Learning to Control the Cloud

Engineering

• Environment 100%
• Scaling 80%
• Cooling System 80%
• Fluid Model 80%
• Energy Engineering 60%
• Infrastructure 60%
• Models 40%
• Accuracy 40%
• Trajectory 40%
• Standard Method 40%
• Control Strategy 40%
• Performance 20%
• Optimization 20%
• Tasks 20%
• Reduce Energy Consumption 20%
• Automation 20%
• Human Operator 20%
• Response Time 20%
• Flow Simulation 20%
• Natural Resources Exploration 20%
• Cooling Load 20%
• Quality of Service 20%
• Air Flow 20%
• Continuous Control 20%
• Resource Usage 20%
• Acceptable Level 20%
• Main Issue 20%
• Large Pool 20%
• Real System 20%
• Heat Distribution 20%
• Loss Function 20%
• Energy Consumer 20%

Computer Science

• Load Balancing 57%
• Reinforcement Learning 57%
• Service 42%
• Standards 42%
• Hardware 28%
• Underlying Infrastructure 28%
• Microservice 28%
• Machine Learning 14%
• Training Data 14%
• Informed Decision 14%
• Automation 14%
• Complex Task 14%
• Quality of Service 14%
• Web Service 14%
• Energy Efficient 14%
• cloud provider 14%
• Dynamic Environment 14%
• Control Method 14%
• Complex Environment 14%
• Time Requirement 14%
• Cloud Environment 14%
• Simulated Environment 14%
• Driven Approach 14%
• Learning Agent 14%

Chemical Engineering

• Learning System 25%
• Neural Network 25%
• Temperature 25%