A Fault Detection Method for Hard Disk Drives Based on Mixture of Gaussians and Nonparametric Statistics


Hard Disk Drives (HDD) failure prediction is a challenging topic that has attracted much attention in recent years. Predicting failures in HDD may avoid losing data thus improving data reliability. Previous works on failure prediction are based on parametric approaches that model healthy drives with a Gaussian distribution. Although they achieved good… (More)
DOI: 10.1109/TII.2016.2619180


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