QoS-Enabled Wireless Split Federated Learning: A Reinforcement Learning and Optimization Approach

Computer Science

• Quality of Service 100%
• Reinforcement Learning 100%
• Federated machine learning 100%
• Deep Q-Network 60%
• Computing Resource 40%
• Optimization Problem 20%
• Fast Convergence 20%
• Communication Overhead 20%
• Nonlinear Programming 20%
• Linear Programming Problem 20%
• Privacy Protection 20%
• Computational Capacity 20%
• Resource Limitation 20%
• Task Offloading 20%
• Binary Variable 20%
• Continuous Variable 20%
• Resource Allocation 20%