DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing

Keyphrases

• Resource Allocation 100%
• Deep Reinforcement Learning (deep RL) 100%
• Network Slicing 100%
• Network Resources 66%
• Master Problem 66%
• Resource Allocation Strategy 33%
• Optimal Resource Allocation 33%
• Latency 33%
• Diverse Networks 33%
• Performance Metrics 33%
• Convex Optimization 33%
• Network Simulation 33%
• Reinforcement Learning Algorithm 33%
• Resource Demand 33%
• Alternating Direction multiplier Method 33%
• Virtual Network 33%
• Physical Infrastructure 33%
• Slicing Problem 33%

Computer Science

• Resource Allocation 100%
• Deep Reinforcement Learning 100%
• Network Slicing 100%
• Network Resource 66%
• Use Case 66%
• Performance Metric 33%
• Convex Optimization 33%
• Network Simulation 33%
• Resource Demand 33%
• Virtual Networks 33%
• Alternating Direction Method of Multipliers 33%
• Physical Infrastructure 33%
• Resource Allocation Policy 33%