Sonia Hashish

FedCogniBand: cognition-aware predictive bandwidth allocation for communication-limited federated learning

Federated Learning (FL) facilitates collaborative model training among dispersed clients while safeguarding data privacy; yet, its practical implementation is significantly hindered by substantial uplink bandwidth restrictions and notable data heterogeneity. Even though there hav...