no code implementations • 24 Sep 2023 • Y. Li, X. Qin, J. Geng, R. Chen, Y. Hou, Y. Gong, M. Pan, P. Zhang
REW AFL introduces a novel PS utility function that jointly considers global FL training utilities and local energy utility, which integrates energy consumption and residual battery energy of candidate mobile devices.
no code implementations • 6 Feb 2022 • Y. Li, X. Qin, H. Chen, K. Han, P. Zhang
We formulate an accuracy-cost trade-off optimization problem by jointly considering model accuracy, communication resource allocation and energy consumption.