"Our analysis identifies several parameters from the drive's
self monitoring facility (SMART) that correlate highly with
failures. Despite this high correlation, we conclude that models
based on SMART parameters alone are unlikely to be useful
for predicting individual drive failures. Surprisingly, we found
that temperature and activity levels were much less correlated
with drive failures than previously reported.""