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Method, apparatus, device, and computer-readable storage medium for alarm processing

A computer program and processor technology, applied in the field of alarm processing, can solve the problem of reducing the amount of alarm transmission, etc., to achieve the effect of saving communication costs and reducing the amount of transmission

Active Publication Date: 2022-07-05
TENCENT TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] Aiming at the shortcomings of the existing methods, the present application proposes an alarm processing method, device, electronic equipment, and computer-readable storage medium to solve the problem of how to reduce the amount of alarms sent

Method used

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  • Method, apparatus, device, and computer-readable storage medium for alarm processing
  • Method, apparatus, device, and computer-readable storage medium for alarm processing
  • Method, apparatus, device, and computer-readable storage medium for alarm processing

Examples

Experimental program
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Effect test

Embodiment 1

[0084] An embodiment of the present application provides an alarm processing method, and a schematic flowchart of the method is as follows figure 1 As shown, the method includes:

[0085] S101. Acquire at least one time series data set.

[0086] Optionally, the time series dataset includes multiple time series.

[0087] Optionally, the type of time series, including at least one of the following:

[0088] The utilization rate of the server's processor, the memory utilization rate of the server, and business indicators;

[0089] Business metrics include at least one of the following:

[0090] The number of online real-time requests, the number of online users, and the success rate of calling the interface.

[0091]Optionally, the business refers to a product line, such as an instant messaging software QQ product line, a QQ space product line, a WeChat applet product line, a WeChat official account product line, and the like. A product line can include multiple sub-business...

Embodiment 2

[0150] Based on the same inventive concept, an embodiment of the present application also provides a device for processing an alarm. The schematic diagram of the structure of the device is as follows: Image 6 As shown, the apparatus 60 for processing an alarm includes a first processing module 601 , a second processing module 602 , a third processing module 603 , a fourth processing module 604 and a fifth processing module 605 .

[0151] a first processing module 601, configured to acquire at least one time series data set;

[0152] The second processing module 602 is configured to determine, according to the at least one time series data set, the identifier of each abnormal time series in the at least one time series data set and the abnormal start time of each abnormal time series;

[0153] The third processing module 603 is configured to determine the similarity between the abnormal time series according to the identification of each abnormal time series and the abnormal s...

Embodiment 3

[0169] Based on the same inventive concept, an embodiment of the present application also provides an electronic device, the schematic structural diagram of the electronic device is as follows Figure 7 As shown, the electronic device 6000 includes at least one processor 6001, a memory 6002, and a bus 6003, and the at least one processor 6001 is electrically connected to the storage 6002; the memory 6002 is configured to store at least one computer-executable instruction, and the processor 6001 is configured to execute the at least one computer-executable instruction, so as to execute the steps of any one of the methods for alarm processing provided by any one of the embodiments or any of the optional implementation manners of this application.

[0170] Further, the processor 6001 may be an FPGA (Field-Programmable Gate Array, Field Programmable Gate Array) or other devices with logic processing capabilities, such as MCU (Microcontroller Unit, Micro Control Unit), CPU (Central ...

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Abstract

Embodiments of the present application provide an alarm processing method, apparatus, device, and computer-readable storage medium. The method includes: acquiring at least one time series data set; and determining at least one time series data set according to the at least one time series data set The identification of each abnormal time series and the abnormal start time of each abnormal time series; according to the identification and abnormal start time of each abnormal time series, the similarity between each abnormal time series is determined; according to the similarity between each abnormal time series, Determine the cluster ID of the alarm set; display the alarms in the alarm set according to the cluster ID of the alarm set. The method can accurately locate the abnormal start time and determine the similarity between multiple alarms, thereby effectively clustering multiple alarms and reducing the amount of alarms sent.

Description

technical field [0001] The present application relates to the field of computer technologies, and in particular, the present application relates to an alarm processing method, apparatus, device, and computer-readable storage medium. Background technique [0002] Internet companies usually monitor thousands of business indicators, server indicators or traffic indicators to ensure the stability of the entire system; business indicators, server indicators or traffic indicators are displayed in time series. Some systems in the prior art need to calculate 64 features of the time series. Due to the high computational complexity, when the calculation of 52 time series is performed, the calculation time will reach 1478 seconds; however, in an actual business scenario, a business line The number of the usual time series is more than 100, or even more than a thousand. Many alarms are generated every day for the monitored abnormal time series. How to reduce the amount of alarms sent i...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F11/34G06F11/32
CPCG06F11/3447G06F11/3452G06F11/3495G06F11/327
Inventor 张戎董善东姚华宁黄小龙
Owner TENCENT TECH (SHENZHEN) CO LTD
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