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Method and system for judging cloud resource requirements

A judging method and technology of cloud resources, applied in the field of cloud computing, can solve the problem of no method and software for judging software cloud resource requirements, and achieve the effect of improving utilization

Active Publication Date: 2021-05-11
CHINA UNITED NETWORK COMM GRP CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The present invention at least partly solves the problem in the prior art that there is no method and software for judging cloud resource requirements of software, and provides a method and system for judging cloud resource requirements

Method used

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  • Method and system for judging cloud resource requirements
  • Method and system for judging cloud resource requirements

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0029] like figure 1 As shown, this embodiment provides a method for determining cloud resource requirements, including:

[0030] S11. Select at least two specific software among the deployed software (ie, software systems) on the cloud resource platform as samples.

[0031] Wherein, the software that has been deployed in the cloud resource platform refers to the software that has been carried by the cloud resource platform, that is, the resources allocated to the software are known. Specific software refers to the software whose allocated amount of cloud resources matches its own demand among all deployed software.

[0032] S12. Form at least two decision trees according to the sample and at least two specific features of the sample to form a random forest, wherein the specific features represent features related to cloud resource requirements of the software.

[0033] Among them, that is to say, samples and different specific features form different decision trees, and the...

Embodiment 2

[0038] like figure 2 As shown, this embodiment provides a method for determining cloud resource requirements, including:

[0039] S21. Select at least two specific software among the software deployed on the cloud resource platform as samples.

[0040] Wherein, the software that has been deployed in the cloud resource platform refers to the software that has been carried by the cloud resource platform, that is, the resources allocated to the software are known. Specific software refers to the software whose allocated amount of cloud resources matches its own demand among all deployed software.

[0041] Specifically, select specific software among the deployed software on the cloud resource platform as samples including:

[0042] S211 , counting the impact rates of multiple selected properties of deployed software on the cloud resource platform on cloud resource requirements of the software.

[0043] Wherein, the selected properties may include quality of service (SLA) and ...

Embodiment 3

[0088] like image 3 As shown, this embodiment provides a cloud resource demand determination system, including:

[0089] The information processing module is used to select at least two specific software among the software deployed on the cloud resource platform as samples;

[0090] A model building block, configured to form at least two decision trees based on the sample and at least two specific features of the sample to form a random forest, wherein the specific feature represents a feature related to the cloud resource requirements of the software;

[0091] The demand determination module is used to evaluate the cloud resource demand of the software to be deployed in the cloud resource platform by using the random forest.

[0092] Preferably, the cloud resource requirement determination system also includes:

[0093] The feature screening module is used to calculate the instability coefficients of all features related to the cloud resource requirements of the software a...

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PUM

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Abstract

The invention provides a method for judging cloud resource requirements, belonging to the technical field of cloud computing, which can at least partially solve the problems in the prior art that there is no method and software for judging cloud resource requirements of software. A cloud resource requirement determination method of the present invention includes: selecting at least two specific software among the software deployed on the cloud resource platform as samples; forming at least two decision trees according to the samples and at least two specific features of the samples, to A random forest is formed, wherein specific features represent features related to the cloud resource requirements of the software; and the random forest is used to evaluate the cloud resource requirements of the software to be deployed on the cloud resource platform.

Description

technical field [0001] The invention belongs to the technical field of cloud computing, and in particular relates to a cloud resource requirement determination method and system. Background technique [0002] The application of cloud computing technology is becoming more and more widespread. The cloud management platform encapsulates information technology resources as cloud resources. When software is deployed on the cloud resource platform, cloud resources must be allocated and billed for the software. [0003] The existing cloud resource demand determination scheme is to allocate cloud resources to each software based on the experience judgment of operation and maintenance personnel. This method lacks scientific and credible data reference and is only a subjective judgment. match the situation. Contents of the invention [0004] The present invention at least partially solves the problem in the prior art that there is no method and software for judging cloud resource r...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F9/50G06K9/62
CPCG06F9/5055G06F18/24323
Inventor 程筱彪徐雷贾宝军杨双仕
Owner CHINA UNITED NETWORK COMM GRP CO LTD