Recursive EM algorithm for finite mixture models with application to Internet traffic modeling

In the past decade, many quantities characterizing high-speed telecommunication network performance have been reported to have heavy-tailed distributions, namely, with tails decreasing hyperbolically rather than exponentially. Since mixture distributions can approximate many heavy-tailed distributio...

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Vydáno v:	Second Annual Conference on Communication Networks and Services Research : proceedings : 19-21 May, 2004, Fredericton, N.B., Canada s. 198 - 207
Hlavní autoři:	Liu, Z., Almhana, J., Choulakian, V., McGorman, R.
Médium:	Konferenční příspěvek
Jazyk:	angličtina
Vydáno:	IEEE 2004
Témata:	Approximation algorithms Bayesian methods Hidden Markov models Internet Maximum likelihood estimation Probability density function Probability distribution Random variables Telecommunication traffic Traffic control
ISBN:	0769520960, 9780769520964
On-line přístup:	Získat plný text
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