DocumentCode :
3537189
Title :
A Poisson Based Bursty Model of Internet Traffic
Author :
Kresch, Edward ; Kulkarni, Sarvesh
Author_Institution :
Dept. of Electr. & Comput. Eng., Villanova Univ., Villanova, PA, USA
fYear :
2011
fDate :
Aug. 31 2011-Sept. 2 2011
Firstpage :
255
Lastpage :
260
Abstract :
This paper presents a model for bursty data traffic on modern networks. The model is simple and amenable to analysis, thus enhancing its practical utility. We use the model to generate arrivals to a single queue and compute its performance measures. We also propose a measure of burstiness based upon these performance parameters that is easy to measure and use. Several traffic traces were downloaded from the internet and analyzed to determine their burstiness properties. We conclude that predictions from the model are consistent with the data on the internet and the degradation of all the parameters due to burstiness.
Keywords :
Internet; queueing theory; stochastic processes; telecommunication traffic; Poisson based bursty model; Poisson processes; burstiness; bursty data traffic; internet traffic; queuing theory; Analytical models; Computational modeling; Computers; Data models; Equations; Internet; Mathematical model; Poisson arrival; bursty traffic; network performance; queuing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer and Information Technology (CIT), 2011 IEEE 11th International Conference on
Conference_Location :
Pafos
Print_ISBN :
978-1-4577-0383-6
Electronic_ISBN :
978-0-7695-4388-8
Type :
conf
DOI :
10.1109/CIT.2011.95
Filename :
6036768
Link To Document :
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