Optimal directed acyclic graph federated learning model for energy-efficient IoT communication networks
G. Nalinipriya,
E. Laxmi Lydia,
S. Rama Sree
et al.
Abstract:Federated learning (FL) stimulates distributed on-device computation systems to process an optimum technique efficiency by communicating local process upgrades and global method distribution from aggregation averaging procedure. On-device FL is a standard application in wireless environments, with several mobile devices participating as nodes in the FL network. Managing extensive multi-dimensional process upgrades and resource-constrained computations in large-scale heterogeneous IoT cellular networks can be c… Show more
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