Performance Optimization of Federated Learning over Mobile Wireless Networks

Engineering

• Learning Algorithm 100%
• Basestation 100%
• Loss Function 75%
• Mobile User 75%
• Transmissions 50%
• Simulation Result 25%
• Joints (Structural Components) 25%
• Rate of Convergence 25%
• Resource Allocation Problem 25%
• Optimisation Problem 25%
• Closed Form Expression 25%
• Model Parameter 25%
• Convergence Rate 25%

Computer Science

• Wireless Networks 100%
• Performance Optimization 100%
• Federated Learning 100%
• Learning Algorithm 22%
• Resource Allocation 11%
• Convergence Rate 11%
• Transmission Delay 11%
• Function Value 5%
• Optimization Problem 5%
• Allocation Problem 5%
• closed-form expression 5%
• Wireless Channel 5%
• Learning Parameter 5%
• Considered Model 5%
• Learning Performance 5%

Keyphrases

• Parameter Transmission 5%
• Uplink Resource Allocation 5%
• Wireless Mobile 5%