Heterogeneity-Aware Resource Allocation and Topology Design for Hierarchical Federated Edge Learning

Zhidong Gao, Yu Zhang, Yanmin Gong +1

Federated Learning (FL) provides a privacy-preserving framework for training machine learning models on mobile edge devices. Traditional FL algorithms, e.g., FedAvg, impose a heavy…