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Fractal Modeling of IP Network Traffic at Streaming Speeds Flip Korn

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Abstract

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. 1

Year: 2009
OAI identifier: oai:CiteSeerX.psu:10.1.1.138.8799
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