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A Case for Adaptive Resource Management in Alibaba Datacenter Using Neural Networks |
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| Authors: | Wang Sa Zhu Yan-Hai Chen Shan-Pei Wu Tian-Ze Li Wen-Jie Zhan Xu-Sheng Ding Hai-Yang Shi Wei-Song Bao Yun-Gang |
| Affiliation: | 1.State Key Laboratory of Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences Beijing 100190, China;2.University of Chinese Academy of Sciences, Beijing 100049, China;3.Peng Cheng Laboratory, Shenzhen 518055, China;4.Alibaba Inc., Hangzhou 311121, China;5.Department of Computer Science, Wayne State University, Michigan, MI 48202, U.S.A |
| Abstract: | Journal of Computer Science and Technology - Both resource efficiency and application QoS have been big concerns of datacenter operators for a long time, but remain to be irreconcilable. High... |
| Keywords: | resource management neural network resource efficiency tail latency |
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