Seyed Mohammad Azimi-Abarghouyi

Hierarchical Federated Learning framework redefines networked AI design

This paper proposes Hierarchical Federated Learning (HFL) as an architecture-aware design framework for networked AI, moving beyond its common framing as a communication-saving protocol. The authors argue that HFL shoul…