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In modern automotive engineering, in-vehicle networks (IVNs) play a crucial role in ensuring smooth communication between electronic control units (ECUs), sensors, and actuators. Vehicle System Engineering focuses on designing, implementing, and analyzing these networks to optimize performance, reliability, and safety. As vehicles become more advanced with autonomous driving features, electrification, and connectivity, the understanding of the various network architectures is