Nothing Special   »   [go: up one dir, main page]

Skip to main content

An On-Off MPTCP Congestion Control Algorithm for Streaming Services

  • Conference paper
  • First Online:
Systems, Software and Services Process Improvement (EuroSPI 2024)

Abstract

In this study, we introduce a congestion control (CC) algorithm for Multipath TCP (MPTCP) streaming services, designed using the principles of dynamical systems theory. The proposed nonlinear On-Off algorithm is intended to handle variable network conditions, maintaining stream consistency at the negotiated video rate despite unknown delay fluctuations. Additionally, the algorithm provides guidelines for buffer size allocation at the receiver. Comparative evaluations against existing MPTCP CC algorithms-LIA, OLIA, BaLIA, and wVegas-were conducted in open network environments using real devices and equipment. The results indicate that the On-Off controller reduces protocol delay, jitter, and Head-of-Line blocking, ensuring high-quality streaming in mobile networks.

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

Access this chapter

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 79.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 99.99
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

Similar content being viewed by others

References

  1. Cisco annual internet report (2018-2023) white paper (2020). https://www.cisco.com/c/en/us/solutions/collateral/executive-perspectives/annual-internet-report/white-paper-c11-741490.html

  2. Chen, J., Li, M., Wang, Q., Hu, W.: Improving video streaming with multipath tcp: performance evaluation and practical insights. IEEE Trans. Multimedia 16(4), 1094–1106 (2014). https://doi.org/10.1109/TMM.2014.2310628

    Article  Google Scholar 

  3. Chen, J., Li, M., Wang, Q., Hu, W.: Adaptive video streaming over multipath tcp: model and performance analysis. IEEE/ACM Trans. Netw. 25(4), 2183–2194 (2017). https://doi.org/10.1109/TNET.2017.2700229

    Article  Google Scholar 

  4. Farooq, M.O., Kunz, T., St-Hilaire, M.: Differentiated services based congestion control algorithm for wireless multimedia sensor networks, pp. 1–6. IEEE, Niagara Falls, ON, Canada (Oct 2011). https://doi.org/10.1109/WD.2011.6098182, http://ieeexplore.ieee.org/document/6098182/, Accessed 03 April 2024

  5. Hatakeyama, K., Osana, Y., Tanabe, M., Kuribayashi, S.I.: Proposed congestion control method reducing the size of required resource for all-ip networks, pp. 1–4. IEEE, Victoria, BC, Canada (Aug 2009). https://doi.org/10.1109/PACRIM.2009.5291413, http://ieeexplore.ieee.org/document/5291413/, Accessed 03 April 2024

  6. Ignaciuk, P., Morawski, M.: Discrete-time sliding-mode controllers for mptcp networks. IEEE Trans. Syst. Man Cybern. Syst. 51(10), 6029–6039 (2021). https://doi.org/10.1109/TSMC.2020.3008672

    Article  Google Scholar 

  7. Jurva, R., Ros, F., Eichinger, J., Manolakis, K., Altintas, O.: Vehicle-to-infrastructure communications in intelligent transportation systems. IEEE Veh. Technol. Mag. 13(2), 84–90 (2018). https://doi.org/10.1109/MVT.2018.2826051

    Article  Google Scholar 

  8. Kim, J., Yang, J., Han, S.L.: Multipath tcp for reliable uav communication in harsh environments. IEEE Commun. Mag. 58(3), 52–58 (2020). https://doi.org/10.1109/MCOM.001.1900565

    Article  Google Scholar 

  9. Kou, L., Wang, R., Chen, S.R.: A mptcp congestion control algorithm based on packet loss. In: Frontiers of Manufacturing Science and Measuring Technology III. Applied Mechanics and Materials, vol. 401, pp. 1760–1765. Trans Tech Publications Ltd (Dec2013).https://doi.org/10.4028/www.scientific.net/AMM.401-403.1760

  10. Lee, C.: Hcca for wireless mobile coverage networks. Indian J. Sci. Technol. 9(1), 1–8 (2016). https://doi.org/10.17485/ijst/2016/v9i46/107198

  11. Li, M., Yao, X., Li, W., Chen, Y.: Multipath tcp for autonomous vehicle communication: challenges and solutions. IEEE Internet Things J. 5(4), 2351–2359 (2018). https://doi.org/10.1109/JIOT.2018.2824827

