DocumentCode
1355108
Title
Superposition of multiplicative multifractal traffic processes
Author
Gao, J. ; Rubin, I.
Author_Institution
Dept. of Electr. Eng., California Univ., Los Angeles, CA, USA
Volume
36
Issue
8
fYear
2000
fDate
4/13/2000 12:00:00 AM
Firstpage
761
Lastpage
763
Abstract
Telecommunications network systems have been observed to contain processing and switching nodes that are loaded by highly bursty traffic streams. Such flows have been noted to exhibit long-range-dependent (LRD) properties. The design and sizing of electronic processing and switching systems critically depends on the features of such processes. LRD traffic streams are modelled as a multiplicative multifractal process. It is proven that superposition of a finite number of multiplicative multifractal traffic streams results asymptotically in another multifractal process. Noting that traffic processes driving network nodes result from the superposition of multiple traffic streams at the input ports of the node, this property makes the multiplicative multifractal traffic model a versatile tool for modelling LRD traffic flows at different locations and levels across a network
Keywords
fractals; modelling; telecommunication traffic; LRD traffic streams; highly bursty traffic streams; long-range-dependent properties; multiplicative multifractal traffic processes; telecommunications network systems; traffic processes superposition; traffic streams modelling;
fLanguage
English
Journal_Title
Electronics Letters
Publisher
iet
ISSN
0013-5194
Type
jour
DOI
10.1049/el:20000486
Filename
850582
Link To Document