Two-Phase Deep Reinforcement Learning of Dynamic Resource Allocation and Client Selection for Hierarchical Federated Learning

Xiaojing Chen 0001, Zhenyuan Li, Wei Ni 0001, Xin Wang 0003, Shunqing Zhang, Shugong Xu, Qingqi Pei. Two-Phase Deep Reinforcement Learning of Dynamic Resource Allocation and Client Selection for Hierarchical Federated Learning. In IEEE/CIC International Conference on Communications in China, ICCC 2022, Sanshui, Foshan, China, August 11-13, 2022. pages 518-523, IEEE, 2022. [doi]

Abstract

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