Incremental Prediction Model of Disk Failures Based on the Density Metric of Edge Samples

Disks are the main equipment for data storage in data centers. The prediction of disk failure is of great significance for the reliability and security of data. On account of the few abnormal samples in the disk datasets, it is difficult to satisfy the requirement of supervised and semi-supervised a...

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Bibliographic Details
Main Authors: Xin Gao, Sen Zha, Xinpeng Li, Bo Yan, Xiao Jing, Junliang Li, Jianhang Xu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8801827/