Data processing method and device, electronic equipment and storage medium

A data processing and storage medium technology, applied in the computer field, can solve problems such as time-consuming, laborious, inefficient, and low degree of automation

Pending Publication Date: 2020-10-27
BEIJING DIDI INFINITY TECH & DEV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, the above-mentioned manual detection method has a low degree of automation, especially ...

Method used

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  • Data processing method and device, electronic equipment and storage medium
  • Data processing method and device, electronic equipment and storage medium
  • Data processing method and device, electronic equipment and storage medium

Examples

Experimental program
Comparison scheme
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Embodiment 1

[0084] Such as figure 1 As shown, it is a flow chart of a data processing method provided in Embodiment 1 of the present application. The execution subject of the method may be a server, a terminal device or other electronic devices with computing capabilities. Next, the server may be used as the execution subject as an example. Be specific. The above-mentioned data processing method comprises the following steps:

[0085] S101. Obtain the data of the indicators to be detected, and each historical indicator data corresponding to the data of the indicators to be detected generated within the historical period;

[0086] S102. Determine an alarm threshold corresponding to the index data to be detected based on each historical index data;

[0087] S103. Based on a comparison result between the data of the indicators to be detected and the alarm threshold, determine whether the data of the indicators to be detected is abnormal.

[0088] Here, after the server acquires the data o...

Embodiment 3

[0152] Embodiment 3 of the present application provides an electronic device, such as Figure 7 As shown, the electronic device includes: a processor 701, a storage medium 702 and a bus 703, and the storage medium 702 stores machine-readable instructions executable by the processor 701 (such as Image 6 In the data processing device in the data acquisition module 601, the threshold determination module 602, and the execution instructions corresponding to the abnormality determination module 603, etc.), when the electronic device is running, the processor 701 and the storage medium 702 communicate through the bus 703 , when the machine-readable instructions are executed by the processor 701, the following processing is performed:

[0153] Obtaining the data of the indicators to be detected, and each historical indicator data corresponding to the data of the indicators to be detected generated within the historical period;

[0154] Determining an alarm threshold corresponding t...

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Abstract

The invention provides a data processing method and device, electronic equipment and a storage medium, and the method comprises the steps of obtaining to-be-detected index data and historical index data which is generated in a historical duration and corresponds to the to-be-detected index data; determining an alarm threshold corresponding to the to-be-detected index data based on each historicalindex data; and determining whether the to-be-detected index data is abnormal based on a comparison result between the to-be-detected index data and the alarm threshold. By adopting the scheme, the alarm threshold value is automatically determined by utilizing the historical index data, so that the problem that time and labor are wasted in a manual setting mode is avoided, automatic anomaly detection can be further realized, and time and labor are saved.

Description

technical field [0001] The present application relates to the field of computer technology, and in particular, to a data processing method, device, electronic equipment, and storage medium. Background technique [0002] At present, in order to ensure the normal operation of each business platform, it is necessary to monitor each business platform. When monitoring the business platform, it is necessary to extract some key indicators from the business data, and perform anomaly detection on these key indicators through the anomaly detection method. [0003] In related technologies, an alarm threshold is mainly set for key indicators manually. When the alarm threshold is exceeded, an alarm prompt will be issued to remind maintenance personnel to perform platform maintenance. [0004] However, the above-mentioned manual detection method has a low degree of automation, especially when there are many key indicators to be maintained, it is time-consuming, laborious and inefficient....

Claims

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Application Information

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IPC IPC(8): G06F11/32G06F11/07
CPCG06F11/079G06F11/327
Inventor 吕伟叶舟王新禄赵冰周悦
Owner BEIJING DIDI INFINITY TECH & DEV
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