Failure data analytics to build failure prediction mechanisms
Sandipan Dey, Kandathil Koshy Jacob, Javier Alonso López, Kishor Shridharbhai Trivedi · 2013
With ever-growing complexity of computer systems, proactive failure management is turning out to be an effective and essential approach for enhancing availability. Several techniques have been proposed to develop failure prediction models [3]. In this paper we have concentrated on the process to build up a failure prediction model based on the failure reports (service ticket logs) from hardware storage devices.