Memory-aware placement for virtual gpu enabled systems

A method performed by at least one computing device executing machine-readable instructions, the method comprising:

• monitoring a computing environment to identify graphics processing unit (GPU) data for a plurality of virtual GPU (vGPU) enabled GPUs of the computing environment;
• receive a plurality of vGPU requests, a respective vGPU request comprising a GPU memory requirement;
• determining GPU configurations to accommodate at least a subset of the plurality of vGPU requests, the GPU configurations being determined based on an integer linear programming (ILP) vGPU request placement model;
• applying configured vGPU profiles to at least a subset of the vGPU enabled GPUs, wherein a plurality of vGPUs are created based on the configured vGPU profiles;
• and
• assigning the respective vGPU request to a vGPU of the plurality of vGPUs.

A non-transitory computer-readable medium comprising machine readable instructions, wherein the instructions, when executed by at least one processor, cause at least one computing device to at least:

• monitor a computing environment to identify graphics processing unit (GPU) data for a plurality of virtual GPU (vGPU) enabled GPUs of the computing environment;
• receive a plurality of vGPU requests, a respective vGPU request comprising a GPU memory requirement;
• determine GPU configurations to accommodate at least a subset of the plurality of vGPU requests, the GPU configurations being determined based on an integer linear programming (ILP) vGPU request placement model;
• apply configured vGPU profiles to at least a subset of the vGPU enabled GPUs, wherein a plurality of vGPUs are created based on the configured vGPU profiles;
• and
• assign the respective vGPU request to a vGPU of the plurality of vGPUs.