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research article

Modeling Internet backbone traffic at the flow level

Barakat, Chadi  
•
Thiran, Patrick  
•
Iannaconne, Gianluca
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2003
IEEE Transactions on Signal Processing

Our goal is to design a traffic model for non congested IP backbone links, which is simple enough to be used in network operation, while being as general as possible. The proposed solution is to model the traffic at the flow level by a Poisson shot-noise process. In our model, a flow is a generic notion that must be able to capture the characteristics of any kind of data stream. We analyze the accuracy of the model with real traffic traces collected on the Sprint IP backbone network. Despite its simplicity, our model provides a good approximation of the real traffic observed in the backbone and of its variation. Finally, we discuss the application of our model to network design and dimensioning.

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Type
research article
DOI
10.1109/TSP.2003.814521
Web of Science ID

WOS:000184090200009

Author(s)
Barakat, Chadi  
Thiran, Patrick  
Iannaconne, Gianluca
Diot, Christophe
Owerzazki, Philippe
Date Issued

2003

Published in
IEEE Transactions on Signal Processing
Volume

51

Issue

8

Start page

2111

End page

2124

Subjects

Shot noise

•

traffic models

•

traffic measurmenet

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LCA  
INDY2  
Available on Infoscience
August 31, 2004
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/213516
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