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
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)
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)
Bonald, T., Proutière, A., Roberts, J.W.: Statistical performance guarantees for streaming flows using Expedited Forwarding. In: Proc. of IEEE INFOCOM 2001 (2001)
Borst, S., Hegde, N.: Integration of Streaming and Elastic Traffic in Wireless Networks. In: Proc. of IEEE INFOCOM 2007, pp. 1884–1892 (2007)
Cooper, R.: Introduction to Queueing Theory, 2nd edn. Elsevier, North Holland, Amsterdam (1981)
Delcoigne, F., Proutière, A., Régnié, G.: Modeling integration of streaming and data traffic. Performance Evaluation 55(3-4), 185–209 (2004)
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)
ITU-T, Recommendation Y.1540: Internet protocol data communication service - IP packet transfer and availability performance parameters (2002)
Kaufman, J.S.: Blocking in a shared resource environment. IEEE Trans. Comm. 29, 1474–1481 (1981)
Lindberg, P.: Some dimensioning models for IP telephony. In: Proc. of Networks 1998, Sorrento, Italy, pp. 457–462 (1998)
Olivier, P.: Internet data flow characterization and bandwidth sharing modelling. In: Proc. of ITC’ 20, Ottawa, Canada, pp. 986–997 (2007)
Paxson, V., Floyd, S.: Wide-area traffic: the failure of Poisson modelling. IEEE/ACM Trans. Networking 3(3), 226–244 (1995)
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)
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)
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)
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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
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