Scheduling and Aggregation Design for Asynchronous Federated Learning over Wireless Networks

14 December 2022

Papers citing "Scheduling and Aggregation Design for Asynchronous Federated Learning over Wireless Networks"

7 / 7 papers shown

Title
Asynchronous Federated Learning with Incentive Mechanism Based on Contract Theory Danni Yang Yun-Gyu Ji Zhoubin Kou Xiaoxiong Zhong Shenglv Zhang FedML 11 2 0 10 Oct 2023
Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks Xiaofan Yu L. Cherkasova Hars Vardhan Quanling Zhao Emily Ekaireb Xiyuan Zhang A. Mazumdar T. Rosing 17 23 0 17 Jan 2023
Asynchronous Federated Learning on Heterogeneous Devices: A Survey Chenhao Xu Youyang Qu Yong Xiang Longxiang Gao FedML 89 236 0 09 Sep 2021
Adaptive Transmission Scheduling in Wireless Networks for Asynchronous Federated Learning Hyun-Suk Lee Jang-Won Lee 74 52 0 02 Mar 2021
Federated Learning in Unreliable and Resource-Constrained Cellular Wireless Networks M. Salehi E. Hossain FedML 41 81 0 09 Dec 2020
Convergence of Update Aware Device Scheduling for Federated Learning at the Wireless Edge M. Amiri Deniz Gunduz Sanjeev R. Kulkarni H. Vincent Poor 63 168 0 28 Jan 2020
New Convergence Aspects of Stochastic Gradient Algorithms Lam M. Nguyen Phuong Ha Nguyen Peter Richtárik K. Scheinberg Martin Takáč Marten van Dijk 18 65 0 10 Nov 2018