Skip to main content

Construction and Analysis of a Queueing Model with Service Prioritization for 5G Systems with Customizable Network Slice Instances

  • Conference paper
  • First Online:
Distributed Computer and Communication Networks: Control, Computation, Communications (DCCN 2022)

Abstract

The rapid deployment of the fifth generation (5G) of wireless systems since 2020 is profoundly transforming the telecommunication area, paving the way for new-generation networks that include more devices and services, are more reliable and enable faster communication. The network slicing (NS) technology, considered as one of the 5G systems’ key features, allows the operation of several virtual networks called network slice instances (NSIs) on top of the same physical infrastructure, e.g. a base station. NSIs are specifically built to provide unique service types, i.e. the guaranteed bit rate (GBR), the best effort with minimum guaranteed (BG) or the best effort (BE). Furthermore, ensuring a satisfactory quality of service (QoS) level under NS technology is an important task, that may require to use the NSIs’ isolation concept. In this paper, a queueing system model for analyzing the operation of three 5G NSIs under a preemption-based scheduler maintaining the required QoS levels is proposed. The system’s key performance indicators (KPIs) are defined and computed. A numerical example of the system’s functioning is provided.

This research was funded by the Russian Science Foundation grant number 22-79-10053 (https://rscf.ru/en/project/22-79-10053/).

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 69.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 89.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. 5G industry campus network deployment guideline. Official Document NG.123, GSM Association (GSMA), October 2021. version 2.0

    Google Scholar 

  2. Aldemir, S., Şadi, Y., Erküçük, S., Okumuş, F.B.: NOMA-based radio resource allocation for machine type communications in 5G and beyond cellular networks. In: 2021 29th Signal Processing and Communications Applications Conference (SIU), pp. 1–4 (2021). https://doi.org/10.1109/SIU53274.2021.9477699

  3. Basharin, G.P., Gaidamaka, Y.V., Samouylov, K.E.: Mathematical theory of teletraffic and its application to the analysis of multiservice communication of next generation networks. Autom. Control. Comput. Sci. 47(2), 62–69 (2013). https://doi.org/10.3103/S0146411613020028

    Article  Google Scholar 

  4. Chen, C., Tian, H., Nie, G.: Fairness resource allocation scheme for GBR services in downlink SCMA system. In: 2020 IEEE/CIC International Conference on Communications in China (ICCC), pp. 190–195 (2020). https://doi.org/10.1109/ICCC49849.2020.9238827

  5. Devlin, K.: The Joy of Sets. Undergraduate Texts in Mathematics. Springer, New York (1993). https://doi.org/10.1007/978-1-4612-0903-4

  6. Khatibi, S.: Radio Resource Management Strategies in Virtual Networks. Ph.D. thesis, University of Lisbon (2016). https://grow.tecnico.ulisboa.pt/wp-content/uploads/2016/08/Thesis_sina_khatibi_IST172360.pdf

  7. Li, Y., Wang, Y., Jin, Y., Cheng, X., Xu, L., Liu, G.: Research on wireless resource management and scheduling for 5G network slice. In: 2021 International Wireless Communications and Mobile Computing (IWCMC), pp. 508–513 (2021). https://doi.org/10.1109/IWCMC51323.2021.9498806

  8. Luu, Q.T., Kerboeuf, S., Kieffer, M.: Admission control and resource reservation for prioritized slice requests with guaranteed SLA under uncertainties. IEEE Trans. Netw. Serv. Manage. (2022). https://doi.org/10.1109/TNSM.2022.3160352

    Article  Google Scholar 

  9. Marabissi, D., Fantacci, R.: Highly flexible RAN slicing approach to manage isolation, priority, efficiency. IEEE Access 7, 97130–97142 (2019). https://doi.org/10.1109/ACCESS.2019.2929732

    Article  Google Scholar 

  10. Meredith, J.M., Firmin, F., Pope, M.: Release 16 Description; Summary of Rel-16 Work Items. Technical report (TR) 21.916, 3rd Generation Partnership Project (3GPP), January 2022. version 16.1.0

    Google Scholar 

  11. Meredith, J.M., Soveri, M.C., Pope, M.: Management and orchestration; 5G end to end Key Performance Indicators (KPI). Technical specification (TS) 28.554, 3rd Generation Partnership Project (3GPP), March 2022. version 17.6.0

    Google Scholar 

  12. Mohgan, P.D., Das, D.: Efficient way of Non-GBR, high latency GTP-U packet transmission in 4G and 5G networks. In: 2021 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT), pp. 1–4 (2021). https://doi.org/10.1109/CONECCT52877.2021.9622673

  13. Naddeh, N., Jemaa, S.B., Eddine Elayoubi, S., Chahed, T.: Proactive RAN resource reservation for URLLC vehicular slice. In: 2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring), pp. 1–5 (2021). https://doi.org/10.1109/VTC2021-Spring51267.2021.9448703

  14. Stepanov, S.N.: Theory of Teletraffic: Concepts, Models, Applications [Teoriya teletraffika: kontseptsii, modeli, prilozheniya]. Goryachaya Liniya-Telekom, Moscow (2015). in Russian

    Google Scholar 

  15. Sultan, A., Pope, M.: Feasibility study on new services and markets technology enablers for network operation; Stage 1. Technical report (TR) 22.864, 3rd Generation Partnership Project (3GPP), September 2016. version 15.0.0

    Google Scholar 

  16. Yarkina, N., Gaidamaka, Y., Correia, L.M., Samouylov, K.: An analytical model for 5G network resource sharing with flexible SLA-oriented slice isolation. Mathematics. 8(7), 1177 (2020). https://doi.org/10.3390/math8071177

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Y. Adou .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2022 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Adou, Y., Markova, E., Gaidamaka, Y.V. (2022). Construction and Analysis of a Queueing Model with Service Prioritization for 5G Systems with Customizable Network Slice Instances. In: Vishnevskiy, V.M., Samouylov, K.E., Kozyrev, D.V. (eds) Distributed Computer and Communication Networks: Control, Computation, Communications. DCCN 2022. Lecture Notes in Computer Science, vol 13766 . Springer, Cham. https://doi.org/10.1007/978-3-031-23207-7_4

Download citation

  • DOI: https://doi.org/10.1007/978-3-031-23207-7_4

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-031-23206-0

  • Online ISBN: 978-3-031-23207-7

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics