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Performance analysis method and device based on call chain

An analysis method and technology of call chain, applied in instrumentation, error detection/correction, calculation, etc., can solve problems such as uncontrollable risks, false positives, heavy workload, etc.

Pending Publication Date: 2021-04-09
CHINA MOBILE GROUP ZHEJIANG +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] However, in the existing technology, the probe implantation involves code modification of the core system, the workload is heavy, the risk is uncontrollable, and it is easy to cause missed and false alarms

Method used

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  • Performance analysis method and device based on call chain
  • Performance analysis method and device based on call chain
  • Performance analysis method and device based on call chain

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Embodiment approach

[0057] Further, the embodiment of this specification provides a method of determining the performance data baseline interval corresponding to each service in the call link based on the historical performance data of the call link obtained above within the first preset time period. The implementation method is as follows:

[0058] Preprocessing the historical performance data of the call link within the first preset time period, for each service in the call link, according to the preprocessed historical performance data of the service within the first preset time period Data, through the time series prediction model, determine the performance data baseline interval corresponding to the service.

[0059] It should be noted here that the preprocessing of the historical performance data of the calling link within the first preset time period may specifically be performing preprocessing on the historical performance data of the calling link within the first preset time period Miss...

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Abstract

The invention discloses a performance analysis method and device based on a call chain. The method comprises the steps: collecting full-amount data generated during the execution of a business request, generating a call link with services and the dependence relation between the services through a call chain generation model according to the full-amount data, and determining a performance data baseline interval corresponding to each service in the call link according to the historical performance data of the call link in the first preset time period, and analyzing the performance according to the performance data baseline interval corresponding to each service in the call link and the historical performance data of the call link in the second preset time period. By utilizing the method, code transformation does not need to be carried out on a core system, the workload is reduced, the root cause of performance deterioration can be rapidly positioned, the management and control capability on system performance is effectively improved, meanwhile, the manual decision process is reduced, the performance problem influence is greatly reduced, the service operation complexity is reduced, and the service management efficiency is improved.

Description

technical field [0001] The present invention relates to the technical field of business support, in particular to a performance analysis method and device based on a call chain, electronic equipment, and a storage medium. Background technique [0002] As the number and complexity of Internet businesses continue to grow, in order to quickly and effectively handle the growing business, systems based on microservice architecture are becoming more and more popular. [0003] At present, in the system based on the microservice structure, the realization of the business is provided through the combination of multiple services with different functions, the dependencies between the services are intricate, and there are a large number of integration points and contact points. In order for the system to run smoothly, to find and repair faulty services in the system in a timely manner, and to improve the performance of the system based on the microservice architecture, it is necessary t...

Claims

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Application Information

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IPC IPC(8): G06F11/34
CPCG06F11/3409G06F11/3476
Inventor 胡林熙叶晓龙蒋通通乔柏林林昊竺士杰孟震
Owner CHINA MOBILE GROUP ZHEJIANG
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