2 papers
cs.LG2021
Joint Client Scheduling and Resource Allocation under Channel Uncertainty in Federated Learning
Madhusanka Manimel Wadu, Sumudu Samarakoon, Mehdi Bennis
The performance of federated learning (FL) over wireless networks depend on the reliability of the client-server connectivity and clients' local computation capabilities. In this a…
cs.NI2020
Federated Learning under Channel Uncertainty: Joint Client Scheduling and Resource Allocation
Madhusanka Manimel Wadu, Sumudu Samarakoon, Mehdi Bennis
In this work, we propose a novel joint client scheduling and resource block (RB) allocation policy to minimize the loss of accuracy in federated learning (FL) over wireless compare…