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Efficient phase-type fitting with aggregated traffic traces

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References

2003Acyclic discrete phase type distributions: properties and a parameter estimation algorithm128 cited
2005A MAP fitting approach with independent approximation of the inter-arrival time distribution and the lag correlation85 cited
2003An EM-based technique for approximating long-tailed data sets with PH distributions75 cited

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2012A new class of models for heavy tailed distributions in finance and insurance risk75 cited
2011A refined EM algorithm for PH distributions55 cited
2012Queueing system MAP|PH|N|N+R with impatient heterogeneous customers as a model of call center55 cited
2013Retrial queuing system with Markovian arrival flow and phase-type service time distribution39 cited
2015mapfit: An R-Based Tool for PH/MAP Parameter Estimation35 cited
2009Faster Maximum Likelihood Estimation Algorithms for Markovian Arrival Processes35 cited
2018On the Power-of-d-choices with Least Loaded Server Selection33 cited
2016Fitting Phase-Type Distributions and Markovian Arrival Processes: Algorithms and Tools28 cited
2010KPC-Toolbox: Best recipes for automatic trace fitting using Markovian Arrival Processes21 cited
2013Tandem queueing system with impatient customers as a model of call center with Interactive Voice Response21 cited
2014PH and MAP Fitting with Aggregated Traffic Traces

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20 cited

2019Performance Analysis of Workload Dependent Load Balancing Policies20 cited

2022On the Stochastic and Asymptotic Improvement of First-Come First-Served and Nudge Scheduling19 cited

2016Hysteresis control by the number of active servers in queueing system MMAP/PH/N with priority service19 cited

2014Multi-server queueing system with a generalized phase-type service time distribution as a model of call center with a call-back option18 cited