Joint client scheduling and resource allocation under channel uncertainty in federated learning

MM Wadu, S Samarakoon… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
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 article we …

[PDF][PDF] Joint Client Scheduling and Resource Allocation Under Channel Uncertainty in Federated Learning

MM Wadu, S Samarakoon, M Bennis - IEEE TRANSACTIONS ON …, 2021 - mm.aueb.gr
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 article we …

Joint client scheduling and resource allocation under channel uncertainty in federated learning

MM Wadu, S Samarakoon, M Bennis - 2021 - oulurepo.oulu.fi
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 article we …

Joint Client Scheduling and Resource Allocation under Channel Uncertainty in Federated Learning

MM Wadu, S Samarakoon, M Bennis - arXiv preprint arXiv:2106.06796, 2021 - arxiv.org
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 article we …