research-article

Nonlinear modeling of the internet delay structure

Authors:

Xiao Wang,

Yang Chen,

Beixing Deng,

Xing LiAuthors Info & Claims

CoNEXT '08: Proceedings of the 2008 ACM CoNEXT Conference

Article No.: 31, Pages 1 - 2

https://doi.org/10.1145/1544012.1544043

Published: 09 December 2008 Publication History

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Abstract

Modeling the Internet delay structure is an important issue in designing large-scale distributed systems. However, linear models fail to characterize Triangle Inequality Violations (TIV), motivating us to research on nonlinear ones. In this paper, we propose the methodology and design of nonlinear modeling by utilizing Kernel Methods(KM), which is demonstrated effective by simulation. Moreover, our nonlinear model is easy to be applied without introducing any measurement overhead.

References

[1]

H. Zheng, E. K. Lua, M. Pias, T. G. Griffin. Internet Routing Policies and Round-Trip-Times. In Proc. of PAM, 2004.

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B. Zhang, T. S. Eugene Ng, A. Nandi, R. Riedi, P. Druschel, and G. Wang. Measurement-based analysis, modeling, and synthesis of the internet delay space. In Proc. of ACM IMC, 2006.

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G. Wang, B. Zhang, T. S. E. Ng. Towards Network Triangle Inequality Violation Aware Distributed Systems. In Proc. of ACM IMC, 2007.

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S. Rhea, D. Geels, T. Roscoe, J. Kubiatowicz. Handling Churn in a DHT. In Proc. of the USENIX Annual Technical Conference, 2004.

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M. G. Genton. Classes of kernels for machine learning: A statistics perspective. In Proc. of J. Mach. Learn. Res., vol. 2, pp. 299C312, 2001.

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F. Dabek, R. Cox, F. Kaashoek, and R. Morris. Vivaldi: A Decentralized Network Coordinate System. In Proc. of SIGCOMM, 2004.

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Index Terms

Nonlinear modeling of the internet delay structure
1. Hardware
  1. Communication hardware, interfaces and storage
2. Networks

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Published In

CoNEXT '08: Proceedings of the 2008 ACM CoNEXT Conference

December 2008

526 pages

ISBN:9781605582108

DOI:10.1145/1544012

Conference Chairs:
Arturo Azcorra
IMDEA Networks and University Carlos III of Madrid, Spain
,
Gustavo de Veciana
University Texas at Austin
,
Program Chairs:
Keith W. Ross
Polytechnic University
,
Leandros Tassiulas
University of Thessaly, Greece

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Association for Computing Machinery

New York, NY, United States

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Published: 09 December 2008

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Index Terms

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Adaptive robust output tracking of uncertain strict-feedback nonlinear time-delay systems via control schemes with simple structure

Approximation-based control of nonlinear MIMO time-delay systems

Adaptive fuzzy backstepping output feedback control of nonlinear time-delay systems with unknown high-frequency gain sign

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