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Health data index anomaly detection method and system

A technology for health data and anomaly detection, applied in the field of IT operation and maintenance, which can solve problems such as low efficiency, high cost, and dependence on manual maintenance.

Pending Publication Date: 2021-07-06
SHENZHEN POWER SUPPLY BUREAU
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] The purpose of the present invention is to propose a method and system for abnormal detection of health data indicators to solve the technical problems of relying on manual maintenance and high cost; and repeatedly solving the same problem and low efficiency

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  • Health data index anomaly detection method and system
  • Health data index anomaly detection method and system
  • Health data index anomaly detection method and system

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Embodiment Construction

[0071] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings.

[0072] Such as figure 1 As shown in , it is a schematic diagram of an embodiment of a method for detecting anomalies of health data indicators provided by the present invention. In this embodiment, the method includes the steps of:

[0073] Step S1, collect the health data indicators of each application, database, hardware and system to be tested; clean the health data indicators and store them in the database; wherein, the health data indicators include at least running status data and running performance data; It is understandable that ITOM (IT Operations Management, IT operation and maintenance management software) collects multi-dimensional health data indicators scattered on various applications, databases, hardware or operating systems, and then cleans the ...

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Abstract

The invention provides a health data index anomaly detection method and system, and the method comprises the steps: S1, collecting health data indexes of to-be-detected applications, to-be-detected databases, to-be-detected hardware and to-be-detected systems; cleaning the health data indexes and storing the health data indexes in a database, wherein the health data indexes at least comprise operation state data and operation performance data; s2, generating a corresponding data calculation task according to a user demand, and processing the health data index stored in the database according to the data calculation task to obtain a real-time health data index; and S3, inputting the real-time health data index into a preset anomaly detection learning model for training, generating an anomaly detection model, detecting the real-time health data index through the anomaly detection model, and outputting an anomaly detection result. Data integration, development and storage are realized, the use threshold of a user is reduced, and the efficiency of realizing anomaly detection by the user is improved.

Description

technical field [0001] The invention relates to the technical field of IT operation and maintenance, in particular to a method and system for abnormality detection of health data indicators. Background technique [0002] Troubleshooting and operational changes are two major topics in operations. In the past, in order to maintain the stability of the system, each business line invested a lot of manpower in troubleshooting. In addition to direct manual operation and maintenance, deeply customized operation and maintenance tools and systems for each product line were developed. With the expansion of business scale and changes in form, the traditional operation and maintenance model is greatly challenged: First, there is no unified development and management model, and the development and maintenance costs of operation and maintenance services are high, and the operation and maintenance efficiency is low. Second, the horizontal expansion ability is poor, the operation and maint...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F11/30G06F11/32G06N3/04G06N3/08G06N20/00
CPCG06F11/3051G06F11/327G06N3/086G06N20/00G06N3/045
Inventor 陈瑞
Owner SHENZHEN POWER SUPPLY BUREAU