AI-Enabled Edge and Automotive Computing


Driven by the advances in AI, computer architecture, and sensor technologies, automobiles, including electric vehicles (EVs) and self-driving cars, are transforming into sophisticated high-performance computing platforms. As the advancement of these computing systems accelerates, they will be running a wide variety of applications, including sensing, navigation, etc., using specialized deep neural network systems and complex communication protocols (i.e., Ethernet, SDVs) with safety and reliability support. We study advanced automotive computing systems, including AI-powered EV Energy Harvesting and Management, EV Campus Energy Trading, and AI-enabled automotive ICs.