Hong Soo Nicholas Koh

Communication-efficient and Scalable Decentralized Federated Edge Learning

Federated Edge Learning (FEL) is a distributed Machine Learning (ML) framework for collaborative training on edge devices. FEL improves data privacy over traditional centralized ML model training by keeping data on the devices and only sending local model updates to a central coordinator for aggrega…