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Log-based system fault prediction method, apparatus and device

A system failure and prediction method technology, applied in the field of data processing, can solve problems such as high system operation and maintenance costs, passive log analysis, etc., and achieve the effect of reducing operation and maintenance costs

Pending Publication Date: 2020-04-03
BANK OF CHINA
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Problems solved by technology

[0003] It can be seen that the log analysis of the current system in the prior art is very passive. The log analysis is performed only after problems are encountered in the production process, and then the system parameters and deployment strategies are adjusted according to the analysis results. When problems occur, the problems are solved. The system High operation and maintenance costs

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  • Log-based system fault prediction method, apparatus and device
  • Log-based system fault prediction method, apparatus and device
  • Log-based system fault prediction method, apparatus and device

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Embodiment Construction

[0039] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. 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.

[0040] Aiming at the problem in the prior art that the log data is analyzed only when the system fails, which causes a large loss to production, this application discloses a system failure prediction method based on logs, including:

[0041] Step S101: Obtain system log data according to preset data capture rules;

[0042] In this solution, multiple log files will be stored in the system, and different log files are used to store log information of different m...

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Abstract

The invention provides a log-based system fault prediction method, apparatus and device. The method comprises the steps of obtaining system log data according to a preset data capture rule; performingdata classification on the obtained log data to obtain abnormal data, performance data and service data; analyzing the change trend of the abnormal data, the performance data and the service data based on a preset artificial intelligence model, and outputting an analysis result, thereby achieving the fault prediction of the system, and reducing the operation and maintenance cost of the system.

Description

technical field [0001] The invention relates to the technical field of data processing, in particular to a log-based system failure prediction method, device and equipment. Background technique [0002] In the prior art, when a computer system or other systems break down, the log analysis is usually performed to determine the type of system failure based on the log analysis results. These logs store historical operating data of the system. [0003] It can be seen that the log analysis of the current system in the prior art is very passive. The log analysis is performed only after problems are encountered in the production process, and then the system parameters and deployment strategies are adjusted according to the analysis results. When problems occur, the problems are solved. The system High operation and maintenance costs. Contents of the invention [0004] In view of this, embodiments of the present invention provide a log-based system failure prediction method, devi...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F11/34
CPCG06F11/3452G06F11/3476
Inventor 代朝
Owner BANK OF CHINA