In an embodiment, a system includes a graphics processing unit (GPU) that includes one or more GPU engines, and a microcontroller. The microcontroller is to assign a respective schedule slot for each of a plurality of virtual machines (VMs). When a particular VM is scheduled to access a first GPU engine, the particular VM has exclusive access to the first GPU engine. Other embodiments are described and claimed.