Convergence Time Optimization for Federated Learning over Wireless Networks

Keyphrases

• Convergence Time 100%
• Timing Optimization 100%
• Federated Learning Framework 100%
• Federated Learning over Wireless Networks 100%
• Federated Learning 80%
• Base Station 60%
• Learning Convergence 50%
• User Selection 50%
• Wireless Networks 30%
• Selection Mechanism 30%
• Training Loss 30%
• Convergence Rate 20%
• Learning Steps 20%
• Learning Training 20%
• Resource Block 20%
• Selection Problem 10%
• Optimization Problem 10%
• High Probability 10%
• Artificial Neural Network 10%
• Uplink 10%
• Handwritten Digits 10%
• Wireless 10%
• Global Model 10%
• Centralized Controller 10%
• Training Data 10%
• Resource Users 10%
• Local Users 10%
• Joint Learning 10%
• Time Loss 10%
• Selection Policy 10%
• Wireless Resource Allocation 10%
• Model Transmission 10%
• Training Convergence 10%
• Federated Learning Algorithm 10%
• Resource Block Allocation 10%

Computer Science

• Wireless Network 100%
• Federated machine learning 100%
• Convergence Speed 10%
• Neural Network 5%
• Problem Selection 5%
• Optimization Problem 5%
• Learning Algorithm 5%
• handwritten digit 5%
• Collected Data 5%
• Training Data 5%
• Selection Policy 5%
• Resource Allocation 5%