SOFA-FL: Self-Organizing Hierarchical Federated Learning with Adaptive Clustered Data Sharing

Yi Ni, Xinkun Wang, Han Zhang

Federated Learning (FL) faces significant challenges in evolving environments, particularly regarding data heterogeneity and the rigidity of fixed network topologies. To address th…