Solid state disk hidden fault detection method and related equipment

Abstract

The invention provides a solid state disk hidden fault detection method and related equipment. The method comprises the following steps: obtaining a target SMART log of a target solid state disk; extracting target SMART data collected at a plurality of collection moments from the target SMART log; according to an acquisition time sequence, constructing the target SMART data acquired at each acquisition moment into target time sequence characteristic data with time sequence characteristics; and inputting the target time sequence feature data into a pre-trained time recurrent neural network model to obtain a hidden fault detection result output by the time recurrent neural network model. According to the invention, the collected target SMART data is constructed into the target time sequence characteristic data with the time sequence characteristic, and then the time recurrent neural network model is used to obtain the accurate and effective hidden fault detection result according to the target time sequence characteristic data with the time sequence characteristic, so the hidden fault of the solid state disk can be found in time, and data loss is avoided.

Description

technical field [0001] The present disclosure relates to the field of storage technologies, and in particular to a method for detecting hidden faults of a solid-state hard disk and related equipment. Background technique [0002] With the rapid development of computer technology, the processing capacity of computer equipment has been continuously improved. In order to provide users with faster data read and write speeds and provide more powerful environmental support for applications, solid-state drives have begun to be widely used. [0003] In the application scenario of distributed big data, massive amounts of data need to be processed and analyzed, and these data will be mapped to solid-state drives. Once the data stored on the solid-state drives fails and is lost, it will cause irreparable damage to business services. influences. [0004] Although hidden faults of solid-state drives have affected system and application performance, existing fault diagnosis software can...

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Problems solved by technology

[0003] In the application scenario of distributed big data, massive amounts of data need to be processed and analyzed, and these data will be mapped to solid-state drives. Once the data stored on the solid-state drives fails and is lost, it will cause irreparable damage to business services. influences

[0004] Although the hidden faults of solid-state drives have affected system and application performance, they cannot be found by existing fault diagnosis software. Therefore, how to detect hidden faults of solid-state drives has become a technical problem that needs to be solved urgently

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