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Prediction-based VM provisioning and admission control for multi-tier web applications

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Figure

Fig. 1 The actual capacity demand has to be quantized at a resolutiondetermined by the capacity of the smallest VM available forprovisioning
Fig. 2 System architecture of the proposed VM provisioning and admission control approach
Table 1 Summary of VM provisioning concepts and theirnotation
Fig. 3 Example of EMA over a past window of size n = 20, where less weight is given to old samples when computing the mean in each measure
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