Superposition of multiplicative multifractal traffic processes

被引:6
|
作者
Gao, J [1 ]
Rubin, I [1 ]
机构
[1] Univ Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90095 USA
关键词
D O I
10.1049/el:20000486
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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.
引用
收藏
页码:761 / 763
页数:3
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