Siska, Peter; Stöcklin, Marc; Kind, Andreas; Braun, Torsten (2010). A Flow Trace Generator using Graph-based Traffic Classification Techniques. In: The 6th International Wireless Communications and Mobile Computing Conference, Caen, France (pp. 457-462). ACM 10.1145/1815396.1815503
Full text not available from this repository.We propose a novel methodology to generate realistic network flow traces to enable systematic evaluation of network monitoring systems in various traffic conditions. Our technique uses a graph-based approach to model the communication structure observed in real-world traces and to extract traffic templates. By combining extracted and user-defined traffic templates, realistic network flow traces that comprise normal traffic and customized conditions are generated in a scalable manner. A proof-of-concept implementation demonstrates the utility and simplicity of our method to produce a variety of evaluation scenarios. We show that the extraction of templates from real-world traffic leads to a manageable number of templates that still enable accurate re-creation of the original communication properties on the network flow level.
Item Type: |
Conference or Workshop Item (Paper) |
|---|---|
Division/Institute: |
08 Faculty of Science > Institute of Computer Science (INF) > Communication and Distributed Systems (CDS) 08 Faculty of Science > Institute of Computer Science (INF) |
UniBE Contributor: |
Braun, Torsten |
ISBN: |
978-1-4503-0062-9 |
Publisher: |
ACM |
Language: |
English |
Submitter: |
Dimitrios Xenakis |
Date Deposited: |
04 Oct 2013 14:17 |
Last Modified: |
15 Jan 2023 00:17 |
Publisher DOI: |
10.1145/1815396.1815503 |
URI: |
https://boris.unibe.ch/id/eprint/4941 (FactScience: 209596) |
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