Federated Learning Over Wireless Networks: Convergence Analysis and Resource Allocation - Dinh, Canh T.; Tran, Nguyen H.; Nguyen, Minh N. H.; Hong, Choong Seon; Bao, Wei; Zomaya, Albert Y.; Gramoli, Vincent (IEEE/ACM transactions on networking, 2021)
Keywords: Algorithms; Computational modeling; Convergence; Data models; Distributed machine learning; Energy consumption; Federated learning; Heterogeneity; Machine learning; Optimization; optimization decomposition; Power consumption; Resource allocation; Resource management; Tradeoffs; Training; Wireless communication; Wireless networks