Optimizing Efficiency of Machine Learning Based Hard Disk Failure Prediction by Two-Layer Classification-Based Feature Selection

Predicting hard disk failure effectively and efficiently can prevent the high costs of data loss for data storage systems. Disk failure prediction based on machine learning and artificial intelligence has gained notable attention, because of its good capabilities. Improving the accuracy and performa...

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Bibliographic Details
Main Authors: Han Wang, Qingfeng Zhuge, Edwin Hsing-Mean Sha, Rui Xu, Yuhong Song
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/13/13/7544