Learning-based Energy Management for Cyber-Physical Systems

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With the advance of engineering and networking technology, many embedded devices are now connected into a network or with the Internet, and are emerging into cyber-physical systems. A cyber-physical system can be found in various applications for control and monitoring, such as automotive, aerospace, health care, transportation, building and process control, and entertainment. Unlike desktop systems, many cyber-physical systems operate with batteries that have limited energy supplies. Thus, energy efficiency is one of the inherent requirements of cyber-physical systems, as low-energy consumption yields better battery life, which is especially important for applications involving implanted medical devices. With more and more cyber-physical systems around us nowadays, low-energy consumption problem of cyber-physical systems becomes more critical.