Reinforcement Learning for Datacenter Congestion Control

Keyphrases

• Reinforcement Learning 100%
• Congestion Control 100%
• Learning Algorithm 66%
• Popular 66%
• Communication Networks 33%
• Performance Improvement 33%
• Enhanced Stability 33%
• Latency 33%
• Non-stationarity 33%
• Reinforcement Learning Algorithm 33%
• Reward Function 33%
• Partial Observability 33%
• Network Behavior 33%
• Network Throughput 33%
• Realistic Simulation 33%
• Network Congestion Control 33%
• Analytical Structure 33%
• Practical Potential 33%
• Data Center Networks 33%
• Rule-based Heuristic 33%
• Large Data Center 33%
• Policy Gradient Methods 33%

Computer Science

• Reinforcement Learning 100%
• Congestion Control 100%
• Communication Network 25%
• Control Algorithm 25%
• Network Congestion 25%
• Partial Observability 25%