Fine-Grained Data Selection for Improved Energy Efficiency of Federated Edge Learning - Albaseer, Abdullatif; Abdallah, Mohamed; Al-Fuqaha, Ala; Erbad, Aiman (IEEE transactions on network science and engineering, 2022)
Keywords: Beamforming; Computational modeling; Constraints; Convergence rate; Data models; Data selection; Datasets; Edge computing; Edge Intelligence; Energy consumption; Energy efficiency; Federated Edge Learning (FEEL); Iterative algorithms; Iterative methods; Learning Algorithm; Machine learning; Performance evaluation; Resource allocation; Resource management; Servers; Training