Skip to main content

Robust Congestion Control in NFVs and WSDNs with Propagation Delay and External Interference

  • Conference paper
  • First Online:
  • 1113 Accesses

Abstract

In today’s networks, two new concepts have emerged aiming at cost reduction and control network congestion, namely Network Functions Virtualization (NFV) and Software Defined Networking (SDN). NFV proposes to run the network functions as software instances on datacenters (DC), while SDN presents a new network architecture where the control plane is shifted to a centralized controller. Wireless Software Defined Networking (WSDN) is considered based on the wireless environments, such as propagation delay and external interference. It is critical to keep the network stable at the ideal stable state during congestion control. However, stability control is insufficient to achieve these aims in the presence of propagation delay and external interference.

In this paper, we propose robust congestion control to tackle these problems. Firstly, the traditional WNCS model is introduced to present a basic control model with delay. Then, a robust congestion control model in NFVs and WSDNs is presented, which is extended the traditional WNCS model by utilizing Lyapunov-Krasovskii functionals. Next, Lyapunov-Krasovskii functionals and linear matrix inequalities (LMIs) are adopted to analyze system stabilization with external disturbance. The sufficient conditions are formulated by Linear Matrix Inequalities (LMIs). Finally, a numerical simulation is conducted to indicate the effectiveness of the proposed scheme.

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

References

  1. Basta, A., Kellerer, W., Hoffmann, M., Morper, H.J., Hoffmann, K.: Applying NFV and SDN to LTE mobile core gateways, the functions placement problem. In: Proceedings of the 4th Workshop on all Things Cellular: Operations, Applications, Challenges, pp. 33–38. ACM (2014)

    Google Scholar 

  2. Gember-Jacobson, A., Viswanathan, R., Prakash, C., Grandl, R., Khalid, J., Das, S., Akella, A.: OpenNF: enabling innovation in network function control. ACM SIGCOMM Comput. Commun. Rev. 44(4), 163–174 (2015)

    Article  Google Scholar 

  3. Ferrer Riera, J., Escalona, E., Batalle, J., Grasa, E., Garcia-Espin, J.A.: Virtual network function scheduling: Concept and challenges. In: International Conference on Smart Communications in Network Technologies (SaCoNeT), pp. 1–5. IEEE (2014)

    Google Scholar 

  4. Anwer, B., Benson, T., Feamster, N., Levin, D., Rexford, J.: A slick control plane for network middleboxes. In: Proceedings of the Second ACM SIGCOMM Workshop on Hot Topics in Software Defined Networking, pp. 147–148. ACM (2013)

    Google Scholar 

  5. Agarwal, S., Kodialam, M., Lakshman, T.V.: Traffic engineering in software defined networks. In: INFOCOM, 2013 Proceedings IEEE, pp. 2211–2219. IEEE (2013)

    Google Scholar 

  6. McKeown, N., Anderson, T., Balakrishnan, H., Parulkar, G., Peterson, L., Rexford, J., Turner, J.: OpenFlow: enabling innovation in campus networks. ACM SIGCOMM Comput. Commun. Rev. 38(2), 69–74 (2008)

    Article  Google Scholar 

  7. Tomovic, S., Prasad, N., Radusinovic, I.: SDN control framework for QoS provisioning. In: Telecommun. Forum Telfor (TELFOR), pp. 111–114. IEEE (2014)

    Google Scholar 

  8. Nam, H., Calin, D., Schulzrinne, H.: Intelligent content delivery over wireless via SDN. In: 2015 IEEE Wireless Communications and Networking Conference (WCNC), pp. 2185–2190. IEEE (2015)

    Google Scholar 

  9. Caria, M., Jukan, A., Hoffmann, M.: A performance study of network migration to SDN-enabled traffic engineering. In: 2013 IEEE Global Communications Conference (GLOBECOM), pp. 1391–1396. IEEE (2013)

    Google Scholar 

  10. Yu, X., Tomsovic, K.: Application of linear matrix inequalities for load frequency control with communication delays. IEEE Trans. Power Syst. 19(3), 1508–1515 (2004)

    Article  Google Scholar 

  11. Yang, L., Guan, X.P., Long, C.N., Luo, X.Y.: Feedback stabilization over wireless network using adaptive coded modulation. Int. J. Autom. Comput. 5(4), 381–388 (2008)

    Article  Google Scholar 

  12. Lpez-Rodrguez, F., Campelo, D.R.: A robust SDN network architecture for service providers. In: IEEE Global Communications Conference, pp. 1903–1908. IEEE (2014)

    Google Scholar 

  13. Moon, Y.S., Park, P., Kwon, W.H., Lee, Y.S.: Delay-dependent robust stabilization of uncertain state-delayed systems. Int. J. Control 74(14), 1447–1455 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  14. Yue, D., Han, Q.L., Lam, J.: Network-based robust H\(\infty \) control of systems with uncertainty. Automatica 41(6), 999–1007 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  15. Lin, X., Hong, L., Jingyu, R.: Research on predictive control of stochastic network-induced delay for network control systems. In: 2011 Chinese Control and Decision Conference (CCDC), pp. 929–932. IEEE (2011)

    Google Scholar 

Download references

Acknowledgment

This work is supported by the 863 project (Grant Nos. 2014AA01A701); The National Natural Science Foundation of China (Grant Nos. 61271168, 61471104).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Xi Hu .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

About this paper

Cite this paper

Hu, X., Guo, W. (2018). Robust Congestion Control in NFVs and WSDNs with Propagation Delay and External Interference. In: Chen, Q., Meng, W., Zhao, L. (eds) Communications and Networking. ChinaCom 2016. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 210. Springer, Cham. https://doi.org/10.1007/978-3-319-66628-0_14

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-66628-0_14

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-66627-3

  • Online ISBN: 978-3-319-66628-0

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics