Abstract
Qualitative and quantitative indicators quality of functioning multiservice telecommunication networks based on ICT technology of the digital economy, using the concept NGN (Next Generation Network) and FN (Future Network) in terms of the properties self-similar traffic, are analyzed. Self-similarity of traffic has a significant impact on the quality of communication. In this case, research is mainly focused on the statistical characteristics of queues, since buffering and throughputs are the main resource provisioning strategy of communication networks. And it turns out that traditional queuing analysis based on the Poisson flow assumption cannot accurately predict system performance under conditions of self-similar traffic. Important directions for the development NGN and FN multiservice networks based on end-to-end digital technologies in the digital economy are studied. The tasks multi rate service systems, a sufficient amount information and network resources, which provide indicators quality of functioning networks, both indicators quality of service (QoS) and indicators quality of experience (QoE), are considered. Based on the model, analytical expressions are obtained for evaluating the performance indicators hardware-software complexes of a communication system, taking into account the properties self-similar traffic.
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References
Giordani, M., Mezzavilla, M., Zorzi, M.: Initial access in 5G mm wave cellular networks. IEEE Commun. Mag. 54, 40–47 (2016)
Ibrahimov, B.G., Tagiyev, A.D.: Mathematical model for optimizing the efficiency of the functioning multiservice communication networks on base SDN & NFV technologies. In: Proceedings International Conference “Engineering Management of Communication and Technology”, IEEE Conference, pp. 1–4. Springer, Cham (2021)
Shelukhin, O.I.: Modeling of Information Systems. Textbook for universities, p. 516. M: Hot line - Telecom (2018)
Ibrahimov, B.G., Alieva, A.A.: Research and analysis indicators of the quality of service multimedia traffic using fuzzy logic. In: Aliev, R.A., Kacprzyk, J., Pedrycz, W., Jamshidi, Mo., Babanli, M., Sadikoglu, F.M. (eds.) ICAFS 2020. AISC, vol. 1306, pp. 773–780. Springer, Cham (2021). https://doi.org/10.1007/978-3-030-64058-3_97
Galkin, A.M., Simonina, O.A., Yanovsky, G.G.: Analysis of the characteristics NGN networks, taking into account the properties traffic self-similarity, Elektrosvyaz, no. 12, pp. 23–25 (2010)
Ibrahimov, B.G., Humbatov, R.T., Ibrahimov, R.F.: Analysis performance multiservice telecommunication networks with using architectural concept future networks. T-Comm. 6(12), 84–88 (2018)
Yusifbayli, N.A., Guliyev, H., Aliyev, A.: Voltage control system for electrical networks based on fuzzy sets. In: Aliev, R.A., Yusupbekov, N.R., Kacprzyk, J., Pedrycz, W., Sadikoglu, F.M. (eds.) 11th World Conference “Intelligent System for Industrial Automation” (WCIS-2020). WCIS 2020. Advances in Intelligent Systems and Computing, vol 1323, pp.55–63. Springer, Cham (2021). https://doi.org/10.1007/978-3-030-68004-6_8
Ibrahimov, B.G.: Research and estimation characteristics of terminal equipiment a link multiservice communication networks. Autom. Control. Comput. Sci. 46(6), 54–59 (2010)
Kreutz D., Ramos F., Verissimo P., Rothenberg C., Azodolmolky S., Uhlig S.: Software-defined networking: a comprehensive survey. Proc. IEEE 103(1), 14–76 (2015)
Ibrahimov, B.G., Namazov M.B., Quliev M.N.: Analysis performance indicators network multiservice infrastructure using innovative technologies. In: Proceedings of the 7-th International Conference on Control and Optimization with Industrial Applications, Vol. 2, 176–178 (2020)
Ismibayli, E.G., Islamov, I.J.: New approach to definition of potential of the electric field created by set distribution in space of electric charges. IFAC-PapersOnLine 51(30), 410–414 (2018)
Ibrahimov, B.G., Ismaylova, S.R.: Research and analysis performance indicators multiservice signal networks NGN/IMS. Int. J. Eng. Sci. Res. Technol. 6(12), 295–300 (2017)
Xiong, B., Yang, K., Zhao, J., Li, W., Li, K.: Performance evaluation of OpenFlow-based soft-ware-defined networks based on queueing model. Comput. Netw. 102, 172–185 (2016)
Ibrahimov, B.G., Tagiyev, A.D., Aliyeva A.A.: Research and analysis of the functioning quality of hardware and software complexes automotive service systems with using logistic approach. In: Proceedings International Conference on Problems of Logıstıcs, Management and Operatıon in the East-West Transport Corrıdor, pp. 64–69 (2021)
Naumov, V.A., Samuilov, K.E., Samuilov, A.K.: On the total amount of resources occupied by serviced customers. Autom. Remote. Control. 77(8), 1419–1427 (2016). https://doi.org/10.1134/S0005117916080087
Gasimov, V.A.: The modified method of the least significant bits for reliable information hiding in graphic files. Int. J. Inf. Secur. Sci. 8(1), 1–10 (2019)
Perrot, N., Reynaud, T.: Optimal placement of controllers in a resilient SDN Architecture. In: 12th International Conference on the Design of Reliable Communication Networks, pp. 145–151 (2016)
Evans, J.W., Filsfils, C.: Deploying IP and MPLS QoS forMultiservice Networks: Theory & Practice, p. 456. Morgan Kaufmann Published, Cambridge (2010)
Tatarnikova, T.M., Volskiy, A.V.: Estimation of probabilistic-temporal characteristics of network nodes with traffic differentiation. Inf. Contr. Syst. 3, 54–60 (2018)
Coker, O., Azodolmolky, S.: Software-defined Networking with Openflow–, 2nd edn., p. 246. Packt Publishing Limited, Birmingham (2017)
Islamov, I.J., Ismibayli, E.G., Hasanov, M.H., Gaziyev, Y.G., Ahmadova, S.R., Abdullayev, R.: Calculation of the electromagnetic field of a rectangular waveguide with chiral medium. Progr. Electromagnet. Res. 84, 97–114 (2019)
Islamov, I.J., Ismibayli, E.G.: Experimental study of characteristics of microwave devices transition from rectangular waveguide to the megaphone. IFAC-PapersOnLine 51(30), 477–479 (2018)
Islamov, I.J., Ismibayli, E.G., Gaziyev, Y.G., Ahmadova, S.R., Abdullayev, R.: Modeling of the electromagnetic feld of a rectangular waveguide with side holes. Prog. Electromagn. Res. 81, 127–132 (2019)
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Ibrahimov, B.G., Hasanov, M.H., Tagiyev, A.D. (2023). Analysis Efficiency Characteristics Multiservice Telecommunication Networks Taking into the Account of Properties Self-similar Traffic. In: Hemanth, D.J., Yigit, T., Kose, U., Guvenc, U. (eds) 4th International Conference on Artificial Intelligence and Applied Mathematics in Engineering. ICAIAME 2022. Engineering Cyber-Physical Systems and Critical Infrastructures, vol 7. Springer, Cham. https://doi.org/10.1007/978-3-031-31956-3_40
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