Invention Grant
- Patent Title: Interference-aware scheduling service for virtual GPU enabled systems
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Application No.: US17395147Application Date: 2021-08-05
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Publication No.: US11681544B2Publication Date: 2023-06-20
- Inventor: Xin Xu , Na Zhang , Xiaolong Cui , Jiayuan He , Ridhi Surana
- Applicant: VMware, Inc.
- Applicant Address: US CA Palo Alto
- Assignee: VMWARE, INC.
- Current Assignee: VMWARE, INC.
- Current Assignee Address: US CA Palo Alto
- Agency: Thomas Horstemeyer, LLP
- Main IPC: G06F9/455
- IPC: G06F9/455 ; G06N20/00 ; G06F11/34 ; G06F11/30
Abstract:
Disclosed are aspects of interference-aware virtual machine assignment for systems that include graphics processing units (GPUs) that are virtual GPU (vGPU) enabled. In some examples, an interference function is used to predict interference for assignment of a workload to a graphics processing unit (GPU). The interference function outputs a predicted interference to place the workload on the GPU. The workload is assigned to the GPU based on a comparison of the predicted interference to a plurality of predicted interferences for the workload on various GPUs.
Public/Granted literature
- US20210373930A1 Interference-Aware Scheduling Service for Virtual GPU Enabled Systems Public/Granted day:2021-12-02
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