Performance optimization of federated learning over wireless networks

Business & Economics

• Wireless Networks 100%
• Learning Algorithm 58%
• Learning Model 48%
• Performance 27%
• Loss Function 27%
• Resource Allocation 21%
• Rate of Convergence 20%
• Resources 15%
• Bandwidth 9%
• Train 7%
• Optimization Problem 7%
• Factors 5%
• Simulation 5%
• Communication 4%

Engineering & Materials Science

• Wireless networks 57%
• Learning algorithms 51%
• Resource allocation 26%
• Base stations 18%
• Telecommunication links 9%
• Availability 7%
• Set theory 6%
• Bandwidth 6%
• Communication 5%

Medicine & Life Sciences

• Learning 53%
• Resource Allocation 25%
• Joints 6%
• Random Allocation 4%
• Psychological Power 4%
• Communication 3%