A Tool for RApid Model Parameterization and its Applications

Kun Chan Lan, John Heidemann

研究成果: Conference contribution

4 引文 斯高帕斯(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
主出版物標題Proceedings of the ACM SIGCOMM Workshops
頁面76-86
頁數11
出版狀態Published - 2003
事件Proceedings of the ACM SIGCOMM Workshops - Karlsruhe, Germany
持續時間: 2003 八月 252003 八月 25

出版系列

名字Proceedings of the ACM SIGCOMM Workshops

Other

OtherProceedings of the ACM SIGCOMM Workshops
國家/地區Germany
城市Karlsruhe
期間03-08-2503-08-25

All Science Journal Classification (ASJC) codes

  • 電腦網路與通信

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