2. A hard drive in a data center lasts k periods before failing with probability a, for k = 1,2,... Let X, be the remaining life of the hard drive in service at the end of period t. Thus, X,- 0 means that X4+1 will be the total operating lifetime of the next hard drive installed. Is (X,} a Markov chain? Explain your answer. If it is a Markov chain, give the transition probabilities; if it is not, give an example where the Markov property is violated.

Linear Algebra: A Modern Introduction
4th Edition
ISBN:9781285463247
Author:David Poole
Publisher:David Poole
Chapter3: Matrices
Section3.7: Applications
Problem 9EQ
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2. A hard drive in a data center lasts k periods before failing with probability a, for
k = 1,2,.... Let X, be the remaining life of the hard drive in service at the end of period
t. Thus, X
installed. Is (X;} a Markov chain? Explain your answer. If it is a Markov chain, give the
transition probabilities; if it is not, give an example where the Markov property is violated.
0 means that X+1 will be the total operating lifetime of the next hard drive
Transcribed Image Text:2. A hard drive in a data center lasts k periods before failing with probability a, for k = 1,2,.... Let X, be the remaining life of the hard drive in service at the end of period t. Thus, X installed. Is (X;} a Markov chain? Explain your answer. If it is a Markov chain, give the transition probabilities; if it is not, give an example where the Markov property is violated. 0 means that X+1 will be the total operating lifetime of the next hard drive
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