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\n\n \n \n \n \n \n \n Press ECCS to Doubt (Your Causal Graph).\n \n \n \n \n\n\n \n Markakis, M.; Zhang, Z.; Shahout, R.; Gao, T.; Liu, C.; Sabek, I.; and Cafarella, M. J.\n\n\n \n\n\n\n In
Proceedings of the Conference on Governance, Understanding and Integration of Data for Effective and Responsible AI, GUIDE-AI 2024, Santiago, Chile, June 9-15, 2024, pages 6–15, 2024. ACM\n
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@inproceedings{DBLP:conf/guide-ai/MarkakisZSGLSC24,\n author = {Markos Markakis and\n Ziyu Zhang and\n Rana Shahout and\n Trinity Gao and\n Chunwei Liu and\n Ibrahim Sabek and\n Michael J. Cafarella},\n title = {Press {ECCS} to Doubt (Your Causal Graph)},\n booktitle = {Proceedings of the Conference on Governance, Understanding and Integration\n of Data for Effective and Responsible AI, {GUIDE-AI} 2024, Santiago,\n Chile, June 9-15, 2024},\n pages = {6--15},\n publisher = {{ACM}},\n year = {2024},\n url = {https://doi.org/10.1145/3665601.3669842},\n doi = {10.1145/3665601.3669842},\n timestamp = {Mon, 01 Jul 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/guide-ai/MarkakisZSGLSC24.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 AdaEdge: A Dynamic Compression Selection Framework for Resource Constrained Devices.\n \n \n \n \n\n\n \n Liu, C.; Paparrizos, J.; and Elmore, A. J.\n\n\n \n\n\n\n In
40th IEEE International Conference on Data Engineering, ICDE 2024, Utrecht, The Netherlands, May 13-16, 2024, pages 1506–1519, 2024. IEEE\n
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@inproceedings{DBLP:conf/icde/LiuPE24,\n author = {Chunwei Liu and\n John Paparrizos and\n Aaron J. Elmore},\n title = {AdaEdge: {A} Dynamic Compression Selection Framework for Resource\n Constrained Devices},\n booktitle = {40th {IEEE} International Conference on Data Engineering, {ICDE} 2024,\n Utrecht, The Netherlands, May 13-16, 2024},\n pages = {1506--1519},\n publisher = {{IEEE}},\n year = {2024},\n url = {https://doi.org/10.1109/ICDE60146.2024.00124},\n doi = {10.1109/ICDE60146.2024.00124},\n timestamp = {Mon, 29 Jul 2024 14:11:15 +0200},\n biburl = {https://dblp.org/rec/conf/icde/LiuPE24.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 Sawmill: From Logs to Causal Diagnosis of Large Systems.\n \n \n \n \n\n\n \n Markakis, M.; Chen, A. B.; Youngmann, B.; Gao, T.; Zhang, Z.; Shahout, R.; Chen, P. B.; Liu, C.; Sabek, I.; and Cafarella, M. J.\n\n\n \n\n\n\n In Barceló, P.; Sánchez-Pi, N.; Meliou, A.; and Sudarshan, S., editor(s),
Companion of the 2024 International Conference on Management of Data, SIGMOD/PODS 2024, Santiago AA, Chile, June 9-15, 2024, pages 444–447, 2024. ACM\n
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@inproceedings{DBLP:conf/sigmod/MarkakisCYGZSCL24,\n author = {Markos Markakis and\n An Bo Chen and\n Brit Youngmann and\n Trinity Gao and\n Ziyu Zhang and\n Rana Shahout and\n Peter Baile Chen and\n Chunwei Liu and\n Ibrahim Sabek and\n Michael J. Cafarella},\n editor = {Pablo Barcel{\\'{o}} and\n Nayat S{\\'{a}}nchez{-}Pi and\n Alexandra Meliou and\n S. Sudarshan},\n title = {Sawmill: From Logs to Causal Diagnosis of Large Systems},\n booktitle = {Companion of the 2024 International Conference on Management of Data,\n {SIGMOD/PODS} 2024, Santiago AA, Chile, June 9-15, 2024},\n pages = {444--447},\n publisher = {{ACM}},\n year = {2024},\n url = {https://doi.org/10.1145/3626246.3654731},\n doi = {10.1145/3626246.3654731},\n timestamp = {Wed, 24 Jul 2024 21:43:30 +0200},\n biburl = {https://dblp.org/rec/conf/sigmod/MarkakisCYGZSCL24.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 A Declarative System for Optimizing AI Workloads.\n \n \n \n \n\n\n \n Liu, C.; Russo, M.; Cafarella, M. J.; Cao, L.; Chen, P. B.; Chen, Z.; Franklin, M. J.; Kraska, T.; Madden, S.; and Vitagliano, G.\n\n\n \n\n\n\n
CoRR, abs/2405.14696. 2024.\n
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@article{DBLP:journals/corr/abs-2405-14696,\n author = {Chunwei Liu and\n Matthew Russo and\n Michael J. Cafarella and\n Lei Cao and\n Peter Baile Chen and\n Zui Chen and\n Michael J. Franklin and\n Tim Kraska and\n Samuel Madden and\n Gerardo Vitagliano},\n title = {A Declarative System for Optimizing {AI} Workloads},\n journal = {CoRR},\n volume = {abs/2405.14696},\n year = {2024},\n url = {https://doi.org/10.48550/arXiv.2405.14696},\n doi = {10.48550/ARXIV.2405.14696},\n eprinttype = {arXiv},\n eprint = {2405.14696},\n timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-2405-14696.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 Don't Stop Me Now: Embedding Based Scheduling for LLMs.\n \n \n \n \n\n\n \n Shahout, R.; Malach, E.; Liu, C.; Jiang, W.; Yu, M.; and Mitzenmacher, M.\n\n\n \n\n\n\n
CoRR, abs/2410.01035. 2024.\n
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@article{DBLP:journals/corr/abs-2410-01035,\n author = {Rana Shahout and\n Eran Malach and\n Chunwei Liu and\n Weifan Jiang and\n Minlan Yu and\n Michael Mitzenmacher},\n title = {Don't Stop Me Now: Embedding Based Scheduling for LLMs},\n journal = {CoRR},\n volume = {abs/2410.01035},\n year = {2024},\n url = {https://doi.org/10.48550/arXiv.2410.01035},\n doi = {10.48550/ARXIV.2410.01035},\n eprinttype = {arXiv},\n eprint = {2410.01035},\n timestamp = {Tue, 05 Nov 2024 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/corr/abs-2410-01035.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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