Cooperative Learning-Based Framework for VNF Caching and Placement Optimization Over Low Earth Orbit Satellite Networks

Keyphrases

• Bayesian Optimization 40%
• Cache Optimization 100%
• Caching 20%
• Centralized Decision-making 20%
• Convergence Issues 20%
• Cooperative Learning 100%
• Dynamic Programming 20%
• Dynamic Programming Equation 20%
• Dynamic Programming Model 20%
• Execution Delay 20%
• Learning Mechanisms 20%
• Learning Parameters 20%
• Learning Solutions 20%
• Learning-based Framework 100%
• Low Earth Orbit Satellite Networks 100%
• Modern Application 20%
• Multi-agent Q-learning 60%
• Near-optimal Performance 20%
• Network Environment 20%
• Optimal Service 20%
• Optimization Approach 40%
• Placement Optimization 100%
• Q-learning 40%
• Q-table 20%
• Service Function Chain 80%
• Service Function Chain Placement 20%
• Specific Task 20%
• System Performance 20%
• Table-driven 20%
• Term System 20%
• Virtual Network Function 100%

Computer Science

• Decision-Making 20%
• Dynamic Programming 60%
• Function Chain 100%
• Learning Approach 40%
• Learning Mechanism 20%
• Learning Parameter 20%
• multi agent 60%
• Network Environment 20%
• Network Function 100%
• Optimal Performance 20%
• Programming Model 20%
• Satellite Network 100%
• Service Function 100%
• Systems Performance 20%
• Virtual Network 100%

Engineering

• Broad Range 20%
• Dynamic Programming 60%
• Learning Approach 40%
• Learning Mechanism 20%
• Low Earth Orbit 100%
• Network Environment 20%
• Network Function 100%
• Optimal Performance 20%
• Programming Model 20%
• Q-Learning 60%
• Systems Performance 20%