FLaaS6G: Federated Learning as a Service in 6G Using Distributed Data Management Architecture

Keyphrases

• Federated Learning 100%
• Distributed Data Management 100%
• Data Management Architecture 100%
• Aggregator 66%
• Network Architecture 33%
• Distributed Storage 33%
• Data Management 33%
• Distributed Ledger Technology 33%
• Technology Platform 33%
• Learning Services 33%
• Central Server 16%
• Proposed Architecture 16%
• Performance Overhead 16%
• Time Overhead 16%
• Smart Contract 16%
• Simulation System 16%
• Service Operations 16%
• Learning Settings 16%
• Privacy-preserving 16%
• Management Mechanism 16%
• Comprehensive Design 16%
• Client Selection 16%
• Model Aggregation 16%
• Trusted Data Management 16%
• Traceable Data 16%
• Data Management Scheme 16%
• Vertical Applications 16%
• AI-ML 16%
• Off-chain Data 16%
• 6G Mobile Communication System 16%

Computer Science

• Data Management 100%
• 6G 100%
• Federated machine learning 100%
• Network Architecture 33%
• Distributed Ledger Technology 33%
• Distributed Data Storage 33%
• Technology Platform 33%
• Information Storage 16%
• Smart Contract 16%
• Privacy Preserving 16%
• Architecture Perspective 16%
• Simulation System 16%
• Machine Learning 16%
• Artificial Intelligence 16%