elk-based big data alarm method, device, equipment and storage medium

A big data and data source technology, applied in the transmission system, electrical components, etc., can solve the problem of a single alarm strategy, and achieve the effect of avoiding false alarms and harassment, and adjusting the alarm strategy

Active Publication Date: 2022-06-24
PING AN TECH (SHENZHEN) CO LTD
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Problems solved by technology

[0004] The technical problem to be solved by the embodiment of the present application is to provide an ELK-based big data alarm method, device, equipment and storage medium, which can go deep into finer-grained analysis based on the centralized log system, and can dynamically adjust the alarm strategy. Solve the defect that the alarm strategy is too single

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  • elk-based big data alarm method, device, equipment and storage medium
  • elk-based big data alarm method, device, equipment and storage medium
  • elk-based big data alarm method, device, equipment and storage medium

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[0051] Unless otherwise defined, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the technical field to which this application belongs. The terms used herein in the specification of the present application are for the purpose of describing specific embodiments only and are not intended to limit the present application.

[0052] It should be noted that the terms "comprising", "comprising" and "having" in the description and claims of the present application and the above-mentioned drawings, as well as any modifications thereof, are intended to cover non-exclusive inclusion. For example, a process, method, system, product or device comprising a series of steps or units is not limited to the listed steps or units, but optionally also includes unlisted steps or units, or optionally also includes For other steps or units inherent to these processes, methods, products or devices. Terms in the claims, descriptio...

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Abstract

The embodiment of the present application discloses an ELK-based big data alarm method, device, equipment and storage medium, and relates to the technical field of big data processing. An ELK-based big data alarm method, including: collecting the original result data of the business; performing cleaning and processing on the original result data to obtain valid data; performing multi-dimensional data extraction on valid data; The proportion of the data, and assign feature weights; generate feature values ​​of multiple types of alarm features, and generate alarm messages for push. By performing multi-dimensional data extraction on effective data obtained from original data, the method can go deep into finer-grained analysis, thereby better discovering abnormalities in business logic or function points, and combining feature weights and feature values Two kinds of parameters that affect the alarm strategy adjust the alarm strategy, which can realize the dynamic adjustment of the alarm strategy and avoid the problems of false alarm and harassment.

Description

technical field [0001] The embodiments of the present application relate to the technical field of big data processing, and in particular, to an ELK-based big data alarm method, apparatus, device, and storage medium. Background technique [0002] Logs are an extremely important part of a computer system. Logs mainly include system logs, business logs, and security logs. System operation and maintenance and developers can understand server software and hardware information through logs, view log information, and analyze the causes of errors. But because most of the current computer systems are more complex, many systems are not located in one place, or even cross borders. Moreover, with the increasing complexity of computer systems and the advent of the era of big data, it is more and more likely to involve dozens or even hundreds of servers, all of which are constantly generating various log data. Faced with such a large amount of log data, which is distributed in differe...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): H04L41/06H04L41/0631
CPCH04L41/06H04L41/0631
Inventor 魏万勇易李军
Owner PING AN TECH (SHENZHEN) CO LTD
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