Convergence Time Optimization for Federated Learning over Wireless
Networks

Convergence Time Optimization for Federated Learning over Wireless Networks

22 January 2020

H. Vincent Poor

Papers citing "Convergence Time Optimization for Federated Learning over Wireless Networks"

17 / 17 papers shown

Title
Federated Learning-Distillation Alternation for Resource-Constrained IoT Rafael Valente da Silva Onel L. A. López R. D. Souza 7 0 0 26 May 2025
Energy Efficient Federated Learning Over Wireless Communication Networks Zhaohui Yang Mingzhe Chen Walid Saad Choong Seon Hong M. Shikh-Bahaei 40 684 0 06 Nov 2019
Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligence N. Skatchkovsky Hyeryung Jang Osvaldo Simeone FedML 15 36 0 21 Oct 2019
A Joint Learning and Communications Framework for Federated Learning over Wireless Networks Mingzhe Chen Zhaohui Yang Walid Saad Changchuan Yin H. Vincent Poor Shuguang Cui FedML 46 1,181 0 17 Sep 2019
Federated Learning for Wireless Communications: Motivation, Opportunities and Challenges Solmaz Niknam Harpreet S. Dhillon J. H. Reed 43 600 0 30 Jul 2019
Accelerating DNN Training in Wireless Federated Edge Learning Systems Jinke Ren Guanding Yu Guangyao Ding FedML 31 169 0 23 May 2019
Towards Federated Learning at Scale: System Design Keith Bonawitz Hubert Eichner W. Grieskamp Dzmitry Huba A. Ingerman ... H. B. McMahan Timon Van Overveldt David Petrou Daniel Ramage Jason Roselander FedML 70 2,652 0 04 Feb 2019
Federated Optimization in Heterogeneous Networks Tian Li Anit Kumar Sahu Manzil Zaheer Maziar Sanjabi Ameet Talwalkar Virginia Smith FedML 76 5,105 0 14 Dec 2018
Wireless Network Intelligence at the Edge Jihong Park S. Samarakoon M. Bennis Mérouane Debbah 75 519 0 07 Dec 2018
Joint Service Pricing and Cooperative Relay Communication for Federated Learning Shaohan Feng Dusit Niyato Ping Wang Dong In Kim Ying-Chang Liang FedML 45 106 0 29 Nov 2018
In-Edge AI: Intelligentizing Mobile Edge Computing, Caching and Communication by Federated Learning Xiaofei Wang Yiwen Han Chenyang Wang Qiyang Zhao Xu Chen Min Chen 28 801 0 19 Sep 2018
Towards an Intelligent Edge: Wireless Communication Meets Machine Learning Guangxu Zhu Dongzhu Liu Yuqing Du Changsheng You Jun Zhang Kaibin Huang 32 506 0 02 Sep 2018
LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning Tianyi Chen G. Giannakis Tao Sun W. Yin 47 298 0 25 May 2018
Adaptive Federated Learning in Resource Constrained Edge Computing Systems Shiqiang Wang Tiffany Tuor Theodoros Salonidis K. Leung C. Makaya T. He Kevin S. Chan 197 1,692 0 14 Apr 2018
Federated Learning: Strategies for Improving Communication Efficiency Jakub Konecný H. B. McMahan Felix X. Yu Peter Richtárik A. Suresh Dave Bacon FedML 243 4,620 0 18 Oct 2016
Federated Optimization: Distributed Machine Learning for On-Device Intelligence Jakub Konecný H. B. McMahan Daniel Ramage Peter Richtárik FedML 87 1,886 0 08 Oct 2016
Hybrid Deterministic-Stochastic Methods for Data Fitting M. Friedlander Mark Schmidt 89 387 0 13 Apr 2011