Learning Cooperative Oversubscription for Cloud by Chance-Constrained Multi-Agent Reinforcement Learning

Author:

Sheng Junjie1ORCID,Wang Lu2ORCID,Yang Fangkai2ORCID,Qiao Bo2ORCID,Dong Hang2ORCID,Wang Xiangfeng1ORCID,Jin Bo1ORCID,Wang Jun1ORCID,Qin Si2ORCID,Rajmohan Saravan3ORCID,Lin Qingwei2ORCID,Zhang Dongmei2ORCID

Affiliation:

1. East China Normal University, China

2. Microsoft Research, China

3. Microsoft 365, USA

Publisher

ACM

Reference27 articles.

1. Amazon. 2018. BYOL and Oversubscription. https://aws.amazon.com/blogs/compute/byol-and-oversubscription/. Accessed: 2022-08-13. Amazon. 2018. BYOL and Oversubscription. https://aws.amazon.com/blogs/compute/byol-and-oversubscription/. Accessed: 2022-08-13.

2. D.P. Bertsekas . 1982. Constrained Optimization and Lagrange Multiplier Methods . Academic Press . https://books.google.com.hk/books?id=AX0jIIftffkC D.P. Bertsekas. 1982. Constrained Optimization and Lagrange Multiplier Methods. Academic Press. https://books.google.com.hk/books?id=AX0jIIftffkC

3. iOverbook: Intelligent Resource-Overbooking to Support Soft Real-Time Applications in the Cloud

4. Improving Cluster Resource Efficiency with Oversubscription

5. Improving Cluster Resource Efficiency with Oversubscription

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