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Cluster load resource scheduling method and device, equipment, medium and product

A resource scheduling and clustering technology, applied in the fields of devices, media and products, equipment, and cluster load resource scheduling methods, can solve problems such as long time and achieve the effect of reducing lag

Pending Publication Date: 2021-05-28
CHINA UNITED NETWORK COMM GRP CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the time from monitoring excessive load pressure to actually dispatching load resources to relieve load pressure is usually long, and there is a serious lag

Method used

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  • Cluster load resource scheduling method and device, equipment, medium and product
  • Cluster load resource scheduling method and device, equipment, medium and product
  • Cluster load resource scheduling method and device, equipment, medium and product

Examples

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Embodiment Construction

[0070] Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary examples do not represent all implementations consistent with the present invention. Rather, they are merely examples of apparatuses and methods consistent with aspects of the invention as recited in the appended claims.

[0071] The technical solution of the present invention will be described in detail below with specific embodiments. The following specific embodiments may be combined with each other, and the same or similar concepts or processes may not be repeated in some embodiments. Embodiments of the present invention will be described below with reference to the accompanying drawings.

[0072] In order t...

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PUM

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Abstract

The embodiment of the invention provides a cluster load resource scheduling method and device, equipment, a medium and a product. The method comprises the following steps: acquiring current load data corresponding to a target cluster in a current time period and historical load data corresponding to a plurality of continuous time periods before the current time period; inputting the current load data and the plurality of historical load data into a load data prediction model trained to be converged, and determining predicted load data of a next time period; and scheduling load resources according to the current load data and the predicted load data. According to the cluster load resource scheduling method provided by the embodiment of the invention, the load data and the current load data are predicted through the load data prediction model trained to be converged, and the resource is scheduled in advance, so that the load resource can meet the load demand of the target cluster in the next time period, and the load resource of the target cluster can meet the load demand in real time; and the hysteresis of the actual scheduling load resource is reduced.

Description

technical field [0001] The embodiments of the present invention relate to the technical field of communication network data, and in particular to a cluster load resource scheduling method, device, equipment, medium and product. Background technique [0002] Compared with 4G networks, 5G networks have increased the demand for data traffic by an order of magnitude. At the same time, the application scenarios of 5G have also expanded from the traditional connection between people to the interconnection of everything between people and things, and between things and things. . The three most typical scenarios of 5G: enhanced mobile bandwidth, providing users with higher speed performance, access to large-scale mass terminals, and high-reliability and low-latency connections. In order to meet differentiated requirements and improve communication data processing efficiency, the 5G core network creates a network slice for each service, that is, adopts a microservice architecture. ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/48G06F9/50G06N3/04G06N3/08
CPCG06F9/4881G06F9/505G06F9/5083G06N3/04G06N3/08Y02D10/00
Inventor 樊学宝朱俏丽吕梅州连凯黄炜
Owner CHINA UNITED NETWORK COMM GRP CO LTD
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