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RENETO, a realistic network traffic generator for OMNeT++/INET

Published: 05 March 2013 Publication History

Abstract

We present in this paper RENETO, a packet-level traffic generator for OMNeT++/INET. In order to achieve realistic traffic behavior, a first tool computes a model by doing an automatic analysis of a real traffic capture. This analysis extracts statistical distributions of different parameters of the model (e.g., packet size, inter-arrival time). Based on this first step, we then generate traffic in the OMNeT++ simulator corresponding to the observed behavior. Related traffic analysis and generator often model each studied parameter as one statistical distribution, thus treating them as statistically independent. With this work, we use the concept of linking some parameters and making them correlated, in order to mimic more accurately traffic patterns seen in reality. We apply our method to both UDP and TCP based traffic.

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Cited By

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  • (2013)Practical performance evaluation of ethernet networks with flow-level network modelingProceedings of the 7th International Conference on Performance Evaluation Methodologies and Tools10.4108/icst.valuetools.2013.254367(253-262)Online publication date: 10-Dec-2013

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        Published In

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        SimuTools '13: Proceedings of the 6th International ICST Conference on Simulation Tools and Techniques
        March 2013
        363 pages
        ISBN:9781450324649

        Sponsors

        • EAI: The European Alliance for Innovation
        • Create-Net
        • ICST

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        ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering)

        Brussels, Belgium

        Publication History

        Published: 05 March 2013

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        Author Tags

        1. network traffic generation
        2. network traffic modeling
        3. pseudo-random number generation

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        SimuTools '13
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        • EAI

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        SimuTools '13 Paper Acceptance Rate 20 of 73 submissions, 27%;
        Overall Acceptance Rate 20 of 73 submissions, 27%

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        • (2013)Practical performance evaluation of ethernet networks with flow-level network modelingProceedings of the 7th International Conference on Performance Evaluation Methodologies and Tools10.4108/icst.valuetools.2013.254367(253-262)Online publication date: 10-Dec-2013

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