On the Impact of Device and Behavioral Heterogeneity in Federated Learning

15 February 2021

Papers citing "On the Impact of Device and Behavioral Heterogeneity in Federated Learning"

6 / 6 papers shown

Title
Towards Energy-Aware Federated Learning on Battery-Powered Clients Amna Arouj A. Abdelmoniem 67 28 0 09 Aug 2022
Constrained In-network Computing with Low Congestion in Datacenter Networks Raz Segal C. Avin Gabriel Scalosub 29 10 0 12 Jan 2022
FedBalancer: Data and Pace Control for Efficient Federated Learning on Heterogeneous Clients Jaemin Shin Yuanchun Li Yunxin Liu Sung-Ju Lee FedML 64 77 0 05 Jan 2022
Towards Fairness-Aware Federated Learning Yuxin Shi Han Yu Cyril Leung FedML 76 83 0 02 Nov 2021
Resource-Efficient Federated Learning A. Abdelmoniem Atal Narayan Sahu Marco Canini Suhaib A. Fahmy FedML 91 57 0 01 Nov 2021
SOAR: Minimizing Network Utilization with Bounded In-network Computing Raz Segal C. Avin Gabriel Scalosub 26 13 0 27 Oct 2021