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Building accurate workload models using Markovian arrival processes
14 references·0 citing·34 second hop
Building accurate workload models using Markovian arrival processes (2011)Building accurate workload models using M…ProFiDo - The Processes Fitting Toolkit Dortmund (2010)ProFiDo - The Processes Fitti…KPC-Toolbox: Best recipes for automatic trace fitting using Markovian Arrival Processes (2010)KPC-Toolbox: Best recipes for…A Heuristic Approach for Fitting MAPs to Moments and Joint Moments (2009)A Heuristic Approach for Fitt…On the canonical representation of phase type distributions (2008)On the canonical representati…Performance impacts of autocorrelated flows in multi-tiered systems (2007)Performance impacts of autoco…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…Explicit Inverse Characterizations of Acyclic MAPs of Second Order (2006)Explicit Inverse Characteriza…Correlation bounds for second-order MAPs with application to queueing network decomposition (2005)Correlation bounds for second…Closed form solutions for mapping general distributions to quasi-minimal PH distributions (2005)Closed form solutions for map…An EM-Algorithm for MAP Fitting from Real Traffic Data (2003)An EM-Algorithm for MAP Fitti…On the use of second‐order descriptors to predict queueing behavior of MAPs (2002)On the use of second‐order de…Structured Stochastic Matrices of M/G/1 Type and Their Applications. (1991)Structured Stochastic Matrice…The least variable phase type distribution is erlang (1987)The least variable phase type…The Markov-modulated Poisson process (MMPP) cookbook (1993)Modeling IP traffic using the batch Markovian arrival process (2003)Faster Maximum Likelihood Estimation Algorithms for Markovian Arrival Processes (2009)A refined EM algorithm for PH distributions (2011)Matrix-Analytic Methods in Stochastic Models (2014)Stochastic Processes Occurring in the Theory of Queues and their Analysis by the Method of the Imbedded Markov Chain (1953)Acyclic discrete phase type distributions: properties and a parameter estimation algorithm (2003)Matching Three Moments with Minimal Acyclic Phase Type Distributions (2005)Approximating a Point Process by a Renewal Process, I: Two Basic Methods (1982)KPC-Toolbox: Simple Yet Effective Trace Fitting Using Markovian Arrival Processes (2008)Multi-class Markovian arrival processes and their parameter fitting (2010)A decomposition method for approximate evaluation of continuous flow multi-stage lines with general Markovian machines (2011)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)New results on the single server queue with a batch markovian arrival process (1991)Matrix-geometric solutions in stochastic models (1985)Introduction to Matrix Analytic Methods in Stochastic Modeling (1999)Introduction to Matrix Analytic Methods in Stochastic Modeling (2000)Markovian Arrival Process Parameter Estimation With Group Data (2009)Trace data characterization and fitting for Markov modeling (2009)Markovian arrivals in stochastic modelling: a survey and some new results (2010)Quantitative system performance: computer system analysis using queueing network models (1984)Statistics for Long-Memory Processes. (1996)Statistics for Long-Memory Processes. (1996)Bound analysis of closed queueing networks with workload burstiness (2008)Model-Driven System Capacity Planning under Workload Burstiness (2009)A Novel Approach for Phase-Type Fitting with the EM Algorithm (2006)A Fast EM Algorithm for Fitting Marked Markovian Arrival Processes with a New Special Structure (2013)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)Risk theory in a Markovian environment (1989)
this work references cited by second hop

References

  • 1991Structured Stochastic Matrices of M/G/1 Type and Their Applications.996 cited
  • 1987The least variable phase type distribution is erlang186 cited
  • 2007A minimal representation of Markov arrival processes and a moments matching method152 cited
  • 2005Closed form solutions for mapping general distributions to quasi-minimal PH distributions140 cited
  • 2003An EM-Algorithm for MAP Fitting from Real Traffic Data78 cited
  • 2007Performance impacts of autocorrelated flows in multi-tiered systems72 cited
  • 2007A Markovian canonical form of second-order matrix-exponential processes61 cited
  • 2009A Heuristic Approach for Fitting MAPs to Moments and Joint Moments43 cited
  • 2005Correlation bounds for second-order MAPs with application to queueing network decomposition36 cited
  • 2008On the canonical representation of phase type distributions34 cited
  • 2010ProFiDo - The Processes Fitting Toolkit Dortmund24 cited
  • 2010KPC-Toolbox: Best recipes for automatic trace fitting using Markovian Arrival Processes21 cited
  • 2006Explicit Inverse Characterizations of Acyclic MAPs of Second Order20 cited
  • 2002On the use of second‐order descriptors to predict queueing behavior of MAPs18 cited

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