Google did some research on the smart attributes for predicting disk failure on 100,000 disks. They found out that if the smart parameters were indicating something's wrong, then the disk was quite likely to fail soon. On the other hand, most disks simply failed without any prior warning in the smart parameters.

My disk too gave no warning.

http://research.google.com/archive/disk_failures.pdf

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