Joint User Association and Resource Allocation for Wireless Hierarchical Federated Learning with Non-IID Data

Keyphrases

• Resource Allocation 100%
• Wireless 100%
• User Association 100%
• Learning Latency 100%
• Hierarchical Federated Learning 100%
• Non-IID 100%
• Training Data 33%
• Large Animal Model 33%
• Data Privacy 33%
• Multi-cell Networks 33%
• Optimization Problem 33%
• Model Errors 33%
• Data Distribution 33%
• Training Model 33%
• Learning Performance 33%
• Resource Allocation Algorithm 33%
• Convergence Rate 33%
• Distributed Training 33%
• Distribution Learning 33%
• Distribution Distance 33%
• Learning Accuracy 33%
• Imbalanced Distribution 33%
• Optimal Learning 33%
• Data Load 33%
• Weighted Sums 33%
• Non-independent Identically Distributed 33%
• Wireless Resource Allocation 33%

INIS

• data 100%
• resources 100%
• learning 100%
• allocations 100%
• distribution 25%
• algorithms 25%
• simulation 12%
• performance 12%
• optimization 12%
• convergence 12%
• errors 12%
• accuracy 12%
• distance 12%
• scale models 12%

Computer Science

• Federated Learning 100%
• Resource Allocation 100%
• Data Distribution 66%
• Optimization Problem 33%
• Learning Performance 33%
• Training Model 33%
• Imbalanced Data 33%
• Data Privacy 33%
• Convergence Rate 33%
• Training Data 33%