Automatic prediction method, device, apparatus and medium for application service failure

A technology of application service and prediction method, which is applied in the field of server fault detection, can solve problems such as increasing system costs, and achieve the effects of improving user experience, not being lost easily, and avoiding data loss

Inactive Publication Date: 2019-01-04
GUANGDONG INSPUR BIG DATA RES CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0006] In order to improve system reliability, it is very necessary to accurately predict the occurrence of system failures and solve them in time. The existing t

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  • Automatic prediction method, device, apparatus and medium for application service failure
  • Automatic prediction method, device, apparatus and medium for application service failure
  • Automatic prediction method, device, apparatus and medium for application service failure

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Embodiment Construction

[0043] In order to enable those skilled in the art to better understand the solution of the present invention, the present invention will be further described in detail below with reference to the accompanying drawings and specific embodiments. Obviously, the described embodiments are only a part of the embodiments of the present invention, rather than all the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative work shall fall within the protection scope of the present invention.

[0044] The terms "first", "second", "third", "fourth", etc. in the specification and claims of this application and the above-mentioned drawings are used to distinguish different objects, not to describe a specific sequence . In addition, the terms "including" and "having" and any variations of them are intended to cover non-exclusive inclusion. For example, a process, method, system, product, or device ...

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Abstract

The embodiment of the invention discloses an automatic prediction method, a device, an apparatus and a computer-readable storage medium for application service failure. The method comprises the following steps: utilizing a pre-established fault learning model to analyze whether the state parameter data values of the hardware in the working process of the application service to be predicted are within the normal working range; if not, the data being recorded and counted as abnormal conditions; and if not, the state parameter data of the hardware in the working process of the application serviceto be predicted being counted; when the total abnormal condition value exceeds the number of times threshold, a fault prediction report for predicting the fault occurrence time being generated according to the recorded data, the abnormal condition value and the corresponding normal operating range. The fault learning model is to learn the running data of each application service in the normal working state, and get the normal working range of each state parameter of each application service in the running process. The application realizes the accurate prediction of the application service system failure, which is favorable for improving the system reliability and improving the reliability of the application software.

Description

Technical field [0001] The embodiments of the present invention relate to the technical field of server failure detection, and in particular, to an automatic prediction method, device, equipment, and computer-readable storage medium for application service failure. Background technique [0002] With the rapid development of Internet technology, all walks of life are inseparable from the Internet. Servers, as network nodes, store and process more than 80% of the data and information on the network, which are in great demand in all walks of life. [0003] Server, as a computer device that provides services to users on the Internet as a management resource, can include processors, hard disks, memory, system buses, etc., and is similar to a general computer architecture. However, due to the need to provide highly reliable services, it has High requirements in terms of performance, reliability, security, scalability, and manageability. It can be seen that a lot of debugging needs to be...

Claims

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Application Information

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IPC IPC(8): G06F11/34G06F11/32
CPCG06F11/327G06F11/3452
Inventor 段国栋
Owner GUANGDONG INSPUR BIG DATA RES CO LTD
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