METHOD OF DIAGNOSING LIFE EXPECTANCY OF STORAGE DEVICE OF DATA CENTER AND SYSTEM THEREOF

摘要

To provide a method of diagnosing the life expectancy of a storage device of a data center, and a system thereof.SOLUTION: A method of diagnosing life expectance includes: a step S01 for sequentially and periodically collecting operation attributes of a damaged storage device of a data center and a time record until the damaged storage device was damaged; a step S02 for dividing operation attributes collected simultaneously or within a continuous time into groups so that each group has the same number of operation attributes; a step S03 for sequentially marking a time tag to each operation attribute group; a step S04 for sequentially feeding a plurality of operation attribute groups and the time records until the damage by using machine learning and/or a deep learning algorithm on the basis of the time tags, and producing a trend model for generating the life expectancy of a storage device with the plurality of operation attributes and the time record until the damage; and a step S05 for inputting one set of operation attributes of a currently operating storage device to the trend model and calculating the life expectancy of the storage device.SELECTED DRAWING: Figure 1