Chapter 3. Gaussian Sources: Validation, Justification

  1. Michel Mandjes

Published Online: 11 MAY 2007

DOI: 10.1002/9780470515099.ch3

Large Deviations for Gaussian Queues: Modelling Communication Networks

Large Deviations for Gaussian Queues: Modelling Communication Networks

How to Cite

Mandjes, M. (2007) Gaussian Sources: Validation, Justification, in Large Deviations for Gaussian Queues: Modelling Communication Networks, John Wiley & Sons, Ltd, Chichester, UK. doi: 10.1002/9780470515099.ch3

Author Information

  1. Korteweg-de Vries Institute for Mathematics, University of Amsterdam, The Netherlands

Publication History

  1. Published Online: 11 MAY 2007
  2. Published Print: 20 APR 2007

ISBN Information

Print ISBN: 9780470015230

Online ISBN: 9780470515099

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Keywords:

  • fBm - good traffic model;
  • horizontal aggregation;
  • visualization technique - QQ-plot method;
  • Gaussian sources - validation, justification;
  • network traffic and bursty correlation structure;
  • validating Gaussianity for real traffic traces;
  • visualization techniques and statistical tests collection

Summary

This chapter contains sections titled:

  • Validation

  • Convergence of on-off traffic to a Gaussian process