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

Xiaojing Chen, Zhenyuan Li,Wei Ni,Xin Wang,Shunqing Zhang,Yanzan Sun,Shugong Xu,Qingqi Pei

IEEE TRANSACTIONS ON COMMUNICATIONS（2024）

引用 0|浏览41

关键词

Resource management,Servers,Training,Accuracy,Scheduling,Data models,Batteries,Hierarchical federated learning,resource allocation,client scheduling,deep deterministic policy gradient

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要