Open access
Jul 2026
Optimized IoT clustering and assignment in semi-synchronous federated learning
The results show a 15% increase in clustering metrics compared to current algorithms, showcasing how the method improves device assignment and data redistribution in hierarchical semi-synchronous federated learning, addressing issues in model accuracy and resource optimization.
Hadi Farajvand, Nahideh Derakhshanfard, Abbas Mirzaei et al.
· Scientific Reports · 0 citations