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공공누리This item is licensed Korea Open Government License

Title
Teletraffic Generation of Self-Similar Processes with Arbitrary Marginal Distributions for Simulation: Analysis of Hurst Parameters
Author(s)
박형우이종숙
Publication Year
2004-05-31
Abstract
Simulation studies of telecommunication networks require a mechanism
to transform self-similar processes into processes with arbitrary
marginal distributions. The problem of generating a self-similar
process of a given marginal distribution and an autocorrelation
structure is difficult and has not been fully solved. Our results
presented in this paper provide clear experimental evidence that the
long-range dependent (LRD) self-similarity of the input process is
not preserved in the output process generated by the inverse
cumulative distribution function (ICDF) transformation, if the
output process has an infinite variance.
Keyword
simulation; self-similar traffic
Journal Title
Lecture Notes of Computer Science(LNCS)
Citation Volume
3045
ISSN
0302-9743
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Appears in Collections:
7. KISTI 연구성과 > 학술지 발표논문
URI
https://repository.kisti.re.kr/handle/10580/13573
http://www.ndsl.kr/ndsl/search/detail/article/articleSearchResultDetail.do?cn=NART21735306
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