Autonomous vehicles (AVs) represent the convergence of several advanced technologies, combining robotics, artificial intelligence, control theory, and embedded systems engineering into a cohesive, real-time decision-making platform. The computational demands of AVs far exceed those of conventional vehicles, requiring the seamless orchestration of heterogeneous software and hardware systems to operate safely and reliably in dynamic environments.