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Prediction method and device for capacity expansion and shrinkage state

A state and target prediction technology, applied in the computer field, can solve problems such as low efficiency

Pending Publication Date: 2020-06-30
BEIJING QIYI CENTURY SCI & TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The present application provides a method and device for predicting the state of expansion and contraction, so as to at least solve the technical problem of low efficiency in predicting the state of expansion and contraction of servers in the related art

Method used

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  • Prediction method and device for capacity expansion and shrinkage state
  • Prediction method and device for capacity expansion and shrinkage state
  • Prediction method and device for capacity expansion and shrinkage state

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Embodiment Construction

[0048] In order to enable those skilled in the art to better understand the solution of the present application, the technical solution in the embodiment of the application will be clearly and completely described below in conjunction with the accompanying drawings in the embodiment of the application. Obviously, the described embodiment is only It is an embodiment of a part of the application, but not all of the embodiments. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the protection scope of this application.

[0049] It should be noted that the terms "first" and "second" in the specification and claims of the present application and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate circumstances such ...

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Abstract

The invention relates to a prediction method and device for a capacity expansion and shrinkage state. The method comprises the following steps: obtaining a real-time monitoring data sequence of serverresources, wherein the real-time monitoring data sequence comprises a plurality of server resource data sets arranged according to a time sequence, wherein each server resource data set comprises a plurality of server resource data arranged according to a target sequence, and each server resource data is used for indicating the occupation state of server resources; inputting the real-time monitoring data sequence into a target prediction model; and obtaining a target capacity expansion and shrinkage state corresponding to the server resource output by the target prediction model. According tothe method and the device, the technical problem of relatively low efficiency of predicting the capacity expansion and shrinkage state of the server in related technologies is solved.

Description

technical field [0001] The present application relates to the field of computers, in particular to a method and device for predicting the state of expansion and contraction. Background technique [0002] The expansion and contraction of server resources mainly depends on the on-site situation and the long-term experience analysis of the staff. Generally, expansion and contraction are triggered by breaking through the preset resource threshold. think. On the other hand, the existing automatic scaling usually only monitors resources, such as CPU usage, etc., which requires appropriate threshold setting based on operation and maintenance experience and actual conditions. To achieve a balance between ensuring service stability and resource saving usually requires Continuous testing and improvement, high labor costs. From the above description, it can be seen that the prediction efficiency of the expansion and contraction operation in the server resource expansion and contracti...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/50
CPCG06F9/5027
Inventor 崔宇童
Owner BEIJING QIYI CENTURY SCI & TECH CO LTD