Mitigating Heterogeneity-Induced Drift in Hierarchical Sign-Based Federated Learning

Amirreza Kazemi, Seyed Mohammad Azimi-Abarghouyi, Gabor Fodor +1

Hierarchical federated learning (HFL) is well suited for large-scale wireless and Internet of Things systems, where devices communicate with nearby edge servers before reaching the…