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ORCIDBibTeX records: Jinliang Wei
@inproceedings{DBLP:conf/asplos/WangWSDIHCMMZKG23,
author = {Shibo Wang and
Jinliang Wei and
Amit Sabne and
Andy Davis and
Berkin Ilbeyi and
Blake Hechtman and
Dehao Chen and
Karthik Srinivasa Murthy and
Marcello Maggioni and
Qiao Zhang and
Sameer Kumar and
Tongfei Guo and
Yuanzhong Xu and
Zongwei Zhou},
editor = {Tor M. Aamodt and
Natalie D. Enright Jerger and
Michael M. Swift},
title = {Overlap Communication with Dependent Computation via Decomposition
in Large Deep Learning Models},
booktitle = {Proceedings of the 28th {ACM} International Conference on Architectural
Support for Programming Languages and Operating Systems, Volume 1,
{ASPLOS} 2023, Vancouver, BC, Canada, March 25-29, 2023},
pages = {93--106},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3567955.3567959},
doi = {10.1145/3567955.3567959},
timestamp = {Thu, 22 Dec 2022 11:43:49 +0100},
biburl = {https://dblp.org/rec/conf/asplos/WangWSDIHCMMZKG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/osdi/ThorpeQETHJWVNK21,
author = {John Thorpe and
Yifan Qiao and
Jonathan Eyolfson and
Shen Teng and
Guanzhou Hu and
Zhihao Jia and
Jinliang Wei and
Keval Vora and
Ravi Netravali and
Miryung Kim and
Guoqing Harry Xu},
editor = {Angela Demke Brown and
Jay R. Lorch},
title = {Dorylus: Affordable, Scalable, and Accurate {GNN} Training with Distributed
{CPU} Servers and Serverless Threads},
booktitle = {15th {USENIX} Symposium on Operating Systems Design and Implementation,
{OSDI} 2021, July 14-16, 2021},
pages = {495--514},
publisher = {{USENIX} Association},
year = {2021},
url = {https://www.usenix.org/conference/osdi21/presentation/thorpe},
timestamp = {Thu, 12 Aug 2021 18:19:16 +0200},
biburl = {https://dblp.org/rec/conf/osdi/ThorpeQETHJWVNK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-11118,
author = {John Thorpe and
Yifan Qiao and
Jonathan Eyolfson and
Shen Teng and
Guanzhou Hu and
Zhihao Jia and
Jinliang Wei and
Keval Vora and
Ravi Netravali and
Miryung Kim and
Guoqing Harry Xu},
title = {Dorylus: Affordable, Scalable, and Accurate {GNN} Training with Distributed
{CPU} Servers and Serverless Threads},
journal = {CoRR},
volume = {abs/2105.11118},
year = {2021},
url = {https://arxiv.org/abs/2105.11118},
eprinttype = {arXiv},
eprint = {2105.11118},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-11118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurosys/WeiGGX19,
author = {Jinliang Wei and
Garth A. Gibson and
Phillip B. Gibbons and
Eric P. Xing},
editor = {George Candea and
Robbert van Renesse and
Christof Fetzer},
title = {Automating Dependence-Aware Parallelization of Machine Learning Training
on Distributed Shared Memory},
booktitle = {Proceedings of the Fourteenth EuroSys Conference 2019, Dresden, Germany,
March 25-28, 2019},
pages = {42:1--42:17},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3302424.3303954},
doi = {10.1145/3302424.3303954},
timestamp = {Thu, 28 Mar 2019 13:37:53 +0100},
biburl = {https://dblp.org/rec/conf/eurosys/WeiGGX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/JayarajanWGFP19,
author = {Anand Jayarajan and
Jinliang Wei and
Garth Gibson and
Alexandra Fedorova and
Gennady Pekhimenko},
editor = {Ameet Talwalkar and
Virginia Smith and
Matei Zaharia},
title = {Priority-based Parameter Propagation for Distributed {DNN} Training},
booktitle = {Proceedings of Machine Learning and Systems 2019, MLSys 2019, Stanford,
CA, USA, March 31 - April 2, 2019},
publisher = {mlsys.org},
year = {2019},
url = {https://proceedings.mlsys.org/book/283.pdf},
timestamp = {Thu, 18 Jun 2020 15:47:05 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/JayarajanWGFP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-03960,
author = {Anand Jayarajan and
Jinliang Wei and
Garth Gibson and
Alexandra Fedorova and
Gennady Pekhimenko},
title = {Priority-based Parameter Propagation for Distributed {DNN} Training},
journal = {CoRR},
volume = {abs/1905.03960},
year = {2019},
url = {http://arxiv.org/abs/1905.03960},
eprinttype = {arXiv},
eprint = {1905.03960},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-03960.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/usenix/ZhangZXDHLHWXX17,
author = {Hao Zhang and
Zeyu Zheng and
Shizhen Xu and
Wei Dai and
Qirong Ho and
Xiaodan Liang and
Zhiting Hu and
Jinliang Wei and
Pengtao Xie and
Eric P. Xing},
