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Published in:
2009 | OriginalPaper | Chapter
Lightweight Traffic Monitoring and Analysis Using Video Compression Techniques
Authors : Marat Zhanikeev, Yoshiaki Tanaka
Published in: Management Enabling the Future Internet for Changing Business and New Computing Services
Publisher: Springer Berlin Heidelberg
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Traffic analysis based only on IP address is a new research area where traffic anomalies can be detected by studying clusters of IP addresses extracted from traveling packets. Such analysis is normally spatial and needs IP addresses to be put in a multi-dimensional map. This paper proposes a novel method that converts such maps to 2-dimensional graphical form and applies video compression techniques to create MPEG-2 VBR movies where frames are individual snapshots of IP space in time. The paper proves that this combination is suitable for traffic monitoring and detection of DDOS attacks as well as large-scale traffic anomalies caused by social phenomena.