Recommendations for Using QPN Formalism for Preparation of Incoming Request Stream Generator in Modeled System

Simulation models are elements of science that use software tools to solve complex mathematical problems. They are beneficial in areas such as performance engineering and communications systems. Nevertheless, to achieve more accurate results, researchers should use more detailed models. Having an an...

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Main Authors: Tomasz Rak, Dariusz Rzonca
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/11/23/11532
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author Tomasz Rak
Dariusz Rzonca
author_facet Tomasz Rak
Dariusz Rzonca
author_sort Tomasz Rak
collection DOAJ
description Simulation models are elements of science that use software tools to solve complex mathematical problems. They are beneficial in areas such as performance engineering and communications systems. Nevertheless, to achieve more accurate results, researchers should use more detailed models. Having an analysis of the system operations in the early modeling phases could help one make better decisions relating to the solution. In this paper, we introduce the use of the QPME tool, based on queueing Petri nets, to model the system stream generator. This formalism was not considered during the first tool development. As a result of the analysis, an alternative design model is proposed. By comparing the behavior of the proposed generator against the one already developed, a better adjustment of the stream to the customer’s needs was obtained. The study results show that appropriately adjusting queueing Petri net models can help produce better streams of data (tokens).
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spelling doaj.art-b0a2f65a6a954e0fabb7834f8718f36c2023-11-23T02:09:49ZengMDPI AGApplied Sciences2076-34172021-12-0111231153210.3390/app112311532Recommendations for Using QPN Formalism for Preparation of Incoming Request Stream Generator in Modeled SystemTomasz Rak0Dariusz Rzonca1Department of Computer and Control Engineering, Rzeszow University of Technology, Powstancow Warszawy 12, 35-959 Rzeszow, PolandDepartment of Computer and Control Engineering, Rzeszow University of Technology, Powstancow Warszawy 12, 35-959 Rzeszow, PolandSimulation models are elements of science that use software tools to solve complex mathematical problems. They are beneficial in areas such as performance engineering and communications systems. Nevertheless, to achieve more accurate results, researchers should use more detailed models. Having an analysis of the system operations in the early modeling phases could help one make better decisions relating to the solution. In this paper, we introduce the use of the QPME tool, based on queueing Petri nets, to model the system stream generator. This formalism was not considered during the first tool development. As a result of the analysis, an alternative design model is proposed. By comparing the behavior of the proposed generator against the one already developed, a better adjustment of the stream to the customer’s needs was obtained. The study results show that appropriately adjusting queueing Petri net models can help produce better streams of data (tokens).https://www.mdpi.com/2076-3417/11/23/11532colored Petri netsqueueing Petri netsstream generator
spellingShingle Tomasz Rak
Dariusz Rzonca
Recommendations for Using QPN Formalism for Preparation of Incoming Request Stream Generator in Modeled System
Applied Sciences
colored Petri nets
queueing Petri nets
stream generator
title Recommendations for Using QPN Formalism for Preparation of Incoming Request Stream Generator in Modeled System
title_full Recommendations for Using QPN Formalism for Preparation of Incoming Request Stream Generator in Modeled System
title_fullStr Recommendations for Using QPN Formalism for Preparation of Incoming Request Stream Generator in Modeled System
title_full_unstemmed Recommendations for Using QPN Formalism for Preparation of Incoming Request Stream Generator in Modeled System
title_short Recommendations for Using QPN Formalism for Preparation of Incoming Request Stream Generator in Modeled System
title_sort recommendations for using qpn formalism for preparation of incoming request stream generator in modeled system
topic colored Petri nets
queueing Petri nets
stream generator
url https://www.mdpi.com/2076-3417/11/23/11532
work_keys_str_mv AT tomaszrak recommendationsforusingqpnformalismforpreparationofincomingrequeststreamgeneratorinmodeledsystem
AT dariuszrzonca recommendationsforusingqpnformalismforpreparationofincomingrequeststreamgeneratorinmodeledsystem