Runtime profile determinations of virtual machines for graphics processing unit (gpu) allocation

A non-transitory computer-readable medium stored in a server computing system containing content for providing runtime profiles of a plurality of virtual machines for use in allocation of physical graphics processing unit (GPU) resources, including processing bandwidth, to one or more of the plurality of virtual machines by performing a method comprising:

• determining a runtime assessment of GPU favorable workload for each virtual machine of the plurality of virtual machines, the workload runtime assessment indicative of a workable favorable to allocation of a GPU resource;
• causing ordering of the plurality of virtual machines based upon the determined runtime assessments;
• and
• causing physical GPU resources to be allocated to some of the plurality of virtual machines based upon the ordering of the plurality of virtual machines by matching the processing requirements of the some of the virtual machines to available processing bandwidth of the physical GPU resources according to the ordering.

A server computing system, comprising:

• a memory;
• a computer processor;
• and
• virtualization logic, stored in the memory, and configured, when executed on the computer processor, to:
• determine a runtime assessment of workload for each virtual machine of the plurality of virtual machines, the workload runtime assessment indicative of a potential benefit that the virtual machine can receive from using a GPU resource;
• and
• cause processing bandwidth of the physical GPU resources to be allocated to some of the plurality of virtual machines based upon the determined runtime assessments of workload.