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Business data anomaly detection method and device

Anomaly detection and business data technology, applied in the field of data processing, can solve the problems of missed reports, difficult maintenance of manually configured alarm rules, and low comprehensiveness.

Pending Publication Date: 2022-06-21
CHINANETCENT TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] However, manual configuration of alarm rules is difficult to maintain, and cannot meet the scenarios of complex status code types, and there is a risk of missing alarms. That is, the existing technology has poor detection accuracy and low comprehensiveness for determining whether the access address can be accessed normally.

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  • Business data anomaly detection method and device
  • Business data anomaly detection method and device
  • Business data anomaly detection method and device

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Embodiment Construction

[0081] In order to make the objectives, technical solutions and advantages of the present invention clearer, the present invention will be further described in detail below with reference to the accompanying drawings. Obviously, the described embodiments are only a part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.

[0082] In the prior art, when any user accesses an address once, it will respond to the access status corresponding to the access, such as successful access or abnormal access; that is, the status code described in the embodiments of the present invention.

[0083] When the status code is abnormal, it includes a variety of abnormal types. For example, a 404 page is a status code of an abnormal type. In this embodiment of the prese...

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Abstract

The invention discloses a business data anomaly detection method and device, and the method comprises the steps: generating a to-be-detected task based on various state codes of an access address in a first preset time period; wherein each type of state code is used for representing an access state for accessing the access address; determining a detection model corresponding to the to-be-detected task according to a data type corresponding to the access address; the data type corresponding to the access address is determined according to various state codes of the access address in the first historical time period; the detection model is obtained by training various state codes corresponding to the data type in the second historical time period; and detecting the to-be-detected task based on the detection model corresponding to the to-be-detected task to obtain a detection result. The detection model is obtained by training various state codes corresponding to the data type, so that the detection comprehensiveness of the detection model is improved, the detection recall rate is improved, and the accuracy of detecting whether the access address can be normally accessed or not is improved.

Description

technical field [0001] The invention relates to the technical field of data processing, and in particular, to a method and device for abnormality detection of business data. Background technique [0002] With the advancement of technology, the number of access addresses (such as domain names, server IP addresses, etc.) is increasing. Therefore, it is necessary to perform status detection on the access addresses to determine whether the access addresses can be accessed normally. [0003] Further, the status detection result of the access address is determined by the status code of the access address, and the status code of the access address is used to represent the access status fed back when the access request is sent to the access address. For example, the access status includes access success, access exception, The specific exception type (such as the exception type of the 404 page), etc. [0004] In the prior art, the status code detection of an access address is genera...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04L43/0805H04L43/16
CPCH04L43/0805H04L43/16
Inventor 汪显刚
Owner CHINANETCENT TECH