Hard drive failure prediction using decision trees
This paper proposes two hard drive failure prediction models based on Decision Trees
(DTs) and Gradient Boosted Regression Trees (GBRTs) which perform well in prediction …
(DTs) and Gradient Boosted Regression Trees (GBRTs) which perform well in prediction …
Predicting failures in hard drives with LSTM networks
FD dos Santos Lima, GMR Amaral… - 2017 Brazilian …, 2017 - ieeexplore.ieee.org
Several research has been done to propose early failure detection techniques for hard disk
drives in order to improve storage systems availability and avoid data loss. Failure prediction …
drives in order to improve storage systems availability and avoid data loss. Failure prediction …
Transfer learning for Bayesian networks with application on hard disk drives failure prediction
FLF Pereira, FD dos Santos Lima… - 2017 Brazilian …, 2017 - ieeexplore.ieee.org
Predicting failure in Hard Disk Drives (HDD) is of fundamental importance for data loss
avoidance as well as to lower the downtime costs of a system. As a consequence, an …
avoidance as well as to lower the downtime costs of a system. As a consequence, an …
[PDF][PDF] A Stable Model to Predict the Hard disk failure
VK Mittinamalli Thandapani - 2017 - norma.ncirl.ie
The increase in the production of digital information every second has raised the demand for
storage as its counterpart. Hard disk serves an important storage device but subjected to …
storage as its counterpart. Hard disk serves an important storage device but subjected to …