L4L: Experience-Driven Computational Resource Control in Federated Learning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Computers"
DOI: 10.1109/tc.2021.3068219
Abstract: As the large-scale deployment of machine learning applications, there is much research attention on exploiting a vast amount of data stored on mobile clients. To preserve data privacy, federated learning has been proposed to enable… read more here.
Keywords: federated learning; resource; experience driven; computational resource ... See more keywords
Joint Allocations of Radio and Computational Resource for User Energy Consumption Minimization Under Latency Constraints in Multi-Cell MEC Systems
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2022.3216042
Abstract: This paper investigates the joint allocation of radio resources (i.e., base stations (BSs), sub-channels, and uplink transmission powers) and computational resources for a multi-cell mobile edge computing (MEC) system, aimed at minimizing the sum energy… read more here.
Keywords: problem; computational resource; multi cell; energy consumption ... See more keywords