1. A method for proactively identifying hotspots in a cloud computing environment, comprising: identifying parameters associated with a workload running in the cloud computing environment; providing the parameters to a cloud resource usage model; detecting at least one potential hotspot in the cloud computing environment using the cloud resource usage model; and provisioning at least one resource of the cloud computing environment for the workload in response to the detecting so as to minimize triggering the at least one potential hotspot.