Machine Learning Based Collaborative Prediction of SSD Failures in the Cloud

Author:

Jiang Yuze1,Lu Ruiming2,Zhou Shuyue3,Li Qiao3

Affiliation:

1. New York University,New York,USA,10003

2. Shanghai Jiao Tong University,Shanghai,China

3. Xiamen University,Xiamen,China,361005

Publisher

IEEE

Reference35 articles.

1. Performance Analysis of NVMe SSD-Based All-flash Array Systems

2. Multi-view feature-based SSD failure prediction: What, when, and why;Zhang

3. NVMe SSD failures in the field: the Fail-Stop and the Fail-Slow;Lu

4. Performance analysis of NVMe SSDs and their implication on real world databases

5. NVMeDirect: A user-space I/O framework for application-specific optimization on NVMe SSDs;Kim

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