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BibTeX records: Aurick Qiao
@inproceedings{DBLP:conf/sosp/SubramanyaALQJG23, author = {Suhas Jayaram Subramanya and Daiyaan Arfeen and Shouxu Lin and Aurick Qiao and Zhihao Jia and Gregory R. Ganger}, editor = {Jason Flinn and Margo I. Seltzer and Peter Druschel and Antoine Kaufmann and Jonathan Mace}, title = {Sia: Heterogeneity-aware, goodput-optimized ML-cluster scheduling}, booktitle = {Proceedings of the 29th Symposium on Operating Systems Principles, {SOSP} 2023, Koblenz, Germany, October 23-26, 2023}, pages = {642--657}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3600006.3613175}, doi = {10.1145/3600006.3613175}, timestamp = {Fri, 27 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sosp/SubramanyaALQJG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2312-06550, author = {Zhengzhong Liu and Aurick Qiao and Willie Neiswanger and Hongyi Wang and Bowen Tan and Tianhua Tao and Junbo Li and Yuqi Wang and Suqi Sun and Omkar Pangarkar and Richard Fan and Yi Gu and Victor Miller and Yonghao Zhuang and Guowei He and Haonan Li and Fajri Koto and Liping Tang and Nikhil Ranjan and Zhiqiang Shen and Xuguang Ren and Roberto Iriondo and Cun Mu and Zhiting Hu and Mark Schulze and Preslav Nakov and Tim Baldwin and Eric P. Xing}, title = {{LLM360:} Towards Fully Transparent Open-Source LLMs}, journal = {CoRR}, volume = {abs/2312.06550}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2312.06550}, doi = {10.48550/ARXIV.2312.06550}, eprinttype = {arXiv}, eprint = {2312.06550}, timestamp = {Fri, 05 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2312-06550.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/us/Qiao21, author = {Aurick Qiao}, title = {Elastic Machine Learning Systems with Co-adaptation}, school = {Carnegie Mellon University, {USA}}, year = {2021}, url = {https://doi.org/10.1184/r1/16688761.v1}, doi = {10.1184/R1/16688761.V1}, timestamp = {Wed, 13 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/us/Qiao21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/osdi/QiaoCSNH0GX21, author = {Aurick Qiao and Sang Keun Choe and Suhas Jayaram Subramanya and Willie Neiswanger and Qirong Ho and Hao Zhang and Gregory R. Ganger and Eric P. Xing}, editor = {Angela Demke Brown and Jay R. Lorch}, title = {Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning}, booktitle = {15th {USENIX} Symposium on Operating Systems Design and Implementation, {OSDI} 2021, July 14-16, 2021}, publisher = {{USENIX} Association}, year = {2021}, url = {https://www.usenix.org/conference/osdi21/presentation/qiao}, timestamp = {Thu, 12 Aug 2021 18:19:16 +0200}, biburl = {https://dblp.org/rec/conf/osdi/QiaoCSNH0GX21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2008-12260, author = {Aurick Qiao and Willie Neiswanger and Qirong Ho and Hao Zhang and Gregory R. Ganger and Eric P. Xing}, title = {Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning}, journal = {CoRR}, volume = {abs/2008.12260}, year = {2020}, url = {https://arxiv.org/abs/2008.12260}, eprinttype = {arXiv}, eprint = {2008.12260}, timestamp = {Wed, 16 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2008-12260.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/QiaoAZX19, author = {Aurick Qiao and Bryon Aragam and Bingjing Zhang and Eric P. Xing}, editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov}, title = {Fault Tolerance in Iterative-Convergent Machine Learning}, booktitle = {Proceedings of the 36th International Conference on Machine Learning, {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {97}, pages = {5220--5230}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v97/qiao19a.html}, timestamp = {Mon, 22 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/QiaoAZX19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/usenix/QiaoAYCHGX18, author = {Aurick Qiao and Abutalib Aghayev and Weiren Yu and Haoyang Chen and Qirong Ho and Garth A. Gibson and Eric P. Xing}, editor = {Haryadi S. Gunawi and Benjamin C. Reed}, title = {Litz: Elastic Framework for High-Performance Distributed Machine Learning}, booktitle = {2018 {USENIX} Annual Technical Conference, {USENIX} {ATC} 2018, Boston, MA, USA, July 11-13, 2018}, pages = {631--644}, publisher = {{USENIX} Association}, year = {2018}, url = {https://www.usenix.org/conference/atc18/presentation/qiao}, timestamp = {Sat, 25 Feb 2023 23:39:37 +0100}, biburl = {https://dblp.org/rec/conf/usenix/QiaoAYCHGX18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-07354, author = {Aurick Qiao and Bryon Aragam and Bingjing Zhang and Eric P. Xing}, title = {Fault Tolerance in Iterative-Convergent Machine Learning}, journal = {CoRR}, volume = {abs/1810.07354}, year = {2018}, url = {http://arxiv.org/abs/1810.07354}, eprinttype = {arXiv}, eprint = {1810.07354}, timestamp = {Tue, 30 Oct 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-07354.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cloud/WeiDQHCGGGX15, author = {Jinliang Wei and Wei Dai and Aurick Qiao and Qirong Ho and Henggang Cui and Gregory R. Ganger and Phillip B. Gibbons and Garth A. Gibson and Eric P. Xing}, editor = {Shahram Ghandeharizadeh and Sumita Barahmand and Magdalena Balazinska and Michael J. Freedman}, title = {Managed communication and consistency for fast data-parallel iterative analytics}, booktitle = {Proceedings of the Sixth {ACM} Symposium on Cloud Computing, SoCC 2015, Kohala Coast, Hawaii, USA, August 27-29, 2015}, pages = {381--394}, publisher = {{ACM}}, year = {2015}, url = {https://doi.org/10.1145/2806777.2806778}, doi = {10.1145/2806777.2806778}, timestamp = {Tue, 06 Nov 2018 11:07:34 +0100}, biburl = {https://dblp.org/rec/conf/cloud/WeiDQHCGGGX15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/alenex/KushagraLQM14, author = {Shrinu Kushagra and Alejandro L{\'{o}}pez{-}Ortiz and Aurick Qiao and J. Ian Munro}, editor = {Catherine C. McGeoch and Ulrich Meyer}, title = {Multi-Pivot Quicksort: Theory and Experiments}, booktitle = {2014 Proceedings of the Sixteenth Workshop on Algorithm Engineering and Experiments, {ALENEX} 2014, Portland, Oregon, USA, January 5, 2014}, pages = {47--60}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973198.6}, doi = {10.1137/1.9781611973198.6}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/alenex/KushagraLQM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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