The New Analytical Model of Free Resources in the Limited Availability Resources
DOI:
https://doi.org/10.26636/jtit.2023.4.1487Keywords:
analytical modeling, limited-availability group, multiservice system, networksAbstract
The article presents a new analytical model for determining the probability of availability of a certain amount of well-defined free resources (e.g. a link) in a group of dedicated resources (e.g. a group of links) jointly serving a mixture of different classes of multiservice traffic. The presented method can be used to model access to resources in data centres, in particular in the software-defined networks, assuming -- for reliability reasons -- that the user should have access to a certain minimum number of specific separated resources. The proposed analytical model was verified by appropriate simulation experiments, which confirmed the satisfactory accuracy of the results obtained.
Downloads
References
P. Andruloniw, K. Kowalik, B. Partyka, and P. Zwierzykowski, "Multi-layer QoE Learning System Implemented by Fiberhost", Applied Sciences, vol. 13, no. 4, art. no. 2300, 2023. DOI: https://doi.org/10.3390/app13042300
View in Google Scholar
K. Kowalik, P. Andruloniw, B. Partyka, and P. Zwierzykowski, "Telecom Operator’s Approach to QoE", Journal of Telecommunications and Information Technology, no. 2, pp. 26-34, 2022. DOI: https://doi.org/10.26636/jtit.2022.159522
View in Google Scholar
B. Nowak, M. Piechowiak, M. Stasiak, and P. Zwierzykowski, "An Analytical Model of a System with Priorities Servicing a Mixture of Different Elastic Traffic Streams", Bulletin of the Polish Academy of Sciences. Technical Sciences, vol. 68, no. 2, pp. 263-270, 2020.
View in Google Scholar
D. Aguilar, L. Erazo, P. Leon, and C. Aguilar, "Electronic Prototype for Measuring Network Parameters on the Service Offered Delivered by ISP", in: 2016 IEEE International Conference on Automatica (ICA-ACCA), Curico, Chile, 2016. DOI: https://doi.org/10.1109/ICA-ACCA.2016.7778428
View in Google Scholar
S. Hanczewski, M. Stasiak, and M. Weissenberg, "A Multiparameter Analytical Model of the Physical Infrastructure of a Cloud-Based System", IEEE Access, vol. 9, pp. 100981-100990, 2021. DOI: https://doi.org/10.1109/ACCESS.2021.3097157
View in Google Scholar
M. Stasiak, M. Sobieraj, and P. Zwierzykowski, "Modelling of Multi-service Switching Networks with Multicast Connections", IEEE Access, vol. 10, pp. 5359-5377, 2022. DOI: https://doi.org/10.1109/ACCESS.2022.3141689
View in Google Scholar
A. Al-Darrab, I. Al-Darrab, and A. Rushdi, "Software-defined Networking Load Distribution Technique for an Internet Service Provider", Journal of Network and Computer Applications, vol. 155, art. no. 102547, 2020. DOI: https://doi.org/10.1016/j.jnca.2020.102547
View in Google Scholar
W. Jiang, M. He, and W. Gu, "Internet Traffic Prediction with Distributed Multi-agent Learning", Applied System Innovation, vol. 5, no. 6, art. no. 121, 2022. DOI: https://doi.org/10.3390/asi5060121
View in Google Scholar
N. Ferdosian, M. Othman, K.Y. Lun, and B.M. Ali, "Overload-state Downlink Resource Scheduling and its Challenges Towards 5G Networks", in: 2016 IEEE 21st International Workshop on Computer Aided Modelling and Design of Communication Links and Networks (CAMAD), Toronto, Canada, 2016. DOI: https://doi.org/10.1109/CAMAD.2016.7790349
View in Google Scholar
T. Uhl, J. Klink, and C. Hoppe, "Suitability of Transport Techniques for Video Transmission in IP Networks", International Journal of Electronics and Telecommunications, vol. 66, no. 1, pp. 133-138, 2020.
View in Google Scholar
D. Strzeciwilk, "Performance Analysis of VoIP Data over IP Networks", International Journal of Electronics and Telecommunications, vol. 67, no. 4, pp. 743-750, 2021.
View in Google Scholar
M. Stasiak, M. Głąbowski, A. Wiśniewski, and P. Zwierzykowski, Modeling and Dimensioning of Mobile Wireless Networks: From GSM to LTE, John Wiley & Sons, 315 p., 2010. DOI: https://doi.org/10.1002/9780470976036
View in Google Scholar
P. Zwierzykowski, Modeling Traffic Management Mechanisms in Multi-service Mobile Networks (in Polish), Habilitation Thesis, Department of Electronics and Telecommunications, Poznan University of Technology, 2014.
View in Google Scholar
M. Stasiak, "Blocking Probability in a Limited-availability Group Carrying Mixture of Different Multichannel Traffic Streams", Annales Des Télécommunications, vol. 48, no. 1-2, pp. 71-76, 1993. DOI: https://doi.org/10.1007/BF03005233
View in Google Scholar
M. Głąbowski and M. Stasiak, "Multi-rate Model of the Group of Separated Transmission Links of Various Capacities", in Telecommunications and Networking - ICT 2004, pp. 1101-1106 (https://link.springer.com/chapter/10.1007/978-3-540-27824-5_143). DOI: https://doi.org/10.1007/978-3-540-27824-5_143
View in Google Scholar
M. Głąbowski, S. Hanczewski, M. Stasiak, and J. Weissenberg, "Modeling Erlang’s ideal grading with multi-rate BPP traffic", Mathematical Problems in Engineering, vol. 2012, pp. 1-35, 2012. DOI: https://doi.org/10.1155/2012/456910
View in Google Scholar
J. Roberts, "A service system with heterogeneous user requirements - application to multi-service telecommunications systems", in: Proceedings of Performance of Data Communications Systems and their Applications, pp. 423-431, 1981.
View in Google Scholar
M. Logothetis and I. Moscholios, Efficient Multirate Teletraffic Loss Models Beyond Erlang, John Wiley & Sons, 498 p., 2019. DOI: https://doi.org/10.1002/9781119426974
View in Google Scholar
Downloads
Published
Issue
Section
License
Copyright (c) 2023 Błażej Nowak, Maciej Stasiak, Piotr Zwierzykowski
This work is licensed under a Creative Commons Attribution 4.0 International License.
