IEEE

FedFOC: Personalized Federated Learning via Fine-Grained One-Shot Clustering

Abstract: The rapid growth of industrial Internet of Things (IoT) devices presents significant opportunities for federated learning to advance secure machine learning in industrial IoT systems.
IEEE

Coordinating Computational Capacity for Adaptive Federated Learning in Heterogeneous Edge Computing Systems

Abstract: With the rapid growth of IoT technology and the rise of smart devices, edge computing, particularly federated learning (FL), has gained importance for preserving user data privacy. However, ...