FedPARL: Client Activity and Resource-Oriented Lightweight Federated Learning Model for Resource-Constrained Heterogeneous IoT Environment Article

Imteaj, Ahmed, Amini, M Hadi. (2021). FedPARL: Client Activity and Resource-Oriented Lightweight Federated Learning Model for Resource-Constrained Heterogeneous IoT Environment . FRONTIERS IN COMMUNICATIONS AND NETWORKS, 2 10.3389/frcmn.2021.657653

cited authors

  • Imteaj, Ahmed; Amini, M Hadi

authors

publication date

  • April 29, 2021

published in

keywords

  • Science & Technology
  • Technology
  • Telecommunications
  • client activity
  • distributed machine learning
  • federated learning
  • internet of things
  • model pruning
  • resource limitation
  • system heterogeneity

Digital Object Identifier (DOI)

volume

  • 2