Zipline: an optimized algorithm for the elastic bulk synchronous parallel model

DOI10.1007/S10994-021-06064-WOpenAlexW3207741019MaRDI QIDQ2071511

Xing Zhao, Manos Papagelis, Aijun An, Bao Xin Chen, Yong-Gang Hu, Jun-Feng Liu

Publication date: 28 January 2022

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-021-06064-w

zbMATH Keywords

BSPdata parallelismasynchronous paralleldistributed deep learningparameter server frameworkstale synchronous parallel

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• CIFAR
• MXNet
• ImageNet
• HOGWILD
• AlexNet

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