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Method and device for predicting resource usage amount

A technology of usage and resources, applied in the computer field to overcome unreasonable resource planning, improve efficiency and save system resources

Pending Publication Date: 2019-12-27
BEIJING JINGDONG SHANGKE INFORMATION TECH CO LTD +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] In view of this, the embodiments of the present invention provide a method and device for resource planning, which can calculate and predict the hardware resources required to meet the changing function and performance requirements of the system by monitoring the

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  • Method and device for predicting resource usage amount
  • Method and device for predicting resource usage amount
  • Method and device for predicting resource usage amount

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Embodiment Construction

[0048] Exemplary embodiments of the present invention are described below in conjunction with the accompanying drawings, which include various details of the embodiments of the present invention to facilitate understanding, and they should be regarded as exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the invention. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.

[0049] figure 1 is a schematic diagram of main steps of a method for predicting resource usage according to an embodiment of the present invention, as shown in figure 1 Shown:

[0050] Step S101 represents collecting sample data within a plurality of time periods, and the sample data includes the traffic volume of one or more services and the total amount of resource usa...

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PUM

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Abstract

The invention discloses a method and a device for predicting a resource usage amount, and relates to the technical field of computers. One specific embodiment of the method comprises the following steps: collecting sample data in a plurality of time periods, wherein the sample data comprises the business volume of one or more businesses and the total resource use amount corresponding to the business volume; establishing a resource planning model according to the business volume and the total resource use amount; and using the resource planning model to predict the total future resource use amount according to the predicted future service amount. According to the embodiment, the future resource usage amount can be predicted, and a decision basis is provided for resource usage planning.

Description

technical field [0001] The present invention relates to the field of computer technology, in particular to a method, device, electronic equipment and computer-readable medium for predicting resource usage. Background technique [0002] A system composed of hardware resources serves a variety of services that it runs. There is an obvious correlation between the resource usage of hardware resources and the size of the business volume, that is, the resource usage increases with the increase of business volume. decrease as business volume decreases. With the continuous enrichment of business categories, the required hardware resources need to be planned when the business components of the system are added or changed. Reasonable resource planning is conducive to fully improving the utilization of existing system hardware resources and saving the total system cost. [0003] In the course of realizing the present invention, the inventor finds that there are at least the following ...

Claims

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Application Information

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IPC IPC(8): G06F9/50G06Q10/04
CPCG06F9/5027G06Q10/04
Inventor 杨军
Owner BEIJING JINGDONG SHANGKE INFORMATION TECH CO LTD