Research Article
Self-Adaptive Prediction of Cloud Resource Demands Using Ensemble Model and Subtractive-Fuzzy Clustering Based Fuzzy Neural Network
| For prediction value series do | | Calculate the differences of the adjacent value | | End | | Set and as the threshold of fluctuation | | For the differences do | | Compare them with benchmark and | | If they are greater than then | | is reached | | Else If they are less than then | | is reached | | End | | For each type resource do | | Compare the fluctuation degree with and | | If it is greater than then | | Resource Demands are experiencing a fluctuation period | | Else if it is less than then | | Resource Demands are experiencing a flat period | | Else | | Resource demands is intervenient flatness and fluctuation | | End |
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