Self-similar processes in communications networks

Self-similar processes in communications networks

This paper reviews and discusses the known definitions and properties of second-order self-similar discrete-time processes and supplements them with some more general conditions of self-similarity. A model for ATM cell traffic is presented and self-similarity conditions of this model are found. This...

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Veröffentlicht in:IEEE transactions on information theory 1998-09, Vol.44 (5), p.1713-1725
Hauptverfasser: Tsybakov, B., Georganas, N.D.
Format: Artikel
Sprache:eng
Schlagworte:
Astrochemistry
Astronomy
Communication networks
Geology
Hydrology
Intelligent networks
Mathematics
Sufficient conditions
Telecommunication traffic
Traffic control
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Beschreibung
Zusammenfassung:This paper reviews and discusses the known definitions and properties of second-order self-similar discrete-time processes and supplements them with some more general conditions of self-similarity. A model for ATM cell traffic is presented and self-similarity conditions of this model are found. This study is motivated by observations that traffic in many real communication networks is self-similar in nature.
ISSN:0018-9448
1557-9654
DOI:10.1109/18.705538