.2039259},\n  timestamp    = {Wed, 24 Nov 2021 17:08:17 +0100},\n  biburl       = {https://dblp.org/rec/conf/sosp/Govindan0CSU11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Optimizing service replication in clouds.\n \n \n \n \n\n\n \n Björkqvist, M.; Chen, L. Y.; and Binder, W.\n\n\n \n\n\n\n In Jain, S.; Jr., R. R. C.; Himmelspach, J.; White, K. P.; and Fu, M. C., editor(s), Winter Simulation Conference 2011, WSC'11, Phoenix, AZ, USA, December 11-14, 2011, pages 3312–3322, 2011. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Optimizing$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/wsc/BjorkqvistCB11,\n  author       = {Mathias Bj{\\"{o}}rkqvist and\n                  Lydia Y. Chen and\n                  Walter Binder},\n  editor       = {S. Jain and\n                  Roy R. Creasey Jr. and\n                  Jan Himmelspach and\n                  K. Preston White and\n                  Michael C. Fu},\n  title        = {Optimizing service replication in clouds},\n  booktitle    = {Winter Simulation Conference 2011, WSC'11, Phoenix, AZ, USA, December\n                  11-14, 2011},\n  pages        = {3312--3322},\n  publisher    = {{IEEE}},\n  year         = {2011},\n  url          = {https://doi.org/10.1109/WSC.2011.6148027},\n  doi          = {10.1109/WSC.2011.6148027},\n  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/wsc/BjorkqvistCB11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n 2010\n \n \n (4)\n \n \n

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\n \n\n \n \n \n \n \n \n End-to-end congestion management for non-blocking multi-stage switching fabrics.\n \n \n \n \n\n\n \n Chrysos, N.; Chen, L. Y.; Minkenberg, C.; Kachris, C.; and Katevenis, M.\n\n\n \n\n\n\n In Lin, B.; Mogul, J. C.; and Iyer, R. R., editor(s), Proceedings of the 2010 ACM/IEEE Symposium on Architecture for Networking and Communications Systems, ANCS 2010, San Diego, California, USA, October 25-26, 2010, pages 6, 2010. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"End-to-end$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/ancs/ChrysosCMKK10,\n  author       = {Nikolaos Chrysos and\n                  Lydia Y. Chen and\n                  Cyriel Minkenberg and\n                  Christoforos Kachris and\n                  Manolis Katevenis},\n  editor       = {Bill Lin and\n                  Jeffrey C. Mogul and\n                  Ravishankar R. Iyer},\n  title        = {End-to-end congestion management for non-blocking multi-stage switching\n                  fabrics},\n  booktitle    = {Proceedings of the 2010 {ACM/IEEE} Symposium on Architecture for Networking\n                  and Communications Systems, {ANCS} 2010, San Diego, California, USA,\n                  October 25-26, 2010},\n  pages        = {6},\n  publisher    = {{ACM}},\n  year         = {2010},\n  url          = {https://doi.org/10.1145/1872007.1872016},\n  doi          = {10.1145/1872007.1872016},\n  timestamp    = {Mon, 15 May 2023 22:11:15 +0200},\n  biburl       = {https://dblp.org/rec/conf/ancs/ChrysosCMKK10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Throughput of random arbitration for approximate matchings.\n \n \n \n \n\n\n \n Chen, L. Y.; and Chrysos, N.\n\n\n \n\n\n\n In Lin, B.; Mogul, J. C.; and Iyer, R. R., editor(s), Proceedings of the 2010 ACM/IEEE Symposium on Architecture for Networking and Communications Systems, ANCS 2010, San Diego, California, USA, October 25-26, 2010, pages 16, 2010. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"Throughput$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/ancs/ChenC10,\n  author       = {Lydia Y. Chen and\n                  Nikos Chrysos},\n  editor       = {Bill Lin and\n                  Jeffrey C. Mogul and\n                  Ravishankar R. Iyer},\n  title        = {Throughput of random arbitration for approximate matchings},\n  booktitle    = {Proceedings of the 2010 {ACM/IEEE} Symposium on Architecture for Networking\n                  and Communications Systems, {ANCS} 2010, San Diego, California, USA,\n                  October 25-26, 2010},\n  pages        = {16},\n  publisher    = {{ACM}},\n  year         = {2010},\n  url          = {https://doi.org/10.1145/1872007.1872026},\n  doi          = {10.1145/1872007.1872026},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ancs/ChenC10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Load-Balancing Dynamic Service Binding in Composition Execution Engines.\n \n \n \n \n\n\n \n Björkqvist, M.; Chen, L. Y.; and Binder, W.\n\n\n \n\n\n\n In 5th IEEE Asia-Pacific Services Computing Conference, APSCC 2010, 6-10 December 2010, Hangzhou, China, Proceedings, pages 67–74, 2010. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Load-Balancing$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/apscc/BjorkqvistCB10,\n  author       = {Mathias Bj{\\"{o}}rkqvist and\n                  Lydia Y. Chen and\n                  Walter Binder},\n  title        = {Load-Balancing Dynamic Service Binding in Composition Execution Engines},\n  booktitle    = {5th {IEEE} Asia-Pacific Services Computing Conference, {APSCC} 2010,\n                  6-10 December 2010, Hangzhou, China, Proceedings},\n  pages        = {67--74},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2010},\n  url          = {https://doi.org/10.1109/APSCC.2010.86},\n  doi          = {10.1109/APSCC.2010.86},\n  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/apscc/BjorkqvistCB10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Content Retrieval Delay Driven by Caching Policy and Source Selection.\n \n \n \n \n\n\n \n Björkqvist, M.; and Chen, L. Y.\n\n\n \n\n\n\n In MASCOTS 2010, 18th Annual IEEE/ACM International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, Miami, Florida, USA, August 17-19, 2010, pages 397–399, 2010. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Content$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/mascots/BjorkqvistC10,\n  author       = {Mathias Bj{\\"{o}}rkqvist and\n                  Lydia Y. Chen},\n  title        = {Content Retrieval Delay Driven by Caching Policy and Source Selection},\n  booktitle    = {{MASCOTS} 2010, 18th Annual {IEEE/ACM} International Symposium on\n                  Modeling, Analysis and Simulation of Computer and Telecommunication\n                  Systems, Miami, Florida, USA, August 17-19, 2010},\n  pages        = {397--399},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2010},\n  url          = {https://doi.org/10.1109/MASCOTS.2010.50},\n  doi          = {10.1109/MASCOTS.2010.50},\n  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/mascots/BjorkqvistC10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n 2009\n \n \n (3)\n \n \n

