Skip to main content

Modeling and Performance Analysis of Elastic Traffic with Minimum Rate Guarantee Transmission Under Network Slicing

  • Conference paper
  • First Online:

Part of the book series: Lecture Notes in Computer Science ((LNCCN,volume 11660))

Abstract

The technology of network slicing allows network resources to be distributed among virtual mobile operators in the context of a general increase in the amount of information transmitted. It is important to guarantee the quality of service requirements for user delays. For effective resource sharing, a mathematical and simulation model of a queuing system with elastic traffic, finite queue, and a finite number of sources has been developed. A numerical analysis of such characteristics as the average time and the average number of requests in the system, the share of resource utilization was performed.

The publication has been prepared with the support of the “RUDN University Program 5-100” (recipients A.V., I.G., mathematical model development). The reported study was funded by RFBR, project numbers 18-00-01555(18-00-01685) and No. 18-07-00576 (recipient I.G., simulation model development and numerical analysis).

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

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   54.99
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

Learn about institutional subscriptions

References

  1. Zhang, H., Liu, N., Chu, X., Long, K., Aghvami, A.-H., Leung, V.C.M.: Network slicing based 5G and future mobile networks: mobility, resource management, and challenges. IEEE Commun. Mag. 55(8), 138–145 (2017). Art. no. 8004168

    Article  Google Scholar 

  2. 3GPP TS 23.501 V15.4.0 - System architecture for the 5G System (5GS)

    Google Scholar 

  3. GB999 User Guide for Network Slice Management R18.5.1

    Google Scholar 

  4. Ordonez-Lucena, J., Ameigeiras, P., Lopez, D., Ramos-Munoz, J.J., Lorca, J., Folgueira, J.: Network Slicing for 5G with SDN/NFV: concepts, architectures, and challenges. IEEE Commun. Mag. 55(5), 80–87 (2017). art. no. 7926921

    Article  Google Scholar 

  5. Khatibi, S., Caeiro, L., Ferreira, L.S., Correia, L.M., Nikaein, N.: Modelling and implementation of virtual radio resources management for 5G Cloud RAN. Eurasip Journal on Wireless Communications and Networking (1) (2017), art. no. 128

    Google Scholar 

  6. Foukas, X., Patounas, G., Elmokashfi, A., Marina, M.K.: Network slicing in 5G: survey and challenges. IEEE Commun. Mag. 55(5), 94–100 (2017). art. no. 7926923

    Article  Google Scholar 

  7. ITU-T Rec. Y.0.3101 - Requirements of the IMT-2020 network, Jan 2018

    Google Scholar 

  8. Lieto, A., Malanchini, I., Capone, A.: enabling dynamic resource sharing for slice customization in 5G networks. In: 2018 IEEE Global Communications Conference, GLOBECOM 2018 - Proceedings (2019). art. no. 8647249

    Google Scholar 

  9. Lee, Y.L., Loo, J., Chuah, T.C., Wang, L.-C.: Dynamic network slicing for multitenant heterogeneous cloud radio access networks. IEEE Trans. Wirel. Commun. 17(4), 2146–2161 (2018)

    Article  Google Scholar 

  10. Rouzbehani, B., Correia, L.M., Caeiro, L.: An optimised RRM approach with multi-tenant performance isolation in virtual RANs. In: IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC, 2018 September (2018). art. no. 8581050

    Google Scholar 

  11. Rouzbehani, B., Correia, L.M., Caeiro, L.: A modified proportional fair radio resource management scheme in virtual RANs. In: EuCNC 2017 - European Conference on Networks and Communications (2017). art. no. 7980724

    Google Scholar 

  12. Caballero, P., Banchs, A., De Veciana, G., Costa-Perez, X., Azcorra, A.: Network slicing for guaranteed rate services: admission control and resource allocation games. IEEE Trans. Wirel. Commun. 17(10), 6419–6432 (2018). art. no. 8424561

    Article  Google Scholar 

  13. Samouylov, K.E., Gudkova, I.A.: Recursive computation for a multi-rate model with elastic traffic and minimum rate guarantees. In: 2010 International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, ICUMT 2010, pp. 1065–1072 (2010). art. no. 5676509

    Google Scholar 

  14. Gudkova, I.A., Markova, E.V., Abaev, P.O., Antonova, V.M.: Analytical modelling and simulation of admission control scheme for non-real time services in LTE networks. In: Proceedings - 29th European Conference on Modelling and Simulation, ECMS 2015, pp. 689–695 (2015)

    Google Scholar 

  15. Khatibi, S.: Radio Resource Management Strategies in Virtual Networks. Thesis approved in public session to obtain Ph.D. degree in Electrical and Computer Engineering - 2016

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Irina Gudkova .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2019 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Vlaskina, A., Polyakov, N., Gudkova, I. (2019). Modeling and Performance Analysis of Elastic Traffic with Minimum Rate Guarantee Transmission Under Network Slicing. In: Galinina, O., Andreev, S., Balandin, S., Koucheryavy, Y. (eds) Internet of Things, Smart Spaces, and Next Generation Networks and Systems. NEW2AN ruSMART 2019 2019. Lecture Notes in Computer Science(), vol 11660. Springer, Cham. https://doi.org/10.1007/978-3-030-30859-9_54

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-30859-9_54

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-30858-2

  • Online ISBN: 978-3-030-30859-9

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics