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=== Correlated failures === In practice, the drives are often the same age (with similar wear) and subject to the same environment. Since many drive failures are due to mechanical issues (which are more likely on older drives), this violates the assumptions of independent, identical rate of failure amongst drives; failures are in fact statistically correlated.<ref name="Patterson_1994" /> In practice, the chances for a second failure before the first has been recovered (causing data loss) are higher than the chances for random failures. In a study of about 100,000 drives, the probability of two drives in the same cluster failing within one hour was four times larger than predicted by the [[exponential distribution|exponential statistical distribution]]βwhich characterizes processes in which events occur continuously and independently at a constant average rate. The probability of two failures in the same 10-hour period was twice as large as predicted by an exponential distribution.<ref name="schroeder">[http://www.usenix.org/events/fast07/tech/schroeder.html Disk Failures in the Real World: What Does an MTTF of 1,000,000 Hours Mean to You?] [[Bianca Schroeder]] and [[Garth A. Gibson]]</ref>
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