Business index monitoring method and device

A business indicator and business technology, applied in business, data processing applications, marketing, etc., can solve problems such as low accuracy and high monitoring costs, and achieve the effects of reducing monitoring costs, expanding monitoring scope, and avoiding false positives

Active Publication Date: 2018-04-03
ALIBABA GRP HLDG LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0008] The embodiment of the present application provides a business index monitoring method and device, which a...

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  • Business index monitoring method and device
  • Business index monitoring method and device

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Experimental program
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Embodiment 1

[0050] In order to solve the problems of low accuracy and high monitoring cost in the existing business index monitoring method, Embodiment 1 of the present application provides a business index monitoring method, which can be applied to various businesses such as Internet advertising business. Monitoring of various business indicators. Such as figure 1 As shown in FIG. 1 , it is a schematic flowchart of a possible flow chart of the service indicator monitoring method provided in Embodiment 1 of the present application. Depend on figure 1It can be seen that the business indicator monitoring method may include two monitoring solutions that can operate independently:

[0051] One is a business index monitoring solution based on dynamic threshold prediction, which specifically includes steps such as S11: dynamic threshold prediction; S12: judging whether the threshold has broken down; S13: determining candidate abnormal data. Among them, in S11, the method of statistical analy...

Embodiment 2

[0152] Based on the same inventive concept as the first monitoring solution in Embodiment 1 of the present application, Embodiment 2 of the present application provides a service index monitoring device. For the specific implementation of the service index monitoring device, please refer to the The relevant description of the first monitoring solution will not be repeated here. Specifically, such as Figure 5 As shown, the service index monitoring device 50 may include:

[0153] The data acquisition unit 51 can be used to acquire the data to be monitored of the business indicators to be monitored;

[0154] The statistical analysis unit 52 can be used for each of the data to be monitored acquired by the data acquisition unit 51, through the service indicator to be monitored at one or more historical contemporaneous times corresponding to the time point where the data to be monitored is located Perform statistical analysis on the historical monitoring sample data of the point ...

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Abstract

The invention discloses a business index monitoring method and device, and the method comprises the steps: employing a formula for the statistical analysis of the historical monitoring sample data ofa to-be-monitored business index, automatically predicting the upper and lower limit threshold values of to-be-monitored data of the to-be-monitored business index, and determining whether the to-be-monitored data is abnormal data or not based on the predicted upper and lower limit threshold values; or employing a change point detection mode, and recognizing the abnormal data in to-be-monitored time sequence data of the to-be-monitored business index. Because there is no need of a manual mode for the setting of the fixed year-on-year and chain relative ratios, the method can avoid the false alarm and alarm leakage on the basis that the monitoring cost is reduced and the monitoring range is enlarged, and improves the monitoring sensitivity and accuracy of the business monitoring index.

Description

technical field [0001] The present application relates to the technical field of business indicator monitoring, and in particular to a method and device for monitoring service indicators. Background technique [0002] For various businesses such as Internet advertising business, in order to ensure their normal operation, real-time or regular monitoring of business indicators is often required. [0003] Specifically, at present, the industry often adopts the method of manually configuring the year-on-year threshold of each business indicator (that is, the operation and maintenance personnel manually configure the business monitoring items one by one, and configure a fixed year-on-year ratio for each monitoring indicator of each business monitoring item. Threshold), to monitor various business indicators, when the year-on-year and month-on-month changes exceed the corresponding static thresholds, it is considered an abnormal point, which may lead to the following problems: ...

Claims

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Application Information

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IPC IPC(8): G06Q10/06G06Q30/02
CPCG06Q10/06393G06Q30/0241
Inventor 马小鹏马涛李金辉
Owner ALIBABA GRP HLDG LTD
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