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Notice of Removal: Performance evaluation of the burstiness impact with a realistic IP structure model

  • Hong Fei*
  • , Liu Rui
  • , Bai Yu
  • *Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

For practical reasons, network simulators have to be designed on traffic models as realistic as possible. This paper presents the evaluation of a realistic IP structure model that accurately captures the packet on interactions of a range of applications. Through automatically extracted distributions of user, application, and network behavior, it then generates live traffic corresponding to the underlying structure models in a network simulation environment running commodity network protocol stacks. We compare them against real data traces using two methods of evaluation. With a wavelet spectrum analysis, we highlight the intrinsic characteristics of the traffic and show this model's ability to generate traffic traces statistically similar to the original traffic. Then, a performance analysis based on simulations presents the impact of these characteristics on a simple queuing system, and demonstrates this model's ability to reproduce burstiness in traffic across a range of timescales which can be used in a variety of network settings. This work offers several improvements in terms of both functionalities and performance.

Original languageEnglish
Title of host publicationProceedings - 2009 2nd IEEE International Conference on Computer Science and Information Technology, ICCSIT 2009
PublisherIEEE Computer Society
Pages345-349
Number of pages5
ISBN (Print)9781424445196
DOIs
StatePublished - 2009
Event2009 2nd IEEE International Conference on Computer Science and Information Technology, ICCSIT 2009 - Beijing, China
Duration: 8 Aug 200911 Aug 2009

Publication series

NameProceedings - 2009 2nd IEEE International Conference on Computer Science and Information Technology, ICCSIT 2009

Conference

Conference2009 2nd IEEE International Conference on Computer Science and Information Technology, ICCSIT 2009
Country/TerritoryChina
CityBeijing
Period8/08/0911/08/09

Keywords

  • Performance evaluation
  • Realistic
  • Structure model
  • Traffic generator

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