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Bounding transient and steady-state dependability measures through algorithmic stochastic comparison

Published: 01 September 2006 Publication History

Abstract

We are interested in bounding dependability measures like point and steady-state availability and reliability of systems modelled by very large Markov chains which are not numerically tractable. We suppose that the state space is divided into two classes, UP (system is operational) and DOWN states. The reliability at time t is defined as the probability that the system has always been operational between 0 and t. The point availability is the probability that the system is operational at time t, and the steady-state availability is the limit, if it exists, of this probability.

References

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Busic A., Fourneau J.-M.: Bounds for Point and Steady-State Availability: an Algorithmic Approach Based on Lumpability and Stochastic Ordering. EPEW 2005, Springer LNCS 3670 (2005), 94--108
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Muntz R., de Souza e Silva E., Goyal A.: Bounding availability of repairable computer systems. IEEE Trans. on Computers, V 38 (12) (1989), 1714--1723
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Stoyan D.: Comparison Methods for Queues and Other Stochastic Models. John Wiley & Sons, Berlin, Germany, (1983)

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Information & Contributors

Information

Published In

cover image ACM SIGMETRICS Performance Evaluation Review
ACM SIGMETRICS Performance Evaluation Review  Volume 34, Issue 2
September 2006
30 pages
ISSN:0163-5999
DOI:10.1145/1168134
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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 September 2006
Published in SIGMETRICS Volume 34, Issue 2

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