摘要: While delay-critical applications typified by online multimedia communication are growing rapidly, the end-to-end (E2E) delay behavior in Internet remains poorly understood. This paper proposes a stochastic process model, which E2E alternations classified into two categories, jump and perturbation, according to whether statistical characterizations alter or not. As chief type of majority alternations, perturbations generally occur continuously period, can be analogous an ergodic stationary process. The authenticity model is verified with real life measurements collected all pairs pings (APP) project through months from PlanetLab nodes. Based on several estimation algorithms comparatively analyzed, experimental results demonstrate that terms minimizing mean squared error, most accurate prediction minimum recent measurements.
computer.org
sci-hub.se 参考文章(13)
C. Bovy, Analysis of end-to-end delay measurements in the Internet PAM 2002, Fort Collins, CO, March. ,(2002)
Jean-Chrysostome Bolot, Characterizing End-to-End Packet Delay and Loss in the Internet Journal of High Speed Networks. ,vol. 2, pp. 305- 323 ,(1993) , 10.3233/JHS-1993-2307
D. L. Mills, Internet delay experiments RFC. ,vol. 889, pp. 1- 12 ,(1983)
Shu Tao, Kuai Xu, A. Estepa, Teng Fei, Lixin Gao, R. Guerin, J. Kurose, D. Towsley, Zhi-Li Zhang, Improving VoIP quality through path switching international conference on computer communications. ,vol. 4, pp. 2268- 2278 ,(2005) , 10.1109/INFCOM.2005.1498514
Shu Tao, Kuai Xu, Ying Xu, Teng Fei, Lixin Gao, Roch Guerin, Jim Kurose, Don Towsley, Zhi-Li Zhang, Exploring the performance benefits of end-to-end path switching Proceedings of the joint international conference on Measurement and modeling of computer systems - SIGMETRICS 2004/PERFORMANCE 2004. ,vol. 32, pp. 418- 419 ,(2004) , 10.1145/1005686.1005746
James Douglas Hamilton, Time Series Analysis ,(2012)
Aditya Akella, Jeffrey Pang, Bruce Maggs, Srinivasan Seshan, Anees Shaikh, A comparison of overlay routing and multihoming route control Proceedings of the 2004 conference on Applications, technologies, architectures, and protocols for computer communications - SIGCOMM '04. ,vol. 34, pp. 93- 106 ,(2004) , 10.1145/1015467.1015479
V. Paxson, End-to-end routing behavior in the Internet IEEE ACM Transactions on Networking. ,vol. 5, pp. 601- 615 ,(1997) , 10.1109/90.649563
Amarnath Mukherjee, On the Dynamics and Significance of Low Frequency Components of Internet Load ,(1992)
D. Sanghi, A.K. Agrawala, O. Gudmundsson, B.N. Jain, Experimental assessment of end-to-end behavior on Internet IEEE INFOCOM '93 The Conference on Computer Communications, Proceedings. pp. 867- 874 ,(1993) , 10.1109/INFCOM.1993.253281