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\n \n\n \n \n \n \n \n \n Caching Video Contents in IPTV Systems with Hierarchical Architecture.\n \n \n \n \n\n\n \n Chen, L. Y.; Meo, M.; and Scicchitano, A.\n\n\n \n\n\n\n In Proceedings of IEEE International Conference on Communications, ICC 2009, Dresden, Germany, 14-18 June 2009, pages 1–6, 2009. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Caching$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/icc/ChenMS09,\n  author       = {Lydia Yiyu Chen and\n                  Michela Meo and\n                  Alessandra Scicchitano},\n  title        = {Caching Video Contents in {IPTV} Systems with Hierarchical Architecture},\n  booktitle    = {Proceedings of {IEEE} International Conference on Communications,\n                  {ICC} 2009, Dresden, Germany, 14-18 June 2009},\n  pages        = {1--6},\n  publisher    = {{IEEE}},\n  year         = {2009},\n  url          = {https://doi.org/10.1109/ICC.2009.5198800},\n  doi          = {10.1109/ICC.2009.5198800},\n  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icc/ChenMS09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n Server Frequency Control Using Markov Decision Processes.\n \n \n \n \n\n\n \n Chen, L. Y.; and Gautam, N.\n\n\n \n\n\n\n In INFOCOM 2009. 28th IEEE International Conference on Computer Communications, Joint Conference of the IEEE Computer and Communications Societies, 19-25 April 2009, Rio de Janeiro, Brazil, pages 2951–2955, 2009. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Server$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/infocom/ChenG09,\n  author       = {Lydia Yiyu Chen and\n                  Natarajan Gautam},\n  title        = {Server Frequency Control Using Markov Decision Processes},\n  booktitle    = {{INFOCOM} 2009. 28th {IEEE} International Conference on Computer Communications,\n                  Joint Conference of the {IEEE} Computer and Communications Societies,\n                  19-25 April 2009, Rio de Janeiro, Brazil},\n  pages        = {2951--2955},\n  publisher    = {{IEEE}},\n  year         = {2009},\n  url          = {https://doi.org/10.1109/INFCOM.2009.5062265},\n  doi          = {10.1109/INFCOM.2009.5062265},\n  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},\n  biburl       = {https://dblp.org/rec/conf/infocom/ChenG09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n\n

