Title :
A flexible simulation tool for estimating data loss risks in storage arrays
Author :
Hsu-Wan Kao ; Paris, Jehan-Francois ; Schwarz, T. ; Long, Darrell D. E.
Author_Institution :
Comput. Sci. Dept., Univ. of Houston, Houston, TX, USA
Abstract :
Proteus is an open-source simulation program that can predict the risk of data loss in many disk array configurations, among which, mirrored disks, all levels of RAID arrays and various two-dimensional RAID arrays. It characterizes each array by five numbers, namely, the size n of the array, the number nf of simultaneous disk failures the array will always tolerate without data loss, and the respective fractions f1, f2 and f3 of simultaneous failures of nf + 1, nf + 2 and nf + 3 disks that will not result in a data loss. As with any simulation tool, Proteus imposes no restriction on the distributions of failure and repair events. Our measurements have shown a surprisingly good agreement with the results obtained through analytical techniques and no measurable difference between values obtained assuming deterministic repair times and those assuming exponential repair times.
Keywords :
RAID; failure analysis; public domain software; risk management; storage management; Proteus; data loss risk estimation; deterministic repair times; disk array configurations; disk failures; exponential repair times; failure events; flexible simulation tool; mirrored disks; open-source simulation program; repair events; respective fractions; storage arrays; two-dimensional RAID arrays; Analytical models; Arrays; Computational modeling; Data models; Maintenance engineering; Organizations; Reliability;
Conference_Titel :
Mass Storage Systems and Technologies (MSST), 2013 IEEE 29th Symposium on
Conference_Location :
Long Beach, CA
Print_ISBN :
978-1-4799-0217-0
DOI :
10.1109/MSST.2013.6558435