Self-similar and fractal nature of Internet traffic

Debasish Chakraborty, Ahmed Ashir, Takuo Suganuma, G. Mansfield Keeni, T. K. Roy, N. Shiratori

研究成果: Article査読

43 被引用数 (Scopus)

抄録

The self-similar bursty Internet traffic is usually characterized by the Hurst parameter (H). Such a process is also seen to possess fractal characteristics in time described by a parameter (β), with multifractals in most cases. We observe that these highly stochastic traffics have fractals in flow density too, described by a fractal dimension (D), also with the possibiliy of multifractals as in the former. This requires another parameter for the description of Internet traffic, besides the usual self-similarity parameter β or H and the different simulations or models worked out to understand the Internet traffic to reproduce the characteristics as found in the present work. We also find a notable self-similarity feature of the autocorrelations in the data and its aggregates, in all the cases studied.

本文言語English
ページ(範囲)119-129
ページ数11
ジャーナルInternational Journal of Network Management
14
2
DOI
出版ステータスPublished - 2004 1 1

ASJC Scopus subject areas

  • コンピュータ サイエンスの応用
  • コンピュータ ネットワークおよび通信

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