A Dual-Agent Scheduler for Distributed Deep Learning Jobs on Public Cloud via Reinforcement Learning-Reference-Cited by-同舟云学术

A Dual-Agent Scheduler for Distributed Deep Learning Jobs on Public Cloud via Reinforcement Learning

Published:2023-08-04 Issue: Volume: Page:
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Container-title:Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
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Author:

Xing Mingzhe¹^ORCID,Mao Hangyu²^ORCID,Yin Shenglin¹^ORCID,Pan Lichen¹^ORCID,Zhang Zhengchao³^ORCID,Xiao Zhen¹^ORCID,Long Jieyi⁴^ORCID

Affiliation:

1. Peking University, Beijing, China

2. Sensetime Research, Beijing, China

3. ByteDance, Shanghai, China

4. Theta Labs, Inc., San Jose, USA

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3580305.3599241

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5. Solving Transition Independent Decentralized Markov Decision Processes

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