I. Introduction
The Internet of Vehicles (IoV) enables connected vehicles to communicate and share data, promising major improvements in areas like traffic management, road safety, and autonomous driving. However, the massive scale of IoV systems poses significant challenges [1]. The huge volumes of real-time data generated by vehicles and infrastructure strain traditional centralized networks, resulting in bottlenecks in throughput, latency, and security [2], [3], [4].