Toward Dynamic Resource Allocation and Client Scheduling in Hierarchical Federated Learning: A Two-Phase Deep Reinforcement Learning Approach - researchr publication

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Xiaojing Chen 0001, Zhenyuan Li, Wei Ni 0001, Xin Wang 0003, Shunqing Zhang, Yanzan Sun, Shugong Xu, Qingqi Pei. Toward Dynamic Resource Allocation and Client Scheduling in Hierarchical Federated Learning: A Two-Phase Deep Reinforcement Learning Approach. IEEE Transactions on Communications, 72(12):7798-7813, December 2024. [doi]

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