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Intelligent alarm method, device and equipment for operation and maintenance monitoring data and medium

A technology of operation and maintenance monitoring and intelligent alarm, which is applied in hardware monitoring, instruments, computing, etc., can solve the problems of low accuracy and practicality of operation and maintenance monitoring data alarms, improve accuracy and practicability, improve accuracy and reliability performance, and the effect of improving accuracy

Pending Publication Date: 2022-04-12
INSPUR SUZHOU INTELLIGENT TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] In order to solve the problems existing in the prior art, the present invention innovatively proposes an intelligent alarm method, device, equipment and medium for operation and maintenance monitoring data, which effectively solves the problem of low accuracy and practicability of the operation and maintenance monitoring data alarm caused by the prior art effectively improve the accuracy and practicability of operation and maintenance monitoring data alarms

Method used

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  • Intelligent alarm method, device and equipment for operation and maintenance monitoring data and medium
  • Intelligent alarm method, device and equipment for operation and maintenance monitoring data and medium
  • Intelligent alarm method, device and equipment for operation and maintenance monitoring data and medium

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Embodiment 1

[0048] Such as figure 1 As shown, the present invention provides an intelligent alarm method for operation and maintenance monitoring data, including:

[0049] S101. Obtain historical data of operation and maintenance monitoring, and perform training and correction of a data prediction model according to the historical data of operation and maintenance monitoring;

[0050] S103, input the operation and maintenance monitoring data of all time periods in several time periods closest to the current time to the data prediction model, and obtain the operation and maintenance monitoring prediction data of a certain time period in several time periods after the current time;

[0051] S105, compare according to the operation and maintenance monitoring prediction data in a certain period of time after the current time and the alarm threshold corresponding to the operation and maintenance monitoring data in the time period, wherein the alarm threshold is automatically determined accordi...

Embodiment 2

[0087] Such as Figure 5 As shown, the technical solution of the present invention also provides an intelligent alarm device for operation and maintenance monitoring data, including:

[0088] The training module 101 obtains the historical data of operation and maintenance monitoring, and performs training and correction of the data prediction model according to the historical data of operation and maintenance monitoring;

[0089] The acquisition module 102 inputs the operation and maintenance monitoring data of all time periods in several time periods closest to the current time to the data prediction model, and obtains the operation and maintenance monitoring and prediction data of a certain time period in several time periods after the current time;

[0090] The comparison module 103 compares the operation and maintenance monitoring prediction data in a certain period of time after the current time and the alarm threshold corresponding to the operation and maintenance monito...

Embodiment 3

[0097] Such as Figure 6 As shown, the technical solution of the present invention also provides an electronic device, including: a memory 201 for storing a computer program; a processor 202 for implementing the operation and maintenance monitoring as in Embodiment 1 when executing the computer program Steps for data intelligence alerting.

[0098]The memory 201 in the embodiment of the present application is used to store various types of data to support the operation of the electronic device. Examples of such data include: any computer program used to operate on an electronic device. It can be understood that the memory 201 may be a volatile memory or a non-volatile memory, and may also include both volatile and non-volatile memories. Wherein, non-volatile memory can be read-only memory (ROM, Read Only Memory), programmable read-only memory (PROM, Programmable Read-Only Memory), erasable programmable read-only memory (EPROM, ErasableProgrammable Read-Only Memory) ), Elect...

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Abstract

The invention provides an intelligent alarm method for operation and maintenance monitoring data. The method comprises the following steps: training and correcting a data prediction model according to operation and maintenance monitoring historical data; inputting the operation and maintenance monitoring data of all time periods in a plurality of time periods closest to the current time into a data prediction model, and obtaining operation and maintenance monitoring prediction data of a certain time period in a plurality of time periods after the current time; comparing operation and maintenance monitoring prediction data in a certain time period within a plurality of time periods after the current time with an alarm threshold value corresponding to the operation and maintenance monitoring data in the time period; if the operation and maintenance monitoring prediction data in a certain time period within a certain time period after the current time is larger than the alarm threshold value corresponding to the operation and maintenance monitoring data in the time period, early warning is carried out in advance, and the invention further provides an operation and maintenance monitoring data intelligent alarm device, equipment and a medium. The accuracy and practicability of operation and maintenance monitoring data warning are effectively improved.

Description

technical field [0001] The invention relates to the field of monitoring data alarms, in particular to an operation and maintenance monitoring data intelligent alarm method, device, equipment and medium. Background technique [0002] With the rapid development of the cloud computing field, performance requirements for hardware resources (such as physical machines and virtual machines) are also getting higher and higher. In order to achieve the best performance of physical machines and virtual machines in cloud computing, reduce the risk of performance bottlenecks in use, analyze monitoring data and give timely alarms, it has guiding significance for performance tuning of physical machines or virtual machines. [0003] In the prior art, alarms for monitoring data are generally set thresholds for resource monitoring exceptions, and alarms are generated when a certain threshold is exceeded. An alarm rule is set for a fault, and the threshold is set one-time according to the cur...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F11/30G06F11/32G06K9/62
Inventor 路小敏班凌航
Owner INSPUR SUZHOU INTELLIGENT TECH CO LTD
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