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Load testing method, device, electronic device, and computer-readable storage medium

A load testing and square technology, applied in the fields of devices, load testing methods, electronic equipment and computer-readable storage media, can solve the problems of inability to distinguish between workloads, recovery, execution and maintenance costs

Active Publication Date: 2022-04-26
ALIBABA GRP HLDG LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

If you only consider the frequency of operations such as reads and writes, it is impossible to distinguish the workloads of these two users, but adding more details about these user operations will be too expensive to recover, execute and maintain

Method used

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  • Load testing method, device, electronic device, and computer-readable storage medium
  • Load testing method, device, electronic device, and computer-readable storage medium
  • Load testing method, device, electronic device, and computer-readable storage medium

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Embodiment Construction

[0089] Hereinafter, exemplary embodiments of embodiments of the present invention will be described in detail with reference to the accompanying drawings so that those skilled in the art can easily realize them. Also, for clarity, parts not related to describing the exemplary embodiments are omitted in the drawings.

[0090] In the embodiments of the present invention, it should be understood that terms such as "comprising" or "having" are intended to indicate the presence of features, numbers, steps, acts, components, parts or combinations thereof disclosed in this specification, and are not intended to The possibility that one or more other features, numbers, steps, acts, parts, parts or combinations thereof exist or be added is excluded.

[0091] In addition, it should be noted that, in the case of no conflict, the embodiments of the present invention and the features in the embodiments can be combined with each other. The embodiments of the present invention will be descr...

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Abstract

The embodiment of the present invention discloses a load testing method, device, electronic equipment, and computer-readable storage medium. The method includes: acquiring load data, and determining the operator's operation data sequence based on the load data; for the operator Cluster the operation data sequence to obtain one or more operator clusters; determine the target operator in the operator cluster that meets the preset conditions, and generate load test data according to the data sequence of the target operator for load test. This technical solution uses the combination of operator events and context information to help restore the workload, so as to realize the workload recovery at the level of granularity of different operator behaviors. In addition, the clustering method is used to mine representative operators, so that Workload generation can be achieved with a small number of users.

Description

technical field [0001] Embodiments of the present invention relate to the technical field of data testing, and in particular to a load testing method, device, electronic equipment, and computer-readable storage medium. Background technique [0002] With the development of data technology and Internet technology, more and more service providers provide services to users through software systems, and many of them provide services to a large number of users and have a major impact on the daily life of billions of users around the world. Software systems such as Amazon AWS, Google Gmail, and Netflix. Obviously, the stable operation of these large-scale software systems is very important, even a small fault will bring users a bad user experience, loss of data and loss of revenue. Therefore, load testing is usually used in practice to ensure the quality of software system operation under load. [0003] The goal of load testing is to ensure that a software system performs well un...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F11/20
CPCG06F11/2066G06F11/20G06F11/36
Inventor 林江彬王勇陈金富
Owner ALIBABA GRP HLDG LTD