Communication Cost Reduction with Partial Structure in Federated Learning

Federated learning is a distributed learning algorithm designed to train a single server model on a server using different clients and their local data. To improve the performance of the server model, continuous communication with clients is required, and since the number of clients is very large, t...

Full description

Bibliographic Details
Main Authors: Dongseok Kang, Chang Wook Ahn
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/10/17/2081