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Fault prediction method and device, computing device and computer readable storage medium

A fault prediction and fault technology, applied in the computer field, can solve problems such as unable to quantitatively indicate fault conditions

Pending Publication Date: 2020-02-28
INDUSTRIAL AND COMMERCIAL BANK OF CHINA
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] In the process of realizing the disclosed concept, the inventors found that there are at least the following problems in related technologies: when predicting possible future failures of various hardware, systems or applications in related technologies, the personal experience of business personnel is usually used to predict future possible Qualitative prediction of faults that occur, this qualitative prediction method is highly subjective, the prediction results are relatively abstract, and the prediction results cannot quantitatively indicate future fault conditions

Method used

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  • Fault prediction method and device, computing device and computer readable storage medium
  • Fault prediction method and device, computing device and computer readable storage medium
  • Fault prediction method and device, computing device and computer readable storage medium

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Embodiment Construction

[0030] Hereinafter, embodiments of the present disclosure will be described with reference to the drawings. It should be understood, however, that these descriptions are exemplary only, and are not intended to limit the scope of the present disclosure. In the following detailed description, for purposes of explanation, numerous specific details are set forth in order to provide a thorough understanding of the embodiments of the present disclosure. It may be evident, however, that one or more embodiments may be practiced without these specific details. Also, in the following description, descriptions of well-known structures and techniques are omitted to avoid unnecessarily obscuring the concepts of the present disclosure.

[0031] The terminology used herein is for the purpose of describing particular embodiments only, and is not intended to be limiting of the present disclosure. The terms "comprising", "comprising", etc. used herein indicate the presence of stated features,...

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Abstract

The invention provides a fault prediction method. The method comprises the steps of obtaining target historical fault data of a target object in a first preset time period, wherein the target historical fault data comprises at least one historical fault index and a historical fault probability; wherein each historical fault index in the at least one historical fault index has a corresponding historical index value; and determining a relationship model between the at least one historical fault index and the historical fault probability based on the target historical fault data, obtaining at least one current fault index of the target object, and predicting the fault probability of the target object in a second preset time period based on the at least one current fault index by using the relationship model. The invention further provides a fault prediction device, a computing device and a computer readable storage medium.

Description

technical field [0001] The present disclosure relates to the field of computer technology, and in particular, to a fault prediction method, a fault prediction device, a computing device, and a computer-readable medium. Background technique [0002] With the rapid development of computer technology, various hardware, systems or applications are increasingly used to process business data. Since the health status of hardware, systems or applications will directly affect the processing effect of business data, for example, if various hardware, systems or applications fail during use, it will inevitably affect the business. Therefore, in order to reduce the impact of various hardware, system or application failures on business data processing, it is necessary to predict possible failures of various hardware, systems or applications in advance, so as to facilitate timely processing of failures and avoid difficulties in the processing of business data. make up for the loss. [00...

Claims

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Application Information

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IPC IPC(8): G06F11/34
CPCG06F11/3409
Inventor 李佳鹏高建华周莉杨光宇
Owner INDUSTRIAL AND COMMERCIAL BANK OF CHINA
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