    Article  Google Scholar 

  12. Lubna, T., Mahmud, I., Cho, Y.Z.: D-LIA: dynamic congestion control algorithm for MPTCP. ICT Express 6(4), 263–268 (2020). https://doi.org/10.1016/j.icte.2020.03.005, https://www.sciencedirect.com/science/article/pii/S2405959519304229

  13. Łuczak, ŁP., Ignaciuk, P., Morawski, M.: Evaluating mptcp congestion control algorithms: implications for streaming in open internet. Future Internet 15(10), 328 (2023). https://doi.org/10.3390/fi15100328

    Article  Google Scholar 

  14. Łuczak, Ł.P., Ignaciuk, P., Morawski, M.: Experimental assessment of mptcp congestion control algorithms for streaming services in open internet. In: 18th Conference on Computer Science and Intelligence Systems, pp. 353–358 (2023)

    Google Scholar 

  15. Morawski, M., Ignaciuk, P.: A green multipath tcp framework for industrial internet of things applications. Computer Networks 187, 107831 (2021). https://doi.org/10.1016/j.comnet.2021.107831

  16. Morawski, M., Ignaciuk, P.: Choosing a proper control strategy for multipath transmission in industry 4.0 applications. IEEE Trans. Indust. Inform. 18(6), 3609–3619 (2022).https://doi.org/10.1109/TII.2021.3105499

  17. Mudassir, M.U., Baig, M.I.: Mfvl hcca: a modified fast-vegas-lia hybrid congestion control algorithm for mptcp traffic flows in multihomed smart gas iot networks. Electronics 10(6) (2021).https://doi.org/10.3390/electronics10060711, https://www.mdpi.com/2079-9292/10/6/711

  18. Qian, F., Wang, X., Zhang, Y.: Real-time communication in autonomous vehicles using multipath tcp. IEEE Trans. Intell. Transp. Syst. 20(5), 1975–1985 (2019). https://doi.org/10.1109/TITS.2018.2868780

    Article  Google Scholar 

  19. Raiciu, C., Handley, M., Wischik, D.: Coupled congestion control for multipath transport protocols. Tech. rep. (Oct 2011), https://www.rfc-editor.org/info/rfc6356, https://doi.org/10.17487/rfc6356

  20. Ros, F., Jurva, R., Manolakis, K., Altintas, O., Eichinger, J., Kallio, I.: A vehicle-to-infrastructure communication platform based on 5g c-v2x technology. IEEE Commun. Mag. 54(12), 56–63 (2016). https://doi.org/10.1109/MCOM.2016.7792657

    Article  Google Scholar 

  21. Yang, J., Kim, S., Kim, J., Han, S.L.: Real-time video transmission for uavs using multipath tcp: Design and implementation. IEEE Trans. Multimedia 19(5), 1156–1167 (2017). https://doi.org/10.1109/TMM.2017.2671798

    Article  Google Scholar 

  22. Zhou, Y., Wang, Y., Wu, J.: Enhancing telemedicine with multipath tcp: quality and performance analysis. J. Telemed. Telecare 21(8), 452–460 (2015). https://doi.org/10.1177/1357633X15574812

    Article  Google Scholar 

Download references

Acknowledgments

This work has been performed in the framework of a project “Robust control solutions for multi-channel networked flows” no. 2021/41/B/ST7/00108 financed by the National Science Centre, Poland.

This work has been completed while the first author was the Doctoral Candidate in the Interdisciplinary Doctoral School at the Lodz University of Technology, Poland.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Łukasz Piotr Łuczak .

Editor information

Editors and Affiliations

Ethics declarations

Disclosure of Interests

The authors have no competing interests to declare that are relevant to the content of this article

Rights and permissions

Reprints and permissions

Copyright information

© 2024 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

Łuczak, Ł.P., Ignaciuk, P. (2024). An On-Off MPTCP Congestion Control Algorithm for Streaming Services. In: Yilmaz, M., Clarke, P., Riel, A., Messnarz, R., Greiner, C., Peisl, T. (eds) Systems, Software and Services Process Improvement. EuroSPI 2024. Communications in Computer and Information Science, vol 2180. Springer, Cham. https://doi.org/10.1007/978-3-031-71142-8_14

Download citation

  • DOI: https://doi.org/10.1007/978-3-031-71142-8_14

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-031-71141-1

  • Online ISBN: 978-3-031-71142-8

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics