A Reinforcement Learning Based Resource Management Approach for Time-critical Workloads in Distributed Computing Environment

Zixia Liu, Hong Zhang, BingBing Rao, Liqiang Wang. A Reinforcement Learning Based Resource Management Approach for Time-critical Workloads in Distributed Computing Environment. In Naoki Abe, Huan Liu 0001, Calton Pu, Xiaohua Hu, Nesreen Ahmed, Mu Qiao, Yang Song, Donald Kossmann, Bing Liu 0001, Kisung Lee, Jiliang Tang, Jingrui He, Jeffrey Saltz, editors, IEEE International Conference on Big Data, Big Data 2018, Seattle, WA, USA, December 10-13, 2018. pages 252-261, IEEE, 2018. [doi]

Abstract

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