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DevConf.US '18 has ended
DevConf.us 2018 is the 1st annual, free, Red Hat sponsored technology conference for community project and professional contributors to Free and Open Source technologies held at the Boston University in the historic city of Boston, USA.

When: Friday, August 17 to Sunday, August 19, 2018

Venue: Boston University, George Sherman Union Building
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Saturday, August 18 • 12:00pm - 12:35pm
Adding smart disk failure prediction to Ceph

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Ceph is a distributed storage system designed to scale to thousands or tens of thousands of drives. In such systems, failure becomes the norm rather than the exception, and predicting device failures before they happen can significantly improve the overall reliability of the system. This talk will describe a project to make Ceph monitor the storage devices in the cluster, using tools like SMART, so that future failures can be anticipated using a pluggable prediction model, allowing the cluster to reduce the risk of data loss by preemptively warning the operator or migrating data and workload off the failing device. Finally, we’ll discuss the opportunity to build a public data set of device failure data to build a high quality, free and open source model for use it any storage system.
Speakers
avatar for Yaarit Hatuka

Yaarit Hatuka

Software developer
avatar for Sage

Sage

Ceph Principal Architect, Red Hat
Sage originally designed Ceph as part of his PhD research at the University of California, Santa Cruz. Since then he has worked to build an open source community around the project to provide a robust and stable object, block, and file storage solution that is free as in speech and... Read More →

Saturday August 18, 2018 12:00pm - 12:35pm EDT
Metcalf Small Boston University, George Sherman Union Building
  ML / AI / Serverless, Presentation

Attendees (23)