Inspection method of cloud platform, electronic equipment and nonvolatile storage medium

A cloud platform and inspection task technology, applied in the field of machine learning, can solve the problems of inability to effectively detect the usage and stability of the cloud platform, and achieve the effect of efficient and reliable inspection

Pending Publication Date: 2021-08-27
ALIBABA SINGAPORE HLDG PTE LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] Embodiments of the present application provide a cloud platform inspection method, electronic equipment, and non-volatile storage media to at least solve the technical problem that the usage and stability of the cloud platform cannot be effectively detected

Method used

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  • Inspection method of cloud platform, electronic equipment and nonvolatile storage medium
  • Inspection method of cloud platform, electronic equipment and nonvolatile storage medium
  • Inspection method of cloud platform, electronic equipment and nonvolatile storage medium

Examples

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Embodiment 1

[0032] According to the embodiment of the present application, a method embodiment of a cloud platform inspection method is also provided. It should be noted that the steps shown in the flow chart of the accompanying drawings can be executed in a computer system such as a set of computer-executable instructions , and, although a logical order is shown in the flowcharts, in some cases the steps shown or described may be performed in an order different from that shown or described herein.

[0033] The method embodiment provided in Embodiment 1 of the present application may be executed in a mobile terminal, a computer terminal, or a similar computing device. figure 1 A block diagram of the hardware structure of a computer terminal for implementing the cloud platform inspection method is shown. like figure 1As shown, the computer terminal 10 can include one or more (102a, 102b, ..., 102n are used to show in the figure) processors 102 (the processor 102 can include but not limite...

Embodiment 2

[0065] According to the embodiment of the present application, a model training method is also provided, such as image 3 As shown, the method includes:

[0066] S202. Obtain configuration information required for performing inspection tasks on the cloud platform;

[0067] Wherein, the configuration information at least includes detection data of different task types.

[0068] S206. Obtain multiple detection data corresponding to different job types in the cloud platform based on the configuration information;

[0069] In some embodiments of the present application, the different job types include at least the following task types: anomaly detection tasks for time series data processing, index prediction tasks for time series processing, template extraction tasks for text, and unsupervised task for text clustering task. The detection data includes at least the address of the data source, the key for accessing the data source, the schema (organization and structure) configur...

Embodiment 3

[0079] According to an embodiment of the present application, a cloud platform inspection device is also provided, such as Figure 9 As shown, it includes: a first acquisition module 90, which acquires configuration information required when performing an inspection task on the cloud platform, wherein the configuration information at least includes detection data of different task types; a second acquisition module 92, based on the configuration information Obtain a variety of detection data corresponding to different job types in the cloud platform; the training module 94 uses the various detection data obtained to train the unsupervised learning model to obtain the target model; the data receiving module 96 obtains data from the target data source Stream; analysis module 98, which inputs the data stream into the target model for analysis, and obtains the inspection result of the data stream, wherein the inspection result is used to indicate the event type of the event corresp...

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Abstract

The invention discloses an inspection method of a cloud platform, electronic equipment and a nonvolatile storage medium. The method comprises the following steps: acquiring configuration information required for executing an inspection task on a cloud platform; acquiring various detection data corresponding to different job types in the cloud platform based on the configuration information; training an unsupervised learning model by adopting the obtained multiple detection data to obtain a target model; acquiring a data stream from a target data source; and inputting the data stream into the target model for analysis to obtain an inspection result of the data stream. The technical problem that the use condition and stability of the cloud platform cannot be effectively detected is solved.

Description

technical field [0001] The present application relates to the field of machine learning, and specifically relates to a cloud platform inspection method, electronic equipment and non-volatile storage media. Background technique [0002] Now cloud computing has become a part of daily life like infrastructure such as water and electricity. As more and more companies (regardless of Internet companies, traditional manufacturing companies, retail industries, etc.) gradually deploy services to the cloud, the service quality of cloud computing services must also reach a higher level to meet customer needs. [0003] The bottom layer of cloud computing is a large number of distributed systems and microservice systems. With the continuous development of cloud computing, there are more and more related services and components, which makes it impossible to quickly and accurately find problems by relying on traditional operation and maintenance methods. It is often only when the user ha...

Claims

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Application Information

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IPC IPC(8): G06Q10/04G06Q10/06G06Q50/06G06K9/62G06N3/08G06N20/00
CPCG06Q10/04G06Q10/06393G06Q50/06G06N3/088G06N20/00G06F18/24G06F18/214
Inventor 刘贵阳胡文杰
Owner ALIBABA SINGAPORE HLDG PTE LTD
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