Skip to main content

Network Load Minimization-Based Virtual Network Embedding Algorithm for Software-Defined Networking

  • Conference paper
  • First Online:
Communications and Networking (ChinaCom 2018)

Abstract

In a network virtualization-enabled software-defined networking (SDN), the problem of virtual network embedding (VNE) is a major concern. Although a number of VNE algorithms have been proposed, they fail to consider the efficient utilization of substrate resources or the network load extensively, thus resulting in less efficient utilization of substrate resources or higher blocking ratio of the virtual networks. In this paper, we study the problem of mapping a number of virtual networks in SDN and formulate the VNE problem as a network load minimization problem. Since the formulated optimization problem is NP-hard and it cannot be solved conveniently, we propose a two-stage VNE algorithm consisting of node mapping stage and link mapping stage. Numerical results demonstrate that the effectiveness of our proposed algorithm.

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 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

Institutional subscriptions

References

  1. Chowdhury, N.M.K., Boutaba, R.: Network virtualization: state of the art and research challenges. IEEE Commun. Mag. 47(7), 20–26 (2009)

    Article  Google Scholar 

  2. Mijumbi, R., Serrat, J., Gorricho, J.L., Bouten, N., De Turck, F., Boutaba, R.: Network function virtualization: state-of-the-art and research challenges. IEEE Commun. Surv. Tutor. 18(1), 236–262 (2016)

    Article  Google Scholar 

  3. Fischer, A., de Meer, H.: Generating virtual network embedding problems with guaranteed solutions. IEEE Trans. Netw. Serv. Manag. 13(3), 504–517 (2016)

    Article  Google Scholar 

  4. Su, S., Zhang, Z., Liu, A.X., Cheng, X., Wang, Y., Zhao, X.: Energy-aware virtual network embedding. IEEE Trans. Netw. 22(5), 1607–1620 (2014)

    Article  Google Scholar 

  5. Rodriguez, E., Alkmim, G.P., Fonseca, N., Batista, D.: Energy-aware mapping and live migration of virtual networks. IEEE Syst. J. 11(2), 637–648 (2017)

    Article  Google Scholar 

  6. Chen, X., Li, C., Jiang, Y.: Optimization model and algorithm for energy efficient virtual node embedding. IEEE Commun. Lett. 7(9), 1327–1330 (2015)

    Article  Google Scholar 

  7. Gong, L., Jiang, H., Wang, Y., Zhu, Z.: Novel location-constrained virtual network embedding LC-VNE algorithms towards integrated node and link mapping. IEEE/ACM Trans. Netw. 24(6), 3648–3661 (2016)

    Article  Google Scholar 

  8. Jarray, A., Karmouch, A.: Decomposition approaches for virtual network embedding with one-shot node and link mapping. IEEE/ACM Trans. Netw. 23(3), 1012–1025 (2015)

    Article  Google Scholar 

  9. Gao, X., Ye, Z., Fan, J., Zhong, W., Zhao, Y.: Virtual network mapping for multicast services with max-min fairnessof reliability. IEEE/OSA J. Opt. Commun. Netw. 7(9), 942–951 (2015)

    Article  Google Scholar 

  10. Esposito, F., Paola, D.D., Matta, I.: On distributed virtual network embedding with guarantees. IEEE/ACM Trans. Netw. 24(1), 569–582 (2016)

    Article  Google Scholar 

  11. Huang, H., Li, S., Han, K., Sun, Q., Hu, D., Zhu, Z.: Embedding virtual software-defined networks over distributed hypervisors for vDC formulation. In: IEEE ICC, Paris, pp. 1–6 (2017)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Desheng Xie .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2019 ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Xie, D., Chai, R., Mao, M., Chen, Q., Jin, C. (2019). Network Load Minimization-Based Virtual Network Embedding Algorithm for Software-Defined Networking. In: Liu, X., Cheng, D., Jinfeng, L. (eds) Communications and Networking. ChinaCom 2018. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 262. Springer, Cham. https://doi.org/10.1007/978-3-030-06161-6_26

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-06161-6_26

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-06160-9

  • Online ISBN: 978-3-030-06161-6

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics