In the dynamic realm of technology, the Internet of Things (IoT) has expanded its horizons to reshape numerous industries. Among these advancements lies the intriguing domain of the Internet of Vehicles (IoV), which holds immense potential to revolutionize how we perceive transportation. IoV represents the fusion of automotive, telecommunications, and information technology, forming an interconnected ecosystem where vehicles, infrastructure, and users seamlessly communicate. It's more than just smart cars; it's an intricate network fostering intelligent transportation systems, promising safer, more efficient, and sustainable mobility solutions.