The self-similar and multifractal nature of a network traffic model

K. Maulik, S.I. Resnick

    Research output: Contribution to journalArticleAcademicpeer-review

    14 Citations (Scopus)

    Abstract

    We look at a family of models for Internet traffic with increasing input rates and consider approximation models which exhibit self-similarity at large time scales and multifractality at small time scales. Depending on whether the input rate is fast or slow, the total cumulative input traffic can be approximated by a self-similar stable Lvy motion or a self-similar Gaussian process. The stable Lvy limit does not depend on the behavior of the individual transmission schedules but the Gaussian limit does. Also, the models and their approximations show multifractal behavior at small time scales.
    Original languageEnglish
    Pages (from-to)549-577
    JournalStochastic Models
    Volume19
    Issue number4
    DOIs
    Publication statusPublished - 2003

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