Alibaba Cloud Infrastructure
Nov 7, 2018 · Artificial Intelligence
Hard Disk Failure Prediction Architecture and Methods Based on SMART Attributes and Machine Learning
The article presents a comprehensive hard‑disk failure prediction framework that addresses data scale, environment, and quality challenges by combining domain‑threshold statistics, wear‑out kink analysis, and parallel machine‑learning models using SMART parameters to improve recall while reducing false alarms.
Machine LearningSMARTdata center
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