A tool for RApid model parameterization and its applications

Kun Chan Lan, John Heidemann

研究成果: Paper

4 引文 (Scopus)

摘要

The utility of simulations and analysis heavily relies on good models of network traffic. However, it is difficult to model and simulate the Internet traffic because of the network's great heterogeneity and rapid change. The statistical properties of Internet traffic not only constantly change over time but also vary in other dimensions such as locations and directions. Previously we have developed a tool RAMP that supports rapid parameterization of traffic models from live network measurements. In this paper, we first extend RAMP to support near-real-time trace-driven simulation. Next, we demonstrate the applications of RAMP via three case studies: generation of realistic traffic model for simulation, generation of high bandwidth synthetic network traces, and analysis and modeling of malicious traffic. Finally, we discuss some lessons we learned from using RAMP for traffic modeling.

原文English
頁面76-86
頁數11
DOIs
出版狀態Published - 2003 十二月 1
事件ACM SIGCOMM Workshop on Models, Methods and Tools for Reproducible Network Research, MoMeTools '03 - Karlsruhe, Germany
持續時間: 2003 八月 252003 八月 27

Other

OtherACM SIGCOMM Workshop on Models, Methods and Tools for Reproducible Network Research, MoMeTools '03
國家Germany
城市Karlsruhe
期間03-08-2503-08-27

指紋

Parameterization
Internet
Telecommunication traffic
Bandwidth

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Hardware and Architecture

引用此文

Lan, K. C., & Heidemann, J. (2003). A tool for RApid model parameterization and its applications. 76-86. 論文發表於 ACM SIGCOMM Workshop on Models, Methods and Tools for Reproducible Network Research, MoMeTools '03, Karlsruhe, Germany. https://doi.org/10.1145/944773.944786
Lan, Kun Chan ; Heidemann, John. / A tool for RApid model parameterization and its applications. 論文發表於 ACM SIGCOMM Workshop on Models, Methods and Tools for Reproducible Network Research, MoMeTools '03, Karlsruhe, Germany.11 p.
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Lan, KC & Heidemann, J 2003, 'A tool for RApid model parameterization and its applications', 論文發表於 ACM SIGCOMM Workshop on Models, Methods and Tools for Reproducible Network Research, MoMeTools '03, Karlsruhe, Germany, 03-08-25 - 03-08-27 頁 76-86. https://doi.org/10.1145/944773.944786

A tool for RApid model parameterization and its applications. / Lan, Kun Chan; Heidemann, John.

2003. 76-86 論文發表於 ACM SIGCOMM Workshop on Models, Methods and Tools for Reproducible Network Research, MoMeTools '03, Karlsruhe, Germany.

研究成果: Paper

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Lan KC, Heidemann J. A tool for RApid model parameterization and its applications. 2003. 論文發表於 ACM SIGCOMM Workshop on Models, Methods and Tools for Reproducible Network Research, MoMeTools '03, Karlsruhe, Germany. https://doi.org/10.1145/944773.944786