Jie-Ping Luo

Adaptive Client Clustering and Coordination for Federated Learning Workflow Management in Edge Networks

Federated learning (FL) is increasingly deployed as a managed learning service rather than as a set of isolated training jobs. In networked edge environments, dependent FL service flows must coordinate heterogeneous clients, non-IID data, fluctuating communication latency, and precedence-constrained tasks under service...