AI-based Resource Allocation: Reinforcement Learning for Adaptive Auto-scaling in Serverless Environments

Lucia Schuler, Somaya Jamil, Niklas Kühl. AI-based Resource Allocation: Reinforcement Learning for Adaptive Auto-scaling in Serverless Environments. In Laurent Lefèvre, Stacy Patterson, Young Choon Lee, Haiying Shen, Shashikant Ilager, Mohammad Goudarzi, Adel Nadjaran Toosi, Rajkumar Buyya, editors, 21st IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2021, Melbourne, Australia, May 10-13, 2021. pages 804-811, IEEE, 2021. [doi]

Abstract

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