GPU resource pool scheduling system and method

A scheduling system and resource scheduler technology, applied in the field of GPU resource pool scheduling system, can solve problems such as inability to share resources, complex business forms, etc., to achieve the effect of maximizing GPU resource utilization, improving customer productivity, and improving business performance
CN112286645AActive Publication Date: 2021-01-29WUHAN UNIV OF TECH +1
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Patent Information

Authority / Receiving Office
CN Β· China
Current Assignee / Owner
WUHAN UNIV OF TECH
Publication Date
2021-01-29

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Abstract

The invention discloses a GPU resource pool scheduling system, and the system comprises a GPU cloud computing power center and a GPU cloud control node; the GPU cloud computing power center comprisesa plurality of GPU computing power units, and each GPU computing power unit comprises a VMM and an RC, wherein the GPU cloud control node comprises an RS; the GPU computing power units are used for providing computing power of GPUs; each VMM is used for providing a control interface, receiving a resource scheduling instruction sent by the RS, creating a virtual machine according to the instruction, allocating vGPU resources to the virtual machine and starting the virtual machine; each RC is used for counting resource data of the GPU computing power unit and reporting the resource data to the RS; each RS is used for collecting resource data reported by each RC and sending a resource scheduling instruction to each VMM, and scheduling resources of the GPU computing power unit globally, including the steps of gathering GPU resources to form a plurality of groups of GPU hardware sets, and forming a GPU resource pool by the plurality of groups of GPU hardware sets. According to the system, unified resource pool scheduling management of various manufacturers, GPU models and GPU virtualization modes in a cloud computing platform is realized; the invention further discloses a GPU resource pool scheduling method.
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Description

technical field

[0001] The invention relates to the technical field of cloud computing resource management, in particular to a GPU resource pool scheduling system and method. Background technique

[0002] With the generalization of GPU, the use of GPU in data centers is increasing day by day, and it has very important uses in the fields of graphics and image rendering, parallel computing, and artificial intelligence; the important elements of data centers are mainly computing, storage and network; with the cloud With the in-depth development of computing, how to manage GPU resources more effectively in the data center has become very important.

[0003] The various components of cloud computing and the computing part usually need to use virtualization technology. Virtualization technology includes CPU and GPU virtualization technology. The details of physical hardware are shielded through virtualized hardware, so that physical resources can be used more flexibly; while compu...

Claims

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