openalexScientific Reports2026-07-23
Optimized IoT clustering and assignment in semi-synchronous federated learning
Hadi Farajvand, Nahideh Derakhshanfard, Abbas Mirzaei, Ali Ghaffari, Ali Asghar Pour Haji Kazem
This study focuses on the important task of optimizing device clustering and assigning them to edge servers, while also implementing data redistribution in hierarchical semi-synchronous federated learning within the realm of advancing edge computing. Our research goal is to incre…