From Federated to Fog Learning: Distributed Machine Learning over
Heterogeneous Wireless Networks

From Federated to Fog Learning: Distributed Machine Learning over Heterogeneous Wireless Networks

7 June 2020

Seyyedali Hosseinalipour

Christopher G. Brinton

Vaneet Aggarwal

Papers citing "From Federated to Fog Learning: Distributed Machine Learning over Heterogeneous Wireless Networks"

6 / 6 papers shown

Title
Reconfigurable Intelligent Surface Assisted Multiuser MISO Systems Exploiting Deep Reinforcement Learning Chongwen Huang Ronghong Mo Chau Yuen 34 579 0 24 Feb 2020
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 64 1,184 0 17 Sep 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 93 2,652 0 04 Feb 2019
Broadband Analog Aggregation for Low-Latency Federated Edge Learning (Extended Version) Guangxu Zhu Yong Wang Kaibin Huang FedML 55 638 0 30 Dec 2018
Applications of Deep Reinforcement Learning in Communications and Networking: A Survey Nguyen Cong Luong D. Hoang Shimin Gong Dusit Niyato Ping Wang Ying-Chang Liang Dong In Kim OffRL 74 1,430 0 18 Oct 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 212 1,698 0 14 Apr 2018