1. A method comprising: collecting data for at least one metric relating to utilization of a computing resource allocated to a virtual machine; comparing the data to decision criteria; determining a confidence level that the virtual machine is utilized based, at least in part, on the comparing; identifying a policy that defines an action to be taken for the confidence level, wherein a severity of the action is greater as the confidence level increases; and initiating the action in accordance with the policy and confidence level.