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Overlap Communication with Dependent Computation via Decomposition in Large Deep Learning Models.

S. Wang, J. Wei, A. Sabne, A. Davis, B. Ilbeyi, B. Hechtman, D. Chen, K. Murthy, M. Maggioni, Q. Zhang, S. Kumar, T. Guo, Y. Xu, and Z. Zhou. ASPLOS (1), page 93-106. ACM, (2023)

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Jinliang Gao

Jinliang Yuan

Jinliang Zhuang

Jinliang Huang

Wei Wei

Other publications of authors with the same name

High-Performance Distributed ML at Scale through Parameter Server Consistency Models.W. Dai, A. Kumar, J. Wei, Q. Ho, G. Gibson, and E. Xing. AAAI, page 79-87. AAAI Press, (2015)A software toolkit for visualizing enterprise routing design.X. Sun, J. Wei, S. Rao, and G. Xie. SafeConfig, IEEE, (2011)Automating Dependence-Aware Parallelization of Machine Learning Training on Distributed Shared Memory.J. Wei, G. Gibson, P. Gibbons, and E. Xing. EuroSys, page 42:1-42:17. ACM, (2019)Managed communication and consistency for fast data-parallel iterative analytics.J. Wei, W. Dai, A. Qiao, Q. Ho, H. Cui, G. Ganger, P. Gibbons, G. Gibson, and E. Xing. SoCC, page 381-394. ACM, (2015)Addressing the straggler problem for iterative convergent parallel ML.A. Harlap, H. Cui, W. Dai, J. Wei, G. Ganger, P. Gibbons, G. Gibson, and E. Xing. SoCC, page 98-111. ACM, (2016)Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters.H. Zhang, Z. Zheng, S. Xu, W. Dai, Q. Ho, X. Liang, Z. Hu, J. Wei, P. Xie, and E. Xing. USENIX ATC, page 181-193. USENIX Association, (2017)Priority-based Parameter Propagation for Distributed DNN Training.A. Jayarajan, J. Wei, G. Gibson, A. Fedorova, and G. Pekhimenko. SysML, mlsys.org, (2019)Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads.J. Thorpe, Y. Qiao, J. Eyolfson, S. Teng, G. Hu, Z. Jia, J. Wei, K. Vora, R. Netravali, M. Kim and 1 other author(s). OSDI, page 495-514. USENIX Association, (2021)Exploiting iterative-ness for parallel ML computations.H. Cui, A. Tumanov, J. Wei, L. Xu, W. Dai, J. Haber-Kucharsky, Q. Ho, G. Ganger, P. Gibbons, G. Gibson and 1 other author(s). SoCC, page 5:1-5:14. ACM, (2014)Petuum: A New Platform for Distributed Machine Learning on Big Data.E. Xing, Q. Ho, W. Dai, J. Kim, J. Wei, S. Lee, X. Zheng, P. Xie, A. Kumar, and Y. Yu. KDD, page 1335-1344. ACM, (2015)

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Disambiguation of "Wei, Jinliang"

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Overlap Communication with Dependent Computation via Decomposition in Large Deep Learning Models.

Please choose a person to relate this publication to

Jinliang Gao

Jinliang Yuan

Jinliang Zhuang

Jinliang Huang

Wei Wei

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Wei, Jinliang"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Overlap Communication with Dependent Computation via Decomposition in Large Deep Learning Models.

Please choose a person to relate this publication to

Jinliang Gao

Jinliang Yuan

Jinliang Zhuang

Jinliang Huang

Wei Wei

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
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Overlap Communication with Dependent Computation via Decomposition in Large Deep Learning Models.