\n \n\n \n \n \n \n \n \n Optimization of link bandwidth for parallel communication performance.\n \n \n \n \n\n\n \n Chen, L. Y.; Denzel, W. E.; and Luijten, R. P.\n\n\n \n\n\n\n In 28th International Performance Computing and Communications Conference, IPCCC 2009, 14-16 December 2009, Phoenix, Arizona, USA, pages 137–144, 2009. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Optimization$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/ipccc/ChenDL09,\n  author       = {Lydia Y. Chen and\n                  Wolfgang E. Denzel and\n                  Ronald P. Luijten},\n  title        = {Optimization of link bandwidth for parallel communication performance},\n  booktitle    = {28th International Performance Computing and Communications Conference,\n                  {IPCCC} 2009, 14-16 December 2009, Phoenix, Arizona, {USA}},\n  pages        = {137--144},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2009},\n  url          = {https://doi.org/10.1109/PCCC.2009.5403836},\n  doi          = {10.1109/PCCC.2009.5403836},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ipccc/ChenDL09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n 2006\n \n \n (2)\n \n \n

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\n \n\n \n \n \n \n \n \n A first-principles based LPV modeling and design for performance management of Internet Web servers.\n \n \n \n \n\n\n \n Qin, W.; Wang, Q.; Chen, Y.; and Gautam, N.\n\n\n \n\n\n\n In American Control Conference, ACC 2006, Minneapolis, MN, USA, 14-16 June, 2006, pages 1–6, 2006. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"A$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/amcc/QinW0G06,\n  author       = {Wubi Qin and\n                  Qian Wang and\n                  Yiyu Chen and\n                  Natarajan Gautam},\n  title        = {A first-principles based {LPV} modeling and design for performance\n                  management of Internet Web servers},\n  booktitle    = {American Control Conference, {ACC} 2006, Minneapolis, MN, USA, 14-16\n                  June, 2006},\n  pages        = {1--6},\n  publisher    = {{IEEE}},\n  year         = {2006},\n  url          = {https://doi.org/10.1109/ACC.2006.1657166},\n  doi          = {10.1109/ACC.2006.1657166},\n  timestamp    = {Tue, 27 Sep 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/amcc/QinW0G06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n\n

\n \n\n \n \n \n \n \n \n Consolidating clients on back-end servers with co-location and frequency control.\n \n \n \n \n\n\n \n Chen, Y.; Das, A.; Sivasubramaniam, A.; Wang, Q.; Harper, R.; and Bland, M.\n\n\n \n\n\n\n In Marie, R. A.; Key, P. B.; and Smirni, E., editor(s), Proceedings of the Joint International Conference on Measurement and Modeling of Computer Systems, SIGMETRICS/Performance 2006, Saint Malo, France, June 26-30, 2006, pages 383–384, 2006. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"Consolidating$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/sigmetrics/ChenDSWHB06,\n  author       = {Yiyu Chen and\n                  Amitayu Das and\n                  Anand Sivasubramaniam and\n                  Qian Wang and\n                  Rick Harper and\n                  M. Bland},\n  editor       = {Raymond A. Marie and\n                  Peter B. Key and\n                  Evgenia Smirni},\n  title        = {Consolidating clients on back-end servers with co-location and frequency\n                  control},\n  booktitle    = {Proceedings of the Joint International Conference on Measurement and\n                  Modeling of Computer Systems, SIGMETRICS/Performance 2006, Saint Malo,\n                  France, June 26-30, 2006},\n  pages        = {383--384},\n  publisher    = {{ACM}},\n  year         = {2006},\n  url          = {https://doi.org/10.1145/1140277.1140331},\n  doi          = {10.1145/1140277.1140331},\n  timestamp    = {Mon, 24 Oct 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmetrics/ChenDSWHB06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n 2005\n \n \n (1)\n \n \n

