Online Virtual Machine Allocation with Lifetime and Load Predictions

Keyphrases

• Bin Packing Problem 100%
• Competitive Factors 100%
• Load Forecasting 100%
• Physical Machine 100%
• VM Allocation 100%
• Lifetime Prediction 100%
• Increased Demand 50%
• Machine Learning 50%
• Total Demand 50%
• Approximation Ratio 50%
• Offline Algorithm 50%
• Improved Approximation 50%
• Cloud Computing 50%
• Usage Time 50%
• Virtual Machine 50%
• Dynamic Bin Packing 50%
• Resource Fragmentation 50%
• Workload Characteristics 50%
• Computing Industry 50%

Computer Science

• Bin Packing Problem 100%
• Virtual Machine 100%
• Physical Machine 100%
• Approximation Ratio 50%
• Compute Resource 50%
• Workload Characteristic 50%
• Machine Learning 50%
• Learning System 50%
• Cloud Computing 50%