An Introduction to Gossip Protocol Based Learning in Peer-to-Peer Federated Learning

Keyphrases

• Gossip Protocol 100%
• Asynchronous Federated Learning 100%
• Global Model 44%
• Model Update 44%
• Machine Learning Models 22%
• Federated Learning 22%
• Learning Process 11%
• Machine Learning 11%
• Local Model 11%
• Node number 11%
• Communication Overhead 11%
• Single Point of Failure 11%
• Data Privacy 11%
• Distributed Machine Learning 11%
• Bottleneck Problem 11%
• Decentralized Federated Learning 11%
• End Device 11%
• Local Machine 11%
• Training Machine 11%
• Decentralized Learning 11%
• Peer-to-peer Architecture 11%

Computer Science

• Gossip Protocol 100%
• Federated Learning 100%
• Machine Learning 33%
• Learning System 33%
• Learning Process 11%
• Communication Overhead 11%
• Single Point of Failure 11%
• Data Privacy 11%
• Participating Node 11%
• Distributed Machine Learning 11%
• End User Device 11%
• Peer-to-Peer Architectures 11%
• Decentralized Federated Learning 11%