Fractal Modeling of IP Network Traffic at Streaming Speeds

Atlanta, Georgia April 03-April 07

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http://doi.ieeecomputersociety.org/10.1109/ICDE.2006.73

22nd International Conference on Data ...

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	ASCII Text	x
	Flip Korn, S. Muthukrishnan, Yihua Wu, "Fractal Modeling of IP Network Traffic at Streaming Speeds," Data Engineering, International Conference on, pp. 155, 22nd International Conference on Data Engineering (ICDE'06), 2006.

	BibTex	x
	@article{ 10.1109/ICDE.2006.73, author = {Flip Korn and S. Muthukrishnan and Yihua Wu}, title = {Fractal Modeling of IP Network Traffic at Streaming Speeds}, journal ={Data Engineering, International Conference on}, volume = {0}, year = {2006}, isbn = {0-7695-2570-9}, pages = {155}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICDE.2006.73}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Data Engineering, International Conference on TI - Fractal Modeling of IP Network Traffic at Streaming Speeds SN - 0-7695-2570-9 SP EP A1 - Flip Korn, A1 - S. Muthukrishnan, A1 - Yihua Wu, PY - 2006 KW - null VL - 0 JA - Data Engineering, International Conference on ER -

Flip Korn, AT&T Labs - Research

S. Muthukrishnan, Rutgers University

Yihua Wu, Rutgers University

This paper describes how to fit fractal models, online, on IP traffic data streams. Our approach relies on maintaining a sketch of the data stream and fitting straight lines: it yields algorithms that are fast, space-efficient, and accurate. We implemented our methods in AT&T?s Gigascope data stream management system, to demonstrate their practicality at streaming line speeds.

Citation:

Flip Korn, S. Muthukrishnan, Yihua Wu, "Fractal Modeling of IP Network Traffic at Streaming Speeds," icde, pp.155, 22nd International Conference on Data Engineering (ICDE'06), 2006

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