Abstract
In the paper characteristics of an open queueing network with correlated input Markovian arrival processes and phase type distribution of service time in the nodes are studied. The developed methodology is used for the performance evaluation of broadband wireless networks with linear topology. A comparison study of numeric results of analytic modelling and simulation is carried out. To study open queueing networks with MAP input a pyQuMo library has been developed using Python 3 language. The library provides a means for model description, model properties computations by taking advantage of an analytical approach, and simulation as well as results visualisation.
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Acknowledgments
This work has been financially supported by the Russian Science Foundation and the Department of Science and Technology (India) via grant #16-49-02021 for the joint research project by the V.A. Trapeznikov Institute of control Sciences and the CMS College Kottayam.
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Vishnevski, V., Larionov, A., Ivanov, R. (2016). An Open Queueing Network with a Correlated Input Arrival Process for Broadband Wireless Network Performance Evaluation. In: Dudin, A., Gortsev, A., Nazarov, A., Yakupov, R. (eds) Information Technologies and Mathematical Modelling - Queueing Theory and Applications. ITMM 2016. Communications in Computer and Information Science, vol 638. Springer, Cham. https://doi.org/10.1007/978-3-319-44615-8_31
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DOI: https://doi.org/10.1007/978-3-319-44615-8_31
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