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SOAFEE (Scalable Open Architecture for Embedded Edge) is redefining how modern vehicles are built. In this lecture, you will learn how cloud-native principles like containerization, microservices, and orchestration are being adapted for automotive systems. We break down the complete SOAFEE architecture including hardware layers, virtualization, orchestration, and application deployment on HPC (High Performance Computing) platforms. You will also understand how SOAFEE enables seamless development from cloud to vehicle, supports OTA (Over-The-Air) updates, and ensures real-time and safety-critical execution. This video is designed for automotive software engineers, Android Automotive developers, and anyone interested in Software Defined Vehicles (SDV), ADAS (Advanced Driver Assistance Systems), and next-generation vehicle platforms.