White Papers

Joint Data Streaming and Sampling Techniques for Detection of Super Sources and Destinations

Overview Detecting the sources or destinations that have communicated with a large number of distinct destinations or sources during a small time interval is an important problem in network measurement and security. Previous detection approaches are not able to deliver the desired accuracy at high link speeds (10 to 40 Gbps). This paper proposes two novel algorithms that provide accurate and efficient solutions to this problem. Their designs are based on the insight that sampling and data streaming are often suitable for capturing different and complementary regions of the information spectrum, and a close collaboration between them is an excellent way to recover the complete information.

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Publisher: Georgia Institute of Technology
File Format: PDF
Date Published: May 30, 2009
Format: White Papers
Topics: Streaming Media, Electronic Data Interchange, Software Engineering

Georgia Institute of Technology White Papers

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