Internet Archive Scholar

Characterization and modeling of network traffic

A Shawky, H Bergheim, O Ragnarsson, A Wratny, J Pedersen
2010 2010 International Computer Engineering Conference (ICENCO)  

Preserved Fulltext

fulltext thumbnail
Web Archive Capture PDF (481.3 kB)
https://web.archive.org/web/20180719210034/http://vbn.aau.dk/ws/files/44890421/Characterization_and_Modeling_of_Network.pdf

A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2018; you can also visit the original URL. The file type is application/pdf.

This paper attempts to characterize and model backbone network traffic, using a small number of statistics. In order to reduce cost and processing power associated with traffic analysis. The parameters affecting the behavior of network traffic are investigated and the choice is that inter-arrival time, IP addresses, port numbers and transport protocol are the only necessary parameters to model network traffic behavior. In order to recreate this behavior, a complex model is needed which is able
more » ... o recreate traffic behavior based on a set of statistics calculated from the parameters values. The model investigates the traffic generation mechanisms, and grouping traffic into flows and applications.
doi:10.1109/icenco.2010.5720429 fatcat:77wdomljl5ftnc53r3mm4ss56i
Citation

A Shawky, H Bergheim, O Ragnarsson, A Wratny, J Pedersen. "Characterization and modeling of network traffic." 2010 International Computer Engineering Conference (ICENCO) (2010)