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An EM-Algorithm for MAP Fitting from Real Traffic Data

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References

1993The Markov-modulated Poisson process (MMPP) cookbook886 cited
2003Modeling IP traffic using the batch Markovian arrival process251 cited
2014Matrix-Analytic Methods in Stochastic Models134 cited

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2011A refined EM algorithm for PH distributions55 cited
2009A Heuristic Approach for Fitting MAPs to Moments and Joint Moments43 cited
2009Faster Maximum Likelihood Estimation Algorithms for Markovian Arrival Processes35 cited
2016Queues with Dropping Functions and General Arrival Processes30 cited
2004A Two-Step EM Algorithm for MAP Fitting30 cited
2013A Fast EM Algorithm for Fitting Marked Markovian Arrival Processes with a New Special Structure28 cited
2016Fitting Phase-Type Distributions and Markovian Arrival Processes: Algorithms and Tools28 cited
2010ProFiDo - The Processes Fitting Toolkit Dortmund24 cited
2014PH and MAP Fitting with Aggregated Traffic Traces20 cited
2006Explicit Inverse Characterizations of Acyclic MAPs of Second Order20 cited
2004Program Committee20 cited

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