Canonical Representation of Discrete Order 2 MAP and RAP

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Computer Performance Engineering (EPEW 2013)

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Abstract

Matrix-geometric distributions (MG) and discrete (time) rational arrival processes (DRAP) are natural extensions of discrete phase-type distributions (DPH) and discrete Markov arrival processes (DMAP) respectively. However, the exact relation of the Markovian classes and their non-Markovian counterparts and the boundaries of these classes are not known yet. It has been shown that for the order two case the MG and DPH classes are equivalent. In this paper we prove that the equivalence holds for the order two DMAPs and DRAPs as well. We prove this equivalence by introducing a Markovian canonical form for order two DRAPs and by showing, that this canonical form can indeed be used to describe the whole order two DRAP class.

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References

  1. Neuts, M.F.: Matrix-Geometric Solutions in Stochastic Models: An Algorithmic Approach. Dover (1981)

    Google Scholar 

  2. Bladt, M., Neuts, M.F.: Matrix-exponential distributions: Calculus and interpretations via flows. Stochastic Models 19(1), 113–124 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  3. Asmussen, S., Bladt, M.: Point processes with finite-dimensional conditional probabilities. Stochastic Processes and their Application 82, 127–142 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  4. Bean, N., Nielsen, B.: Quasi-birth-and-death processes with rational arrival process components. Stochastic Models 26(3), 309–334 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  5. Buchholz, P., Kemper, P., Kriege, J.: Multi-class Markovian arrival processes and their parameter fitting. Performance Evaluation 67(11), 1092–1106 (2010)

    Article  Google Scholar 

  6. Mitchell, K., van de Liefvoort, A.: Approximation models of feed-forward g/g/1/n queueing networks with correlated arrivals. Perform. Eval. 51(2-4), 137–152 (2003)

    Article  Google Scholar 

  7. Bodrog, L., Heindl, A., Horváth, G., Telek, M.: A Markovian canonical form of second-order matrix-exponential processes. European Journal of Operation Research 190, 459–477 (2008)

    Article  MATH  Google Scholar 

  8. Papp, J., Telek, M.: Canonical representation of discrete phase type distributions of order 2 and 3. In: Proc. of UK Performance Evaluation Workshop, UKPEW 2013 (2013)

    Google Scholar 

  9. Telek, M., Heindl, A.: Matching moments for acyclic discrete and continuous phase-type distributions of second order. International Journal of Simulation Systems, Science & Technology 3(3-4), 47–57 (2002); Special Issue on: Analytical & Stochastic Modelling Techniques

    Google Scholar 

  10. Cumani, A.: On the canonical representation of homogeneous Markov processes modelling failure-time distributions. Microelectronics and Reliability 22, 583–602 (1982)

    Article  Google Scholar 

  11. Telek, M., Horváth, G.: A minimal representation of Markov arrival processes and a moments matching method. Performance Evaluation 64(9-12), 1153–1168 (2007)

    Article  Google Scholar 

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Mészáros, A., Telek, M. (2013). Canonical Representation of Discrete Order 2 MAP and RAP. In: Balsamo, M.S., Knottenbelt, W.J., Marin, A. (eds) Computer Performance Engineering. EPEW 2013. Lecture Notes in Computer Science, vol 8168. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-40725-3_8

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  • DOI: https://doi.org/10.1007/978-3-642-40725-3_8

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-40724-6

  • Online ISBN: 978-3-642-40725-3

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