Hard Drive Failure Prediction Using Big Data

Wenjun Yang
Wenjun Yang
Dianming Hu
Dianming Hu
Yuliang Liu
Yuliang Liu
Tianming Jiang
Tianming Jiang

SRDS Workshop, pp. 13-18, 2015.

Cited by: 12|Views13
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Abstract:

We design a general framework named Hdoctor for hard drive failure prediction. Hdoctor leverages the power of big data to achieve a significant improvement comparing to all previous researches that used sophisticated machine learning algorithms. Hdoctor exhibits a series of engineering innovations: (1) constructing time dependent features...More

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