Fault Detection in Hard Disk Drives Based on Mixture of Gaussians

@article{Queiroz2016FaultDI,
  title={Fault Detection in Hard Disk Drives Based on Mixture of Gaussians},
  author={Lucas P. Queiroz and Francisco Caio M. Rodrigues and Jo{\~a}o Paulo Pordeus Gomes and Felipe T. Brito and Iago C. Brito and Javam C. Machado},
  journal={2016 5th Brazilian Conference on Intelligent Systems (BRACIS)},
  year={2016},
  pages={145-150}
}
Being able to detect faults in Hard Disk Drives (HDD) can lead to significant benefits to computer manufacturers, users and storage system providers. As a consequence, several works have focused on the development of fault detection algorithms for HDDs. Recently, promising results were achieved by methods using SMART (Self-Monitoring Analysis and Reporting Technology) features and anomaly detection algorithms based on Mahalanobis distance. Nevertheless, the performance of such methods can be… CONTINUE READING