Server disk fault detection method and system, storage medium and electronic equipment
The invention belongs to the technical field of server disks, and discloses a server disk fault detection method and system, a storage medium and electronic equipment, and the method comprises the following steps: collecting server monitoring data; performing clustering analysis on the server monito...
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Format: | Patent |
Sprache: | chi ; eng |
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Zusammenfassung: | The invention belongs to the technical field of server disks, and discloses a server disk fault detection method and system, a storage medium and electronic equipment, and the method comprises the following steps: collecting server monitoring data; performing clustering analysis on the server monitoring data to obtain disk fault factors; screening out disk IO feature data from the server monitoring data according to the disk fault factors; collecting a disk fault list; preprocessing the disk fault list; taking the disk fault list as the disk IO feature data of the label, and training a BP neural network model capable of identifying the disk fault as a training set; and inputting the IO features of the to-be-detected disk into the BP neural network model to detect the fault condition of the disk. Therefore, according to the embodiment of the invention, the fault of the server disk can be detected through the BP neural network model, the problem of poor applicability caused by high difficulty in accurately sett |
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