Convergence Time Optimization for Federated Learning over Wireless Networks

Mathematics

• Wireless Networks 100%
• Learning 66%
• Optimization 55%
• Training 14%
• Model 12%
• Resources 9%
• Convergence Speed 9%
• Uplink 6%
• Resource Allocation 4%
• Broadcast 4%
• Artificial Neural Network 4%
• Learning Algorithm 4%
• Digit 3%
• Policy 3%
• Controller 3%
• Minimise 2%
• Optimization Problem 2%
• Necessary 2%
• Simulation 2%
• Design 2%
• Subset 1%
• Standards 1%
• Estimate 1%

Engineering & Materials Science

• Wireless networks 57%
• Base stations 35%
• Resource allocation 5%
• Learning algorithms 5%
• Neural networks 4%
• Controllers 3%