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Performance Evaluation of Multi-rate Streaming Traffic by Quasi-Stationary Modelling

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Network Control and Optimization (NET-COOP 2009)

Part of the book series: Lecture Notes in Computer Science ((LNCCN,volume 5894))

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Abstract

A Quasi-Stationary approach to evaluate streaming traffic performance was recently proposed, which combines in a simple way the traffic variations at flow and packet time-scales. The present paper elaborates on it, by specifically focusing on the multi-class/multi-rate aspects of the model. A first original contribution is the theoretical description of flow peak rates in terms of a continuous distribution. Then, a set of simulations is reported which shows in some simple cases, e.g., a multiplex of constant bit rate flow classes, the suitability and efficiency of the approach. Finally, a preliminary trace-driven simulation experiment, although not fully satisfactory, shows some need for explicitly taking into account the flow peak rates in performance evaluation.

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References

  1. Benameur, N., Ben Fredj, S., Delcoigne, F., Oueslati-Boulahia, S., Roberts, J.W.: Integrated admission control for streaming and elastic traffic. In: Smirnov, M., Crowcroft, J., Roberts, J., Boavida, F. (eds.) QofIS 2001. LNCS, vol. 2156, pp. 69–81. Springer, Heidelberg (2001)

    Google Scholar 

  2. Bonald, T., Olivier, P.: Quasi-Stationary models for performance analysis of real-time traffic. In: Proc. of the 18th ITC Specialist Seminar on Quality of Experience, Karlskrona, Sweden, pp. 135–144 (2008)

    Google Scholar 

  3. Bonald, T., Proutière, A., Roberts, J.W.: Statistical performance guarantees for streaming flows using Expedited Forwarding. In: Proc. of IEEE INFOCOM 2001 (2001)

    Google Scholar 

  4. Borst, S., Hegde, N.: Integration of Streaming and Elastic Traffic in Wireless Networks. In: Proc. of IEEE INFOCOM 2007, pp. 1884–1892 (2007)

    Google Scholar 

  5. Cooper, R.: Introduction to Queueing Theory, 2nd edn. Elsevier, North Holland, Amsterdam (1981)

    Google Scholar 

  6. Delcoigne, F., Proutière, A., Régnié, G.: Modeling integration of streaming and data traffic. Performance Evaluation 55(3-4), 185–209 (2004)

    Article  Google Scholar 

  7. Frater, M.R., Rose, O.: Cell loss analysis of broadband switching systems carrying variable bit rate video traffic. Telecommunication Systems 4(1), 318–338 (1995)

    Article  Google Scholar 

  8. ITU-T, Recommendation Y.1540: Internet protocol data communication service - IP packet transfer and availability performance parameters (2002)

    Google Scholar 

  9. Kaufman, J.S.: Blocking in a shared resource environment. IEEE Trans. Comm. 29, 1474–1481 (1981)

    Article  Google Scholar 

  10. Lindberg, P.: Some dimensioning models for IP telephony. In: Proc. of Networks 1998, Sorrento, Italy, pp. 457–462 (1998)

    Google Scholar 

  11. Olivier, P.: Internet data flow characterization and bandwidth sharing modelling. In: Proc. of ITC’ 20, Ottawa, Canada, pp. 986–997 (2007)

    Google Scholar 

  12. Paxson, V., Floyd, S.: Wide-area traffic: the failure of Poisson modelling. IEEE/ACM Trans. Networking 3(3), 226–244 (1995)

    Article  Google Scholar 

  13. Roberts, J.W.: A service system with heterogeneous user requirement. In: Pujolle, G. (ed.) Performance of Data Communications Systems and Their Applications, pp. 423–431. North-Holland, Amsterdam (1981)

    Google Scholar 

  14. Tan, H.-P., Nuñez-Queija, R., Gabor, A.F., Boxma, O.J.: Admission control for differentiated services in future generation CDMA networks. Performance Evaluation 66, 488–504 (2009)

    Article  Google Scholar 

  15. van den Berg, H., Mandjes, M., van de Meent, R., Pras, A., Roijers, F., Venemans, P.: QoS-aware bandwidth provisioning of IP links. Computer Networks 50, 631–647 (2006)

    Article  MATH  Google Scholar 

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Olivier, P. (2009). Performance Evaluation of Multi-rate Streaming Traffic by Quasi-Stationary Modelling. In: Núñez-Queija, R., Resing, J. (eds) Network Control and Optimization. NET-COOP 2009. Lecture Notes in Computer Science, vol 5894. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-10406-0_3

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  • DOI: https://doi.org/10.1007/978-3-642-10406-0_3

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-10405-3

  • Online ISBN: 978-3-642-10406-0

  • eBook Packages: Computer ScienceComputer Science (R0)

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