Evaluation of ''user-oriented'' and ''black-box'' traffic models for link provisioning

R. van de Meent, M.R.H. Mandjes

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

11 Citations (Scopus)
59 Downloads (Pure)

Abstract

To offer users a sufficient performance level, network links should be properly provisioned. The required bandwidth capacity may be determined through the use of a model of the real network traffic. In this paper, we study the use of two classes of traffic models: (i) ‘user-oriented models’, which capture the behavior of individual flows, and (ii) ‘black-box models’, which statistically describe the superposition of many users (and do not distinguish between individual flows). User-oriented models have the advantage that they allow for sensitivity analysis: the impact of a change in the user parameters (access rate, flow-size distribution) can be assessed. In general, however, our measurements indicated that blackbox models are easier to estimate, and yield accurate provisioning guidelines.
Original languageUndefined
Title of host publication1st EuroNGI Conference on Next Generation Internet Networks Traffic Engineering, IEEE
Place of PublicationPiscataway, NJ, USA
PublisherIEEE
Pages380-387
Number of pages8
ISBN (Print)0-7803-8900-X
DOIs
Publication statusPublished - Apr 2005
Event1st EuroNGI Conference on Next Generation Internet Networks Traffice Engineering - Rome, Italy
Duration: 18 Apr 200520 Apr 2005

Publication series

NameIEEE Conference Proceedings
PublisherIEEE

Conference

Conference1st EuroNGI Conference on Next Generation Internet Networks Traffice Engineering
Period18/04/0520/04/05
Other18-20 April 2005

Keywords

  • METIS-224890
  • EWI-7071
  • IR-52915

Cite this