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Cloud data flow management and control method and system based on multi-scale self-similarity characteristics

A traffic control and cloud data technology, applied in the direction of digital transmission system, transmission system, data exchange network, etc., can solve the problem that massive cloud data traffic cannot be quickly and safely controlled

Active Publication Date: 2021-09-07
北京明朝万达科技股份有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Provides a cloud data flow management and control solution based on multi-scale self-similarity characteristics, which has solved the problem that massive cloud data flow cannot be quickly and safely controlled in the prior art

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  • Cloud data flow management and control method and system based on multi-scale self-similarity characteristics
  • Cloud data flow management and control method and system based on multi-scale self-similarity characteristics
  • Cloud data flow management and control method and system based on multi-scale self-similarity characteristics

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Embodiment Construction

[0022] The technical solutions of the present invention will be clearly and completely described below in conjunction with the accompanying drawings. Apparently, the described embodiments are some of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0023] The first aspect of the present invention provides a cloud data traffic control method based on multi-scale self-similarity. figure 1 It is a flow chart of a cloud data traffic control method based on multi-scale self-similar characteristics according to an embodiment of the present invention, as shown in figure 1 As shown, the method includes: step S1, preprocessing the collected cloud data to obtain a data sequence, the preprocessing includes filling the cloud data with data packets; step S2, using a ...

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Abstract

The invention provides a cloud data traffic management and control method and system based on multi-scale self-similarity characteristics. The method comprises the steps of: S1, preprocessing collected cloud data to obtain a data sequence, wherein preprocessing comprises data packet filling of the cloud data; S2, selecting a data sub-sequence for determining the self-similarity characteristic from the data sequence in a sliding manner by utilizing a multi-scale calculation window; S3, calculating a Hurst parameter of each data sub-sequence so as to determine a flow self-similarity characteristic of the cloud data; and S4, carrying out traffic control on the cloud data based on the traffic self-similarity characteristic so as to adaptively adjust a transmission traffic structure of the cloud data.

Description

technical field [0001] The invention relates to the field of flow control, in particular to a cloud data flow control method and system based on multi-scale self-similar characteristics. Background technique [0002] In the face of increasingly diversified businesses and different skyrocketing network traffic, this requires the Internet to provide higher quality services. For those businesses that have very high requirements on bandwidth, network delay, etc., the "best-effort" (Best-Effort) service provided in the traditional Internet cannot meet the business requirements. Although with the development of network technology, the network speed and user experience have been greatly improved, but at the same time, the data transmitted through the network is also increasing rapidly, which makes how to ensure the quality of service is still the bottleneck problem at this stage . [0003] Cloud data is a general term for technologies and platforms based on cloud computing busine...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04L12/807H04L12/813H04L12/851H04L29/06H04L47/27H04L47/20
CPCH04L47/20H04L47/24H04L47/27H04L63/1425Y02D30/50
Inventor 吴阳喻波王志海董爱华安鹏
Owner 北京明朝万达科技股份有限公司