Bounds for Stationary Waiting Times in a Class of Queueing Networks using Stochastic Ordering

확률적 순서를 이용한 대기행렬 망에서 안정 대기시간의 범위

  • 서동원 (경희대학교 국제경영학부)
  • Published : 2004.12.01

Abstract

In this paper we study bounds for characteristics of stationary waiting times in (max, +)-linear systems with a Poisson arrival process. which are prevalent in manufacturing systems, kanban systems, cyclic and acyclic fork-and-join type systems, finite or infinite capacity tandem queues with various kinds of blocking, transportation systems, and telecommunication networks, and so on. Recently, some results on series expansion for characteristics, such as higher moments, Laplace transform, and tail probability, of transient and stationary waiting times in a class of (max, +)-linear systems via Taylor series expansions have been studied. In order to overcome the computational complexity in those results, we consider bounds for characteristics of stationary waiting times using valuable stochastic ordering results. Some numerical examples are also provided.

Keywords

References

  1. Ayhan, H. and DW. Seo, 'Laplace Transform and Moments of Waiting Times in Poisson Driven (Max,+)-Linear Systems,' Queueing Systems, Vol.37, No.4(2001), pp. 405-438 https://doi.org/10.1023/A:1010845618420
  2. Ayhan, H. and D.W. Seo, 'Characteristics of Transient and Stationary Waiting Times in Poisson Driven (Max, +) Linear Systems,' Proceedings of the IFAC Symposium on System Structure and Control, (2001), pp. 227-234
  3. Ayhan, H. and D.W. Seo, 'Tail Probability of Transient and Stationary Waiting Times in (Max,+)-Linear Systems,' IEEE Transactions on Automatic Control, Vol.47, No.1 (2002), pp.151-157 https://doi.org/10.1109/9.981736
  4. Baccelli, F., G. Cohen, G.J. Olsder, and J-P. Quadrat, Synchronization and Linearity : An Algebra for Discrete Event Systems, John Wiley & Sons, 1992
  5. Baccelli, F., S. Hasenfuss, and V. Schmidt, 'Transient and Stationary Waiting Times in (Max, -) Linear Systems with Poisson Input,' Queueing Systems, Vol.26(1997), pp. 301-342
  6. Baccelli, F., S. Hasenfuss, and V. Schmidt, 'Expansions for Steady State Characteristics in (Max,+) Linear Systems,' Stochastic Models, Vol.14(1998), pp.1-24
  7. Baccelli, F. and V. Schmidt, 'Taylor Series Expansions for Poisson Driven (Max, +) Linear Systems,' Annals of Applied Probability, Vol.6, No.1(1996), pp.138-185 https://doi.org/10.1214/aoap/1034968069
  8. Hasenfuss, S., Performance Analysis of (Max, +)-Linear Systems via Taylor Series Expansions, PhD thesis, University of UIm, 1998
  9. Nelson, R. and AN. Tantawi, 'Approximate Analysis of Fork/Join Synchronization in Parallel Queues,' IEEE Transactions on Computers, Vol.37, No.6(1988), pp.739-743 https://doi.org/10.1109/12.2213
  10. Seidel, W, KV. Kocemba, and K Mitreiter, 'On a Taylor Series Expansion for Waiting Times in Tandem Queues : an Algorithm for Calculating the Coefficients and an Investigation of the Approximation error,' Performance Evaluation, Vol.38(1999), pp.153-173
  11. Shaked, M. and J.G. Shanthikumar, Stochastic Orders and Their Applications, Academic Press, 1994
  12. Henk, C., Tijms, Stochastic Models : An algorithmic Approach, Wiley, 1994