Enhancing Federated Learning Convergence with Dynamic Data Queue and Data Entropy-driven Participant Selection

Charuka Herath, Xiaolan Liu, Sangarapillai Lambotharan +1

Federated Learning (FL) is a decentralized approach for collaborative model training on edge devices. This distributed method of model training offers advantages in privacy, securi…