1. A computing system, comprising: a processing device; a memory in communication with the processing device when the computing system is operational, the memory having stored therein computer readable instructions that upon execution by the processing device at least cause the computing system to: generate a model of a workload; generate a model of a system where the workload is to be installed; determine whether the workload could be installed in the system by comparing the model of the workload to the model of the system to; prepare a virtual machine to execute the workload specified by the model of the workload; deploy the virtual machine on one of a plurality of computing devices.