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Significant Simulation Parameters for RESTART/LRE Method in Teletraffic Systems of Network of Queues

  • Elena IvanovaEmail author
  • Teodor Iliev
  • Grigor Mihaylov
  • Radomir Rashkov
Conference paper
Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 466)

Abstract

The blocking events, overflows and losses in telecommunications, especially in systems with very low probability, are one of the major estimation problems. Speed-up simulation is the most convenient method for estimation of rare events. The speed-up simulation in this investigation is done with one of the splitting methods—RESTART with implementation of LRE. The main purpose of the research is to determine the significant parameters for speed-up simulation of network of queues: tandem and parallel queues.

Keywords

RESTART LRE Rare event Tandem queues Parallel queues 

References

  1. 1.
    L’Ecuyer, P., Demers, V., Tuffin, B.: Rare events, splitting, and quasi-Monte Carlo. J. ACM Trans. Model. Comput. Simul. 17(2), 1–44, Art. 9 (2007)CrossRefGoogle Scholar
  2. 2.
    Görg, C., Schreiber, F.: The RESTART/LRE method for rare event simulation. In: 28th Winter Simulation Conference, pp. 390–397. IEEE Press, Coronado (1996)Google Scholar
  3. 3.
    Ivanova, E.: Modeling of traffic in broadband convergence networks, Ph.D. Thesis, University of Ruse Press, Ruse (2013)Google Scholar
  4. 4.
    Mitkov, A.: Theory of Experiments. University of Ruse Press, Ruse (2010)Google Scholar
  5. 5.
    Radev, D.: Teletraffic Engineering. University of Ruse Press, Ruse (2012)Google Scholar
  6. 6.
    Ivanova, E., Iliev, T., Mihaylov, Gr., Stoyanov, I., Tsvetanov, F., Otsetova, E., Radev, D.: Computer modeling and simulation of teletraffic models for 5G networks. In: 38th International Convention on Information and Telecommunication Technology, Electronics and Microelectronics, pp. 479–482, MIPRO, Opatija, (2015)Google Scholar
  7. 7.
    Radev, D., Iliev, M., Arabadjieva, I.: RESTART Simulation in ATM networks with tandem queue. In: Proceedings of the International Conference Automatics and Informatics, pp. 37–40, UAI, Sofia (2004)Google Scholar
  8. 8.
    Boer, P.: Analysis and efficient simulation of queuing models of telecommunication systems. Ph.D. thesis, University of Twente (2000.)Google Scholar
  9. 9.
    Bucklew, J.A.: Introduction to Rare Event Simulation. Springer Series in Statistics, Springer, New York (2004)CrossRefGoogle Scholar
  10. 10.
    Bueno, D., Srinivasan, R., Nicola, V., van Etten, W., Tattje, H.: Adaptive importance sampling for performance evaluation and parameter optimization of communication systems. J. IEEE Trans. Commun. 48(4), 557–565 (2000)CrossRefGoogle Scholar
  11. 11.
    Cerou, F., Guyader, A.: Adaptive multilevel splitting for rare event analysis. Research Report, RR-5710, INRIA (2000)Google Scholar
  12. 12.
    Garvels, M., Kroese, D.P.: A comparison of RESTART implementations. In: 30th 1998 Winter Simulation Conference, pp. 601–609. IEEE Press, Washington (1998)Google Scholar
  13. 13.
    Garvels, M.: The splitting method in rare event simulation. Ph.D. thesis, University of Twente (2000)Google Scholar

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© Springer International Publishing Switzerland 2016

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Authors and Affiliations

  • Elena Ivanova
    • 1
    Email author
  • Teodor Iliev
    • 1
  • Grigor Mihaylov
    • 1
  • Radomir Rashkov
    • 2
  1. 1.Department of TelecommunicationUniversity of RuseRuseBulgaria
  2. 2.Inter Engineering 10 LtdRazgradBulgaria

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