Online prediction method and system for remaining service life of hard disk equipment
A hard disk and equipment technology, applied in the field of online prediction of the remaining service life of hard disk equipment, can solve problems such as inaccurate hard disk life prediction results, and achieve the effect of improving accuracy
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[0058] In order to make the objectives, technical solutions and advantages of the present invention clearer, the following further describes the present invention in detail with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present invention, but not to limit the present invention.
[0059] Such as figure 1 As shown, an online prediction method for the remaining service life of a hard disk device includes the following steps:
[0060] S1. Regularly collect SMART information and I / O status information of hard disk devices from the data center and store them as historical status data sets and real-time status data sets. The I / O status information includes the consumption of I / O requests on the hard disk device time;
[0061] S2. Through feature engineering, the historical state data set is converted into the data set of the data pair type accepted by the two-way long and shor...
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