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» Bayesian approaches to failure prediction for disk drives
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DSN
2007
IEEE
13 years 11 months ago
Enhanced Reliability Modeling of RAID Storage Systems
A flexible model for estimating reliability of RAID storage systems is presented. This model corrects errors associated with the common assumption that system times to failure fol...
Jon G. Elerath, Michael Pecht
ISCC
2008
IEEE
123views Communications» more  ISCC 2008»
13 years 11 months ago
Improving reliability and energy efficiency of disk systems via utilization control
As disk drives become increasingly sophisticated and processing power increases, one of the most critical issues of designing modern disk systems is data reliability. Although num...
Kiranmai Bellam, Adam Manzanares, Xiaojun Ruan, Xi...
OSDI
2008
ACM
14 years 5 months ago
Predicting Computer System Failures Using Support Vector Machines
Mitigating the impact of computer failure is possible if accurate failure predictions are provided. Resources, applications, and services can be scheduled around predicted failure...
Errin W. Fulp, Glenn A. Fink, Jereme N. Haack
FAST
2010
13 years 7 months ago
Understanding Latent Sector Errors and How to Protect Against Them
Latent sector errors (LSEs) refer to the situation where particular sectors on a drive become inaccessible. LSEs are a critical factor in data reliability, since a single LSE can ...
Bianca Schroeder, Sotirios Damouras, Phillipa Gill
MASCOTS
2010
13 years 3 months ago
Black-Box Performance Modeling for Solid-State Drives
—Flash-based Solid-State Drives (SSDs) have become a promising alternative to magnetic Hard Disk Drives (HDDs) thanks to the large improvements in performance, power consumption,...
Shan Li, H. Howie Huang