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Timed Petri Nets for Modeling and Performance Evaluation of a Priority Queueing System

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  • Dariusz Strzęciwilk

    (Institute of Information Technology, Warsaw University of Life Sciences—SGGW, Nowoursynowska Str. 159, 02-776 Warsaw, Poland)

Abstract

The application of queueing theory is very broad. Examples include electronic communication systems and devices. New technologies, electronic communication systems, and devices are used by many modern organizations. However, this implies certain requirements and risks. The requirements are, first and foremost, reliability, which accounts for the complexity and interdependence of the system. On the other hand, the stochastic characteristics and complexity of these systems introduce risks related to the demands of reliability control, transmission quality, availability, and security. The research conducted so far is concerned with relatively simple queueing models that require certain assumptions to be made about the stochastic nature of the event stream. This is because complex queueing systems are very difficult to analyze using analytical methods. Hence, this paper attempts to use timed Petri nets in the modeling and performance evaluation of queueing systems belonging to the PQS (Priority Queueing System) group. IntServ and DiffServ architectures are discussed, as well as queueing systems used in quality-of-service assurance. A weighted PQS that eliminates the possibility of blocking lower-priority traffic is investigated. Based on a Petri model, the performance characteristics of the studied system are obtained. The impact of data generation on the system performance was analyzed, showing that temporal Petri nets can be effectively used in the modeling and performance evaluation of PQS systems.

Suggested Citation

  • Dariusz Strzęciwilk, 2023. "Timed Petri Nets for Modeling and Performance Evaluation of a Priority Queueing System," Energies, MDPI, vol. 16(23), pages 1-29, November.
    • Handle: RePEc:gam:jeners:v:16:y:2023:i:23:p:7690-:d:1284570
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    References listed on IDEAS

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    1. Halina Tarasiuk & Sławomir Hanczewski & Adam Kaliszan & Robert Szuman & Łukasz Ogrodowczyk & Iwo Olszewski & Michał Giertych & Piotr Wiśniewski, 2016. "The IPv6 QoS system implementation in virtual infrastructure," Telecommunication Systems: Modelling, Analysis, Design and Management, Springer, vol. 61(2), pages 221-233, February.
    2. Madhu Jain & Sandeep Kaur & Parminder Singh, 2021. "Supplementary variable technique (SVT) for non-Markovian single server queue with service interruption (QSI)," Operational Research, Springer, vol. 21(4), pages 2203-2246, December.
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