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HeterPS: Distributed deep learning with reinforcement learning based scheduling in heterogeneous environments

Ji Liu, Zhihua Wu, Danlei Feng, Minxu Zhang, Xinxuan Wu, Xuefeng Yao, Dianhai Yu, Yanjun Ma, Feng Zhao, Dejing Dou

2023Future Generation Computer Systems54 citationsDOI

Topics & Concepts

Computer scienceScheduling (production processes)ExploitDistributed computingReinforcement learningSymmetric multiprocessor systemWorkloadScheduleSupercomputerArtificial intelligenceParallel computingOperating systemEconomicsComputer securityOperations managementAdvanced Neural Network ApplicationsStochastic Gradient Optimization TechniquesReinforcement Learning in Robotics
HeterPS: Distributed deep learning with reinforcement learning based scheduling in heterogeneous environments | Litcius