UAV-Assisted Online Machine Learning Over Multi-Tiered Networks: A Hierarchical Nested Personalized Federated Learning Approach

Computer Science

• Computational Resource 12%
• Concept Drift 12%
• Data Distribution 12%
• Data Heterogeneity 12%
• Deep Reinforcement Learning 12%
• Distributed Machine Learning 12%
• Distributed Resource 12%
• Energy Consumption 12%
• Federated machine learning 100%
• Learning Approach 100%
• Learning Framework 12%
• Learning Performance 12%
• Learning System 100%
• Machine Learning 100%
• Machine Learning Model 25%
• Network Resource 12%
• Performance Guarantee 12%
• Performance Network 12%
• Resource Pooling 12%
• Sequential Decision Making 12%
• system level design 12%
• Unmanned Aerial Vehicle 100%

Keyphrases

• Learning Duration 33%
• Machine Learning Model Performance 33%
• Vehicle Level 33%