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Using a population of VMware Virtual Center Virtual Ap- pliances (VCVA) and their respective workloads we de- scribe techniques for constructing a model of their resource consumption and performance, speci cally memory require- ments, and average operation-latency by mining logs of ap- plication (VCVA) performance. We use our model to provide sizing recommendations for the virtual appliance and iden-...