FLIPS: Federated Learning using Intelligent Participant Selection

Rahul Atul Bhope, K. R. Jayaram, Nalini Venkatasubramanian +2

This paper presents the design and implementation of FLIPS, a middleware system to manage data and participant heterogeneity in federated learning (FL) training workloads. In parti…