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Parallel algorithms for fitting Markov arrival processes
13 references·1 citing·31 second hop
Parallel algorithms for fitting Markov arrival processes (2018)Parallel algorithms for fitting Markov ar…PH and MAP Fitting with Aggregated Traffic Traces (2014)PH and MAP Fitting with Aggre…Input Modeling with Phase-Type Distributions and Markov Models: Theory and Applications (2014)Input Modeling with Phase-Typ…Input Modeling with Phase-Type Distributions and Markov Models (2014)Input Modeling with Phase-Typ…A Fast EM Algorithm for Fitting Marked Markovian Arrival Processes with a New Special Structure (2013)A Fast EM Algorithm for Fitti…Proceedings of the Winter Simulation Conference (2012)Proceedings of the Winter Sim…Markovian Arrival Process Parameter Estimation With Group Data (2009)Markovian Arrival Process Par…Faster Maximum Likelihood Estimation Algorithms for Markovian Arrival Processes (2009)Faster Maximum Likelihood Est…A Heuristic Approach for Fitting MAPs to Moments and Joint Moments (2009)A Heuristic Approach for Fitt…A minimal representation of Markov arrival processes and a moments matching method (2007)A minimal representation of M…A Markovian canonical form of second-order matrix-exponential processes (2007)A Markovian canonical form of…A Novel Approach for Phase-Type Fitting with the EM Algorithm (2006)A Novel Approach for Phase-Ty…A MAP fitting approach with independent approximation of the inter-arrival time distribution and the lag correlation (2005)A MAP fitting approach with i…An EM-Algorithm for MAP Fitting from Real Traffic Data (2003)An EM-Algorithm for MAP Fitti…Design Service of QFD And SPC Methods in the Process Performance Potential Gain and Customers Value in a Company (2018)Design Service of QFD And SPC…The Markov-modulated Poisson process (MMPP) cookbook (1993)Modeling IP traffic using the batch Markovian arrival process (2003)A refined EM algorithm for PH distributions (2011)Matrix-Analytic Methods in Stochastic Models (2014)Matrix-Geometric Solutions to Stochastic Models (1984)A Markov Modulated Characterization of Packetized Voice and Data Traffic and Related Statistical Multiplexer Performance (1986)A single-server queue with server vacations and a class of non-renewal arrival processes (1990)Moment characterization of matrix exponential and Markovian arrival processes (2007)A joint moments based analysis of networks of MAP/MAP/1 queues (2010)KPC-Toolbox: Best recipes for automatic trace fitting using Markovian Arrival Processes (2010)New results on the single server queue with a batch markovian arrival process (1991)Introduction to Matrix Analytic Methods in Stochastic Modeling (1999)KPC-Toolbox: Simple Yet Effective Trace Fitting Using Markovian Arrival Processes (2008)Trace data characterization and fitting for Markov modeling (2009)Multi-class Markovian arrival processes and their parameter fitting (2010)Introduction to Matrix Analytic Methods in Stochastic Modeling (2000)Markovian arrivals in stochastic modelling: a survey and some new results (2010)Queueing Networks and Markov Chains: Modeling and Performance Evaluation with Computer Science Applications (2000)mapfit: An R-Based Tool for PH/MAP Parameter Estimation (2015)Matrix-geometric solutions in stochastic models (1985)Retrial queuing system with Markovian arrival flow and phase-type service time distribution (2013)Fitting Phase-Type Distributions and Markovian Arrival Processes: Algorithms and Tools (2016)Simulation for manufacturing system design and operation: Literature review and analysis (2014)Dynamic pricing and learning: Historical origins, current research, and new directions (2015)Simulation Modeling and Analysis (2016)Modeling and Evaluating Insurance Losses Via Mixtures of Erlang Distributions (2010)Queueing systems with correlated arrival flows and their applications to modeling telecommunication networks (2017)Retrial multi-server queuing system with PHF service time distribution as a model of a channel with unreliable transmission of information (2018)Stability Analysis of a Multi-server Model with Simultaneous Service and a Regenerative Input Flow (2019)Multi-server tandem queue with Markovian arrival process, phase-type service times, and finite buffers (2016)Optimal control of production-inventory systems with correlated demand inter-arrival and processing times (2020)
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References

  • 2012Proceedings of the Winter Simulation Conference407 cited
  • 2006A Novel Approach for Phase-Type Fitting with the EM Algorithm217 cited
  • 2007A minimal representation of Markov arrival processes and a moments matching method152 cited
  • 2014Input Modeling with Phase-Type Distributions and Markov Models138 cited
  • 2009Markovian Arrival Process Parameter Estimation With Group Data97 cited
  • 2005A MAP fitting approach with independent approximation of the inter-arrival time distribution and the lag correlation85 cited
  • 2003An EM-Algorithm for MAP Fitting from Real Traffic Data78 cited
  • 2014Input Modeling with Phase-Type Distributions and Markov Models: Theory and Applications66 cited
  • 2007A Markovian canonical form of second-order matrix-exponential processes61 cited
  • 2009A Heuristic Approach for Fitting MAPs to Moments and Joint Moments43 cited
  • 2009Faster Maximum Likelihood Estimation Algorithms for Markovian Arrival Processes35 cited
  • 2013A Fast EM Algorithm for Fitting Marked Markovian Arrival Processes with a New Special Structure28 cited
  • 2014PH and MAP Fitting with Aggregated Traffic Traces20 cited

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  • 2018Design Service of QFD And SPC Methods in the Process Performance Potential Gain and Customers Value in a Company

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6 cited