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\n \n\n \n \n \n \n \n \n Managing server energy and operational costs in hosting centers.\n \n \n \n \n\n\n \n Chen, Y.; Das, A.; Qin, W.; Sivasubramaniam, A.; Wang, Q.; and Gautam, N.\n\n\n \n\n\n\n In Eager, D. L.; Williamson, C. L.; Borst, S. C.; and Lui, J. C. S., editor(s), Proceedings of the International Conference on Measurements and Modeling of Computer Systems, SIGMETRICS 2005, June 6-10, 2005, Banff, Alberta, Canada, pages 303–314, 2005. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"Managing$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/sigmetrics/ChenDQSWG05,\n  author       = {Yiyu Chen and\n                  Amitayu Das and\n                  Wubi Qin and\n                  Anand Sivasubramaniam and\n                  Qian Wang and\n                  Natarajan Gautam},\n  editor       = {Derek L. Eager and\n                  Carey L. Williamson and\n                  Sem C. Borst and\n                  John C. S. Lui},\n  title        = {Managing server energy and operational costs in hosting centers},\n  booktitle    = {Proceedings of the International Conference on Measurements and Modeling\n                  of Computer Systems, {SIGMETRICS} 2005, June 6-10, 2005, Banff, Alberta,\n                  Canada},\n  pages        = {303--314},\n  publisher    = {{ACM}},\n  year         = {2005},\n  url          = {https://doi.org/10.1145/1064212.1064253},\n  doi          = {10.1145/1064212.1064253},\n  timestamp    = {Fri, 30 Jul 2021 16:13:32 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmetrics/ChenDQSWG05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n 2004\n \n \n (2)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n \n Pricing-based strategies for autonomic control of web servers for time-varying request arrivals.\n \n \n \n \n\n\n \n Chen, Y.; Das, A.; Gautam, N.; Wang, Q.; and Sivasubramaniam, A.\n\n\n \n\n\n\n Eng. Appl. Artif. Intell., 17(7): 841–854. 2004.\n \n\n\n\n
\n\n\n\n \n \n $\"Pricing-based$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{DBLP:journals/eaai/ChenDGWS04,\n  author       = {Yiyu Chen and\n                  Amitayu Das and\n                  Natarajan Gautam and\n                  Qian Wang and\n                  Anand Sivasubramaniam},\n  title        = {Pricing-based strategies for autonomic control of web servers for\n                  time-varying request arrivals},\n  journal      = {Eng. Appl. Artif. Intell.},\n  volume       = {17},\n  number       = {7},\n  pages        = {841--854},\n  year         = {2004},\n  url          = {https://doi.org/10.1016/j.engappai.2004.09.001},\n  doi          = {10.1016/J.ENGAPPAI.2004.09.001},\n  timestamp    = {Thu, 20 Feb 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/eaai/ChenDGWS04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n\n\n

\n \n\n \n \n \n \n \n \n Pricing and Autonomic Control of Web Servers with Time-Varying Request Patterns.\n \n \n \n \n\n\n \n Chen, Y.; Das, A.; Gautam, N.; Wang, Q.; and Sivasubramaniam, A.\n\n\n \n\n\n\n In 1st International Conference on Autonomic Computing (ICAC 2004), 17-19 May 2004, New York, NY, USA, pages 290–291, 2004. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Pricing$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{DBLP:conf/icac/ChenDGWS04,\n  author       = {Yiyu Chen and\n                  Amitayu Das and\n                  Natarajan Gautam and\n                  Qian Wang and\n                  Anand Sivasubramaniam},\n  title        = {Pricing and Autonomic Control of Web Servers with Time-Varying Request\n                  Patterns},\n  booktitle    = {1st International Conference on Autonomic Computing {(ICAC} 2004),\n                  17-19 May 2004, New York, NY, {USA}},\n  pages        = {290--291},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2004},\n  url          = {https://doi.ieeecomputersociety.org/10.1109/ICAC.2004.45},\n  doi          = {10.1109/ICAC.2004.45},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icac/ChenDGWS04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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