| Issue |
EPJ Web Conf.
Volume 214, 2019
23rd International Conference on Computing in High Energy and Nuclear Physics (CHEP 2018)
|
|
|---|---|---|
| Article Number | 04046 | |
| Number of page(s) | 6 | |
| Section | T4 - Data handling | |
| DOI | https://doi.org/10.1051/epjconf/201921404046 | |
| Published online | 17 September 2019 | |
https://doi.org/10.1051/epjconf/201921404046
Disk failures in the EOS setup at CERN
A first systematic look at 1 year of collected data
CERN,
Geneva,
Switzerland
* e-mail: dirk.duellmann@cern.ch
** e-mail: alportabales@gmail.com
Published online: 17 September 2019
The EOS deployment at CERN is a core service used for both scientific data processing, analysis and as back-end for general end-user storage (eg home directories/CERNBOX). The collected disk failure metrics over a period of 1 year from a deployment size of some 70k disks allows a first systematic analysis of the behaviour of different hard disk types for the large CERN usecases.
In this contribution we describe the data collection and analysis, summarise the measured rates and compare them with other large disk deployments. We further describe initial steps to use the collected failure and SMART metrics to develop a machine learning model predicting imminent failures and hence avoid service degradation and repair costs.
© The Authors, published by EDP Sciences, 2019
This is an Open Access article distributed under the terms of the Creative Commons Attribution License 4.0, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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