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Fault prediction method, device and equipment and readable storage medium

A fault prediction and fault technology, applied in error detection/correction, calculation model, hardware monitoring, etc., can solve the problem of slow fault location and achieve the effect of improving speed

Pending Publication Date: 2020-08-04
BEIJING QIYI CENTURY SCI & TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

In the existing method, after a fault occurs, it may be necessary to detect all the equipment and network structures involved in the service process to realize the fault location, which will slow down the fault location

Method used

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  • Fault prediction method, device and equipment and readable storage medium
  • Fault prediction method, device and equipment and readable storage medium
  • Fault prediction method, device and equipment and readable storage medium

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Embodiment Construction

[0053] The technical solutions in the embodiments of the present invention will be described below with reference to the drawings in the embodiments of the present invention.

[0054] The existing method makes the speed of fault location slow, and the speed of fault location is slow, that is, it is impossible to quickly locate the problem, and then it is impossible to quickly repair the fault. For example, even if there are redundant resources, the switchover cannot be completed quickly. affect service availability. In addition, for services with high real-time requirements, because it will involve the switching or adjustment of upstream and downstream links, the existing faults are detected after the faults occur, and then the service is adjusted according to the faults that have occurred, and the temporary adjustment of the fault time is also necessary. It will affect the overall availability of online services.

[0055]For large-scale distributed systems, failures often do...

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Abstract

The embodiment of the invention provides a fault prediction method, device and equipment and a readable storage medium, and the method can comprise the steps: obtaining a service log; based on the content contained in the service log, determining feature information of the service log, wherein the feature information is used for representing features of the service log; obtaining fault feature information, wherein the fault feature information is obtained based on training of a plurality of historical service logs; and matching the feature information of the service log with the fault featureinformation, and performing fault prediction through a preset matching rule based on the matching degree of the feature information of the service log and the fault feature information. Through the fault prediction method, device and equipment and the readable storage medium provided by the embodiment of the invention, the fault positioning speed can be improved.

Description

technical field [0001] The present invention relates to the field of computer application technology, in particular to a fault prediction method, device, equipment and readable storage medium. Background technique [0002] With the needs of business development, etc., the service scale of Internet companies and others is getting larger and larger, and the types of basic services required are also increasing, which also puts forward very high requirements for service availability. The fault tolerance can be continuously improved by adjusting the topology and increasing redundancy, so as to ensure the high availability of the service. On the other hand, in order to ensure the availability of services, it is an important process to monitor the faults in the process of service realization. [0003] In the existing methods, the faults that have occurred are generally detected after the faults occur, and the faults that have occurred are repaired. The service scale is getting la...

Claims

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Application Information

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IPC IPC(8): G06F11/34G06F11/32G06F16/18G06N20/00
CPCG06F11/3476G06F11/327G06F16/1815G06N20/00
Inventor 冯浩
Owner BEIJING QIYI CENTURY SCI & TECH CO LTD
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