A Comprehensive Review of Communication Bottlenecks in Federated Learning: Challenges and Solutions

Abstract

This study provides a comprehensive overview of the communication challenges faced in federated learning systems. It explores the factors contributing to communication bottlenecks, discusses their impact on system performance, and reviews existing solutions to mitigate these issues.