Ali Hassan Sodhro

Proximity-Aware Federated Learning for Symbiotic Task Offloading in Vehicular-Edge Intelligence

2025 · IEEE Internet of Things Journal

Vehicular Edge Computing (VEC) is a key enabler of real-time intelligence in next-generation transportation systems. However, conventional Federated Learning (FL) in VEC typically depends on static edge-server aggregation, resulting in high communication overhead, increased latency, …