Advances, Systems and Applications
From: Efficient resource provisioning for elastic Cloud services based on machine learning techniques
Resource allocation | SLA Violations (%) | Unserved Requests (%) |
---|---|---|
Optimal | 0.4% | 0.4% |
Fcast. #1 | 11.2% | 0.4% |
Fcast. #2 | 15.2% | 0.7% |
Fcast. #3 | 10.8% | 0.1% |
Fcast. #4 | 17.6% | 0.5% |
Fcast. #5 | 8.0% | 0.1% |
Fcast. #6 | 19.3% | 0.5% |
Fcast. #7 | 34.6% | 1.5% |
Fcast. #8 | 33.6% | 1.3% |