This paper brings a new long- term perspective to resource allocation in WFLNs, realizing that learning rounds are not only temporally interdependent but also ...
Apr 9, 2020 · This paper brings a new long-term perspective to resource allocation in WFLNs, realizing that learning rounds are not only temporally ...
Inspired by this, in this paper, we investigate FL in wireless networks where client selection and bandwidth allocation are two crucial factors which ...
This paper brings a new long-term perspective to resource allocation in WFLNs, realizing that learning rounds are not only temporally interdependent but also ...
Feb 1, 2021 · This paper brings a new long-term perspective to resource allocation in WFLNs, realizing that learning rounds are not only temporally ...
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A stochastic optimization problem for joint client selection and bandwidth allocation under long-term client energy constraints is formulated, and a new ...
Inspired by this, in this paper, we investigate FL in wireless network where client selection and bandwidth allocation are two crucial factors which ...
Wang, “Client selection and bandwidth allocation in wireless federated learning networks: A long-term perspective,” IEEE Trans. Wireless Commun., vol. 20 ...
This paper proposes a per-round energy drift plus cost (PEDPC) algorithm from an online perspective, and the performance of the PEDPC algorithm is verified ...
Aug 9, 2023 · Client selection and bandwidth allocation in wireless federated learning networks: A long-term perspective. IEEE Trans. Wirel. Commun. 2020 ...