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Link traffic prediction method and device, and electronic equipment

A technology of traffic forecasting and predictors, which is applied in the field of big data, can solve complex problems and the accuracy of forecast results needs to be improved, and achieve the effect of accurate forecast results

Active Publication Date: 2019-10-18
NEW H3C BIG DATA TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

At present, some machine learning models are mainly used to predict the traffic of communication links, but the implementation of these machine learning models is relatively complicated, and the accuracy of the prediction results needs to be improved

Method used

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  • Link traffic prediction method and device, and electronic equipment
  • Link traffic prediction method and device, and electronic equipment
  • Link traffic prediction method and device, and electronic equipment

Examples

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Embodiment Construction

[0026] In order to make the purposes, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments It is a part of the embodiments of this application, not all of them. The components of the embodiments of the application generally described and illustrated in the figures herein may be arranged and designed in a variety of different configurations.

[0027] Accordingly, the following detailed description of the embodiments of the application provided in the accompanying drawings is not intended to limit the scope of the claimed application, but merely represents selected embodiments of the application. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art w...

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Abstract

The embodiment of the invention provides a link flow prediction method and a device, and electronic equipment. The method comprises the following steps: firstly, performing de-noising on actual link traffic of a communication link to be tested in a plurality of time periods to obtain de-noised link traffic; and adjusting model parameters in the flow prediction model according to the denoised linkflow of the multiple time periods, so that the adjusted flow prediction model predicts the predicted link flow of the to-be-measured time period after the multiple time periods when meeting model optimization conditions. Therefore, the accuracy of the prediction result is improved.

Description

technical field [0001] The present application relates to the technical field of big data, and in particular, relates to a link traffic prediction method, device and electronic equipment. Background technique [0002] With the rapid development of the network, the services provided by the Internet are becoming more and more diversified, which makes the traffic carried by the communication links in various networking more and more. Therefore, it is very important to intelligently control the traffic of the communication links . [0003] In order to accurately control the traffic of the communication link, it is usually necessary to predict the traffic of the controlled communication link. At present, some machine learning models are mainly used to predict the traffic of communication links, but the implementation of these machine learning models is relatively complicated, and the accuracy of the prediction results needs to be improved. Contents of the invention [0004] I...

Claims

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Application Information

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IPC IPC(8): H04L12/24
CPCH04L41/145H04L41/147
Inventor 王振杰
Owner NEW H3C BIG DATA TECH CO LTD
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