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Method and system for unified management service of GPU cloud computing resource

A management service, cloud computing technology, applied in the field of cloud computing resource management

Inactive Publication Date: 2016-11-23
BEIJING DIANZAN TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0002] The existing cloud computing infrastructure service platform can only provide unified management services for CPU computing resources, and users apply for computing resources for a single computing node in units of CPU cores

Method used

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  • Method and system for unified management service of GPU cloud computing resource
  • Method and system for unified management service of GPU cloud computing resource
  • Method and system for unified management service of GPU cloud computing resource

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Embodiment Construction

[0018] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in combination with specific embodiments and with reference to the accompanying drawings. It should be understood that these descriptions are exemplary only, and are not intended to limit the scope of the present invention. Also, in the following description, descriptions of well-known structures and techniques are omitted to avoid unnecessarily obscuring the concept of the present invention.

[0019] Such as Figure 1-3 As shown in the figure, the GPUs of all the servers in the computing center form a software-defined GPU computing cluster (Software Defined GPU Cluster, SDGC). Computing capability = number of computing nodes * number of GPU cores / node), a new GPU cluster manager is added, and the application for computing nodes will be sent to the GPU cluster manager (Cluster Manager) to apply for availability...

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Abstract

The invention discloses a method for unified management service of GPU cloud computing resources. The method comprises the following steps: GPUs of all servers in a computing center forming a software defined GPU computing cluster; an application for computational nodes being sent to a GPU cluster manager after CPU resources are applied, to apply for an available GPU computational node list; after application is successful, through a GPU workload manager and a second-level framework of a GPU agent, performing horizontal partitioning on GPU stored data and calling of a GPU computational task, to perform distributed GPU computation. The method improves utilization rate of hardware and reduces energy consumption.

Description

technical field [0001] The invention belongs to the field of cloud computing resource management, and in particular relates to a method and system for unified management and service of GPU cloud computing resources. Background technique [0002] The existing cloud computing infrastructure service platform can only provide unified management services for CPU computing resources, and users apply for computing resources for a single computing node in units of CPU cores. With the improvement of GPU computing capabilities and the advantages of high energy efficiency ratio of GPU in the field of parallel computing and big data processing, GPU is used more and more widely and popularized, so there is an urgent need for unified management services for GPU computing resources to improve hardware utilization rate and reduce energy consumption. Contents of the invention [0003] In order to overcome the defects in the prior art, the present invention provides a method for unified ma...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/50
CPCY02D10/00
Inventor 张京梅
Owner BEIJING DIANZAN TECH CO LTD
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