Computing methods and apparatuses with graphics and system memory conflict check

A method for processing data, comprising:

• parsing, by a hypervisor of a computing device, a plurality of graphics memory addresses associated with a workload of a virtual machine of the computing device;
• generating, by the hypervisor, a shadow global graphics translation table (SGGTT) for translating the plurality of graphics memory addresses to respective system memory addresses based on a global graphics memory address space;
• checking, by the hypervisor, conflict between the SGGTT and one or more existing SGGTTs previously generated that contains graphics memory addresses used by a plurality of graphic memory working sets in-executing or to-be-executed by a plurality of render engines of a graphics processing unit (GPU) of the computing device;
• and
• scheduling, by the hypervisor, the workload of the virtual machine to a render engine of the plurality of render engines of the GPU when there is no conflict between the SGGTT and the one or more existing SGGTTs.

At least one non-transitory computer readable storage medium having a plurality of instructions configured to enable an apparatus, in response to execution of the plurality of instructions by the apparatus, to:

• parse a plurality of graphics memory addresses associated with a workload of a virtual machine of the apparatus;
• generate a shadow global graphics translation table (SGGTT) for translating the plurality of graphics memory addresses to respective system memory addresses based on a global graphics memory address space;
• check conflict between the SGGTT and one or more existing SGGTTs previously generated that contains graphics memory addresses used by a plurality of graphic memory working sets in-executing or to-be-executed by a plurality of render engines of a graphics processing unit (GPU) of the apparatus;
• and
• schedule the workload of the virtual machine to a render engine of the plurality of render engines of the GPU when here is no conflict between the SGGTT and the one or more existing SGGTTs.