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