FedSPU: Personalized Federated Learning for Resource-constrained Devices with Stochastic Parameter Update

Ziru Niu, Hai Dong, A. K. Qin

Personalized Federated Learning (PFL) is widely employed in IoT applications to handle high-volume, non-iid client data while ensuring data privacy. However, heterogeneous edge dev…