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Service visualization method and system for data flow and network topology construction

A technology of network topology and data flow, applied in the field of business visualization methods and systems for data flow and building network topology, can solve problems such as hindering use, application service security threats, etc., to improve the level of automation, improve data quality and classification The effect of accuracy

Pending Publication Date: 2021-03-12
ELECTRIC POWER RESEARCH INSTITUTE OF STATE GRID SHANDONG ELECTRIC POWER COMPANY +2
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  • Abstract
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In the era of computer Internet, computer and Internet-related technologies are constantly being updated and changing with each passing day. The use of networks and computers has spread to all aspects of family life and work. A variety of malicious applications are full of them, such as various network viruses, Trojan horses, network eavesdropping and various hacker attacks, crawler access, these behaviors occupy limited network resources, not only seriously hinder the use of normal applications, but also affect people's normal use The security of application services poses a great threat

Method used

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  • Service visualization method and system for data flow and network topology construction
  • Service visualization method and system for data flow and network topology construction
  • Service visualization method and system for data flow and network topology construction

Examples

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Embodiment 1

[0033] Network topology visualization is an important auxiliary means to analyze and utilize network topology information. Its main goal is to present the nodes and connection status of the target network in a complete and clear way in front of people, and provide intuitive materials and operating platforms for people to understand and analyze the overall status of the target network. . This will not only help people observe and analyze it, but more importantly, it will help people discover the underlying laws existing in the network topology.

[0034] In order to solve the problem of visually displaying the results of data flow analysis in the background technology, this embodiment provides a service visualization method for data flow and network topology construction. figure 1 , which includes:

[0035] S101: Preprocess the service data flow and extract features.

[0036] Data preprocessing can improve the quality of later decision tree analysis and prediction. The system...

Embodiment 2

[0074] This embodiment provides a data flow-oriented and network topology-oriented business visualization system, which includes:

[0075] A business data flow preprocessing module, which is used to preprocess the business data flow and extract features;

[0076] Decision tree analysis and prediction module, which is used to use decision tree to judge the business mode of business data flow characteristics, and generate multiple classification nodes with the same level to form a business topology diagram;

[0077] The business topology diagram visualization module is used for visually displaying the business topology diagram.

[0078] Each module in the business visualization system oriented to data flow and network topology construction in this embodiment corresponds to each step in the business visualization method oriented to data flow and network topology construction in Embodiment 1, and will not be repeated here. stated.

Embodiment 3

[0080] This embodiment provides a computer-readable storage medium on which a computer program is stored, and when the program is executed by a processor, the steps in the business visualization method oriented to data flow and network topology construction as described in the first embodiment above are implemented .

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Abstract

The invention belongs to the field of business visualization, and provides a business visualization method and system for data flow and network topology construction. The service visualization methodfor the data flow and the network topology construction comprises the following steps: preprocessing the service data flow and extracting features; judging a service mode of the service data flow characteristics by using a decision tree, and generating a plurality of classification nodes with the same hierarchy to form a service topological graph; and visually displaying the service topological graph. According to the visualization method, the characteristics of the data flow can be rapidly extracted, the service modes of the data flow instances are classified and predicted according to the characteristics, the service domain is automatically and orderly established, and finally, the service topological graph is visually displayed, so that the automation level of the technology is furtherimproved.

Description

technical field [0001] The invention belongs to the field of business visualization, and in particular relates to a data flow-oriented and network topology-oriented business visualization method and system. Background technique [0002] The statements in this section merely provide background information related to the present invention and do not necessarily constitute prior art. [0003] In the era of big data, a lot of big data information exists in the form of data flow, which contains a lot of useful information, but based on its massive and high-speed flow characteristics, it is difficult to store it, so it is required to carry out data flow Real-time processing and obtaining useful information from it. The data flow model is widely used in various fields of social production and life. It is a major trend in future data development and has become a current research hotspot. [0004] In the era of computer Internet, computer and Internet-related technologies are const...

Claims

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Application Information

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IPC IPC(8): G06F16/2455G06F16/26G06F16/28G06F16/215G06K9/62
CPCG06F16/24568G06F16/26G06F16/285G06F16/288G06F16/215G06F18/24323
Inventor 王文婷马强张朋丰林琳田川刘勇姚宁王昭璇王强张辰商涛刘晶刘琳翟健李雪马海涛唐敬彬
Owner ELECTRIC POWER RESEARCH INSTITUTE OF STATE GRID SHANDONG ELECTRIC POWER COMPANY
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