editor = {Dilma Da Silva and
Bryan Ford},
title = {Poseidon: An Efficient Communication Architecture for Distributed
Deep Learning on {GPU} Clusters},
booktitle = {2017 {USENIX} Annual Technical Conference, {USENIX} {ATC} 2017, Santa
Clara, CA, USA, July 12-14, 2017},
pages = {181--193},
publisher = {{USENIX} Association},
year = {2017},
url = {https://www.usenix.org/conference/atc17/technical-sessions/presentation/zhang},
timestamp = {Mon, 01 Feb 2021 08:43:34 +0100},
biburl = {https://dblp.org/rec/conf/usenix/ZhangZXDHLHWXX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangZXDHLHWXX17,
author = {Hao Zhang and
Zeyu Zheng and
Shizhen Xu and
Wei Dai and
Qirong Ho and
Xiaodan Liang and
Zhiting Hu and
Jinliang Wei and
Pengtao Xie and
Eric P. Xing},
title = {Poseidon: An Efficient Communication Architecture for Distributed
Deep Learning on {GPU} Clusters},
journal = {CoRR},
volume = {abs/1706.03292},
year = {2017},
url = {http://arxiv.org/abs/1706.03292},
eprinttype = {arXiv},
eprint = {1706.03292},
timestamp = {Wed, 12 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhangZXDHLHWXX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloud/HarlapCDWGGGX16,
author = {Aaron Harlap and
Henggang Cui and
Wei Dai and
Jinliang Wei and
Gregory R. Ganger and
Phillip B. Gibbons and
Garth A. Gibson and
Eric P. Xing},
editor = {Marcos K. Aguilera and
Brian Cooper and
Yanlei Diao},
title = {Addressing the straggler problem for iterative convergent parallel
{ML}},
booktitle = {Proceedings of the Seventh {ACM} Symposium on Cloud Computing, Santa
Clara, CA, USA, October 5-7, 2016},
pages = {98--111},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2987550.2987554},
doi = {10.1145/2987550.2987554},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cloud/HarlapCDWGGGX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/XingHDKWLZXKY15,
author = {Eric P. Xing and
Qirong Ho and
Wei Dai and
Jin Kyu Kim and
Jinliang Wei and
Seunghak Lee and
Xun Zheng and
Pengtao Xie and
Abhimanu Kumar and
Yaoliang Yu},
title = {Petuum: {A} New Platform for Distributed Machine Learning on Big Data},
journal = {{IEEE} Trans. Big Data},
volume = {1},
number = {2},
pages = {49--67},
year = {2015},
url = {https://doi.org/10.1109/TBDATA.2015.2472014},
doi = {10.1109/TBDATA.2015.2472014},
timestamp = {Fri, 29 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/XingHDKWLZXKY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DaiKWHGX15,
author = {Wei Dai and
Abhimanu Kumar and
Jinliang Wei and
Qirong Ho and
Garth A. Gibson and
Eric P. Xing},
editor = {Blai Bonet and
Sven Koenig},
title = {High-Performance Distributed {ML} at Scale through Parameter Server
Consistency Models},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {79--87},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9195},
doi = {10.1609/AAAI.V29I1.9195},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DaiKWHGX15.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/kdd/XingHDKWLZXKY15,
author = {Eric P. Xing and
Qirong Ho and
Wei Dai and
Jin Kyu Kim and
Jinliang Wei and
Seunghak Lee and
Xun Zheng and
Pengtao Xie and
Abhimanu Kumar and
Yaoliang Yu},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Petuum: {A} New Platform for Distributed Machine Learning on Big Data},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {1335--1344},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783323},
doi = {10.1145/2783258.2783323},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/XingHDKWLZXKY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YuanGHDWZXLM15,
author = {Jinhui Yuan and
Fei Gao and
Qirong Ho and
Wei Dai and
Jinliang Wei and
Xun Zheng and
Eric Poe Xing and
Tie{-}Yan Liu and
Wei{-}Ying Ma},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {LightLDA: Big Topic Models on Modest Computer Clusters},
booktitle = {Proceedings of the 24th International Conference on World Wide Web,
{WWW} 2015, Florence, Italy, May 18-22, 2015},
pages = {1351--1361},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2736277.2741115},
doi = {10.1145/2736277.2741115},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/YuanGHDWZXLM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangHWXKHX15,
author = {Hao Zhang and
Zhiting Hu and
Jinliang Wei and
Pengtao Xie and
Gunhee Kim and
Qirong Ho and
Eric P. Xing},
title = {Poseidon: {A} System Architecture for Efficient GPU-based Deep Learning
on Multiple Machines},
