Author

Hadi Farajvand

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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