Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks

Computer Science

• Wireless Networks 100%
• Performance Optimization 100%
• Federated Learning 100%
• Quantization (Signal Processing) 38%
• Model-Free Reinforcement Learning 15%
• Model-Based Reinforcement Learning 15%
• Training Process 15%
• Machine Learning 7%
• Optimization Problem 7%
• Learning Algorithm 7%
• Wireless Communication 7%
• Communication Overhead 7%
• Learning Scheme 7%
• Quantisation Error 7%
• Learning Approach 7%
• Markov Decision Process 7%
• Device Communication 7%

Engineering

• Quantization (Signal Processing) 100%
• Reinforcement Learning 80%
• Simulation Result 20%
• Convergence Time 20%
• Optimisation Problem 20%
• Wireless Communication 20%
• Model Parameter 20%
• Learning Algorithm 20%
• Quantisation Error 20%
• Learning Approach 20%
• Markov Decision Process 20%
• Learning Scheme 20%

Keyphrases

• Model Quantization 15%