Maryam Jasim Mohammed

SDN-Driven Bandwidth Allocation for Federated Learning of Driving Policies Across Autonomous Vehicle Swarms

This paper presents a joint bandwidth allocation and federated learning optimization framework for Software-Defined Networking (SDN)-assisted autonomous vehicular networks. The framework addresses challenges such as dynamic channel conditions, mobility-induced fading, and heterogeneous data by minimizing convergence bo...