Fedfog: network-aware optimization of federated learning over wireless fog-cloud systems

HIGHLIGHTS

  • who: Van-Dinh Nguyen and colleagues from the (UNIVERSITY) have published the Article: FedFog: Network-Aware Optimization of Federated Learning Over Wireless Fog-Cloud Systems, in the Journal: (JOURNAL) of 10,/Oct/2022
  • what: To mitigate the straggler effect the authors propose a flexible user aggregation strategy that trains fast users first to obtain a certain level of accuracy before allowing slow users to join the global training updates. The authors focus on the literature review of FL algorithm and wireless FL performance optimization. The authors show in this paper that communication and FL model . . .

     

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