Knowledge-Enhanced Semi-Supervised Federated Learning for Aggregating Heterogeneous Lightweight Clients in IoT

Keyphrases

• Internet of Things 100%
• Knowledge-enhanced 100%
• Communication Cost 60%
• Federated Learning 60%
• Image Data 20%
• Personalization 20%
• Learning Approaches 20%
• Labeled Data 20%
• Experiment Results 20%
• Model Design 20%
• Large Animal Model 20%
• Source Code 20%
• Client-side 20%
• Computational Constraints 20%
• Learning Model 20%
• Training Model 20%
• Pruning Strategy 20%
• Multiple Clients 20%
• Local Data 20%
• Computational Communication 20%
• Internet of Things Devices 20%
• Text Dataset 20%
• Internet of Things Environment 20%
• Federated Learning System 20%
• Constraints Cost 20%

Computer Science

• Federated Learning 100%
• Communication Cost 37%
• Collected Data 12%
• Neural Network 12%
• Learning Approach 12%
• Learning Framework 12%
• Multiple Client 12%