Deep Reinforcement Learning Enhanced Greedy Optimization for Online Scheduling of Batched Tasks in Cloud HPC Systems

Computer Science

• Deep Reinforcement Learning 100%
• Performance Guarantee 50%
• Greedy Strategy 50%
• Machine Learning 33%
• Learning System 33%
• Evaluation Result 16%
• Optimization Problem 16%
• Optimization Technique 16%
• Data Center 16%
• Solution Quality 16%
• Allocation Strategy 16%
• System Operation 16%
• Prediction Error 16%
• Real Application 16%
• Competitive Ratio 16%
• Optimal Allocation 16%
• Optimization Algorithm 16%
• Greedy Algorithm 16%