journal = {CoRR},
volume = {abs/1512.06216},
year = {2015},
url = {http://arxiv.org/abs/1512.06216},
eprinttype = {arXiv},
eprint = {1512.06216},
timestamp = {Wed, 12 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhangHWXKHX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloud/CuiTWXDHHGGGX14,
author = {Henggang Cui and
Alexey Tumanov and
Jinliang Wei and
Lianghong Xu and
Wei Dai and
Jesse Haber{-}Kucharsky and
Qirong Ho and
Gregory R. Ganger and
Phillip B. Gibbons and
Garth A. Gibson and
Eric P. Xing},
editor = {Ed Lazowska and
Doug Terry and
Remzi H. Arpaci{-}Dusseau and
Johannes Gehrke},
title = {Exploiting iterative-ness for parallel {ML} computations},
booktitle = {Proceedings of the {ACM} Symposium on Cloud Computing, Seattle, WA,
USA, November 3-5, 2014},
pages = {5:1--5:14},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2670979.2670984},
doi = {10.1145/2670979.2670984},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cloud/CuiTWXDHHGGGX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/usenix/CuiCHKLKWDGGGX14,
author = {Henggang Cui and
James Cipar and
Qirong Ho and
Jin Kyu Kim and
Seunghak Lee and
Abhimanu Kumar and
Jinliang Wei and
Wei Dai and
Gregory R. Ganger and
Phillip B. Gibbons and
Garth A. Gibson and
Eric P. Xing},
editor = {Garth Gibson and
Nickolai Zeldovich},
title = {Exploiting Bounded Staleness to Speed Up Big Data Analytics},
booktitle = {2014 {USENIX} Annual Technical Conference, {USENIX} {ATC} '14, Philadelphia,
PA, USA, June 19-20, 2014},
pages = {37--48},
publisher = {{USENIX} Association},
year = {2014},
url = {https://www.usenix.org/conference/atc14/technical-sessions/presentation/cui},
timestamp = {Mon, 01 Feb 2021 08:43:38 +0100},
biburl = {https://dblp.org/rec/conf/usenix/CuiCHKLKWDGGGX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DaiKWHGX14,
author = {Wei Dai and
Abhimanu Kumar and
Jinliang Wei and
Qirong Ho and
Garth A. Gibson and
Eric P. Xing},
title = {High-Performance Distributed {ML} at Scale through Parameter Server
Consistency Models},
journal = {CoRR},
volume = {abs/1410.8043},
year = {2014},
url = {http://arxiv.org/abs/1410.8043},
eprinttype = {arXiv},
eprint = {1410.8043},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DaiKWHGX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuanGHDWZXLM14,
author = {Jinhui Yuan and
Fei Gao and
Qirong Ho and
Wei Dai and
Jinliang Wei and
Xun Zheng and
Eric P. Xing and
Tie{-}Yan Liu and
Wei{-}Ying Ma},
title = {LightLDA: Big Topic Models on Modest Compute Clusters},
journal = {CoRR},
volume = {abs/1412.1576},
year = {2014},
url = {http://arxiv.org/abs/1412.1576},
eprinttype = {arXiv},
eprint = {1412.1576},
timestamp = {Wed, 10 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YuanGHDWZXLM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DaiWZKLYHX13,
author = {Wei Dai and
Jinliang Wei and
Xun Zheng and
Jin Kyu Kim and
Seunghak Lee and
Junming Yin and
Qirong Ho and
Eric P. Xing},
title = {Petuum: {A} Framework for Iterative-Convergent Distributed {ML}},
journal = {CoRR},
volume = {abs/1312.7651},
year = {2013},
url = {http://arxiv.org/abs/1312.7651},
eprinttype = {arXiv},
eprint = {1312.7651},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DaiWZKLYHX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WeiDKZHX13,
author = {Jinliang Wei and
Wei Dai and
Abhimanu Kumar and
Xun Zheng and
Qirong Ho and
Eric P. Xing},
title = {Consistent Bounded-Asynchronous Parameter Servers for Distributed
{ML}},
journal = {CoRR},
volume = {abs/1312.7869},
year = {2013},
url = {http://arxiv.org/abs/1312.7869},
eprinttype = {arXiv},
eprint = {1312.7869},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WeiDKZHX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/safeconfig/SunWRX11,
author = {Xin Sun and
Jinliang Wei and
Sanjay G. Rao and
Geoffrey G. Xie},
editor = {John Banghart and
Ehab Al{-}Shaer and
Tony Sager and
HariGovind V. Ramasamy},
title = {A software toolkit for visualizing enterprise routing design},
booktitle = {4th Symposium on Configuration Analytics and Automation, SafeConfig
2011, Arlington, VA, USA, October 31 - November 1, 2011},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/SafeConfig.2011.6111664},
doi = {10.1109/SAFECONFIG.2011.6111664},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/safeconfig/SunWRX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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