PoFEL: Energy-efficient Consensus for Blockchain-based Hierarchical Federated Learning

Shengyang Li, Qin Hu, Zhilin Wang

Facilitated by mobile edge computing, client-edge-cloud hierarchical federated learning (HFL) enables communication-efficient model training in a widespread area but also incurs ad…