International Conference on Parallel Computing in Electrical Engineering, (PARELEC'04) An EM Algorithm for Fitting of Real Traffic Traces to PH-Distribution Dresden, Germany September 07-September 10 ISBN: 0-7695-2080-4
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/PCEE.2004.12
In this paper we present an algorithm of the EM-type that performs fitting of PH-distributions with a given number of states to empirical distribution. In contrast to known approaches, the algorithm first generates a discretized representation of the observed data and then performs the fitting. In this way the algorithm is more efficient than other known EM-type methods. By an appropriate discretization, the main part as well as the tail of the distribution can be approximated sufficiently accurate.
Citation:
Peter Buchholz, Andriy Panchenko, "An EM Algorithm for Fitting of Real Traffic Traces to PH-Distribution," parelec, pp.283-288, International Conference on Parallel Computing in Electrical Engineering, (PARELEC'04), 2004 Usage of this product signifies your acceptance of the Terms of Use. | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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