Robust Data Preprocessing for Machine-Learning-Based Disk Failure Prediction in Cloud Production Environments

Shujie Han, Jun Wu, Erci Xu +7

To provide proactive fault tolerance for modern cloud data centers, extensive studies have proposed machine learning (ML) approaches to predict imminent disk failures for early rem…