Data network models of burstiness

Citation
D'Auria, Bernardo et I. Resnick, Sidney, Data network models of burstiness, Advances in applied probability , 38(1), 2006, pp. 373-404
ISSN journal
00018678
Volume
38
Issue
1
Year of publication
2006
Pages
373 - 404
Database
ACNP
SICI code
Abstract
We review characteristics of data traffic which we term stylized facts: burstiness, long-range dependence, heavy tails, bursty behavior determined by high-bandwidth users, and dependence determined by users without high transmission rates. We propose an infinite-source Poisson input model which supplies traffic in adjacent time slots. We study properties of the model as slot width decreases and traffic intensity increases. This model has the ability to account for many of the stylized facts.