STORAGE DEVICE LIFETIME MONITORING SYSTEM AND STORAGE DEVICE LIFETIME MONITORING METHOD THEREOF

摘要

A storage device lifetime monitoring system for monitoring lifetimes of storage devices and a storage device lifetime monitoring method thereof are provided. The method includes collecting operation activity information corresponding to the storage devices; storing multiple training data having the operation activity information and corresponding operation lifetime values; constructing a storage device lifetime predicting model according to the operation activity information and the corresponding operation lifetime values of the training data; inputting the operation activity information of the storage devices into the storage device lifetime predicting model to generate a predicted lifetime value corresponding to each of the storage devices; and re-constructing the storage device lifetime predicting model according to operation activity information and predicted lifetime value of each storage device. Thereby, the lifetime of storage devices can be accurately predicted.