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Resource adjustment method and device

A technology for adjusting methods and resources, which is applied in the computer field and can solve problems such as lack of agility, low flexibility, and being too busy

Pending Publication Date: 2022-04-05
CHINA UNIONPAY
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  • Description
  • Claims
  • Application Information

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Problems solved by technology

This method not only relies on the management personnel to regulate and control the application observation experience, but also has low flexibility, and as a passive response to changes in resource usage, this method does not have the agility of active adjustment, which can easily lead to two extremes of waste of resources and busy business Phenomenon

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Embodiment Construction

[0028] In order to make the purpose, technical solution and advantages of the application clearer, the application will be further described in detail below in conjunction with the accompanying drawings. Apparently, the described embodiments are only some of the embodiments of the application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.

[0029] At present, with the continuous development and growth of their own business, some companies have gradually begun to use the K8S platform to deploy individual applications. Among them, the K8S platform uses Pod as the smallest deployment unit of the application. During the operation of applications deployed on the K8S platform, the demand for K8S platform resources changes dynamically with the size of the user group, usage habits, and time. In this regard, at pr...

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Abstract

The invention discloses a resource adjustment method and device, and is suitable for each application in a K8S platform, and the K8S platform comprises a plurality of Pods. Acquiring historical resource use state data of a first application in the K8S platform in continuous N-1 periods through the monitoring tool; n is a positive integer greater than 1; inputting N-1 pieces of historical resource use state data of the first application into the first network, and obtaining predicted resource use state data of the first application in the Nth period through the first network; the first network is obtained by performing adversarial training in combination with the second network; inputting the predicted resource use state data into a third network, and obtaining the number of to-be-used Pods of the first application in the Nth period through the third network; the third network is obtained by training according to the resource use state data of the plurality of applications in the K8S platform and the corresponding Pod quantity. According to the mode, the aim of flexibly, actively and reasonably regulating and controlling the resources on the K8S platform is achieved.

Description

technical field [0001] The embodiments of the present application relate to the field of computer technology, and in particular, to a resource adjustment method and device. Background technique [0002] Kubernetes (abbreviated as K8S) is an open source and scalable container automation operation and maintenance platform, which aims to provide automatic deployment, expansion and database management system operation capabilities across host clusters for data center containerized applications (referred to as applications). With the development of business, the scale of applications on each K8S platform is constantly expanding. Among them, the application's demand for platform resources changes dynamically with changes in the size of the user group, usage habits, time and other factors. In order to solve the contradiction between the relatively limited K8S platform resources and the dynamic changes in the demand for various application resources on it, and to maximize the utili...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/455
Inventor 周凌涛孙广宁
Owner CHINA UNIONPAY