The National Science Foundation (NSF) awarded a $146,855 Project Grant under the Computer and Information Science and Engineering (CFDA 47.070) program to the University of Missouri System, doing business as Missouri University of Science & Technology (Missouri S&T). The grant supports a 4-year collaborative research project to develop an energy-efficient federated learning (FL) framework for mobile artificial intelligence (AI) systems. The project aims to create an energy estimation methodology for FL training across diverse device types, explore strategies to enhance the energy efficiency of FL, and integrate learning performance metrics with energy parameters in the FL participant selection process. To support these goals, the project will establish a mobile AI testbed and energy measurement setup, and share research artifacts and results with the community while including educational activities targeting underrepresented groups in computing. This project has the potential to advance mobile computing and AI technologies, ensuring they are both energy-efficient and privacy-preserving.
Generated 3/18/25, 1:46 AM