AI-EMPOWERED MOBILE EDGE COMPUTING: INDUCING BALANCED FEDERATED LEARNING STRATEGY OVER EDGE FOR BALANCED DATA AND OPTIMIZED COMPUTATION COST

AI-empowered mobile edge computing: inducing balanced federated learning strategy over edge for balanced data and optimized computation cost

Abstract In Mobile Edge Computing, the framework of federated learning can enable collaborative learning models across edge nodes, without necessitating the direct exchange of data from edge nodes.It addresses significant challenges encompassing access rights, privacy, security, and the utilization of heterogeneous data sources over mobile edge com

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