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Model Fitting for a Class of SMAPs

In: From Markov Jump Processes to Spatial Queues

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  • Lothar Breuer

    (University of Trier, Department of Computer Science)

Abstract

In order to apply the concept of SMAPs and their respective queues, it is necessary to estimate the arrival parameters from real data streams. In general, this problem has not been solved yet. The problem of estimating parameters is more complex for SMAPs than for Batch Markovian Arrival Processes (BMAPs, see chapters 3 and 6), since homogeneous SMAPs generalize BMAPs towards a larger phase space and — most importantly — spatial batch arrivals. However, for certain subclasses of SMAPs estimation procedures can be derived.

Suggested Citation

  • Lothar Breuer, 2003. "Model Fitting for a Class of SMAPs," Springer Books, in: From Markov Jump Processes to Spatial Queues, chapter 0, pages 139-144, Springer.
    • Handle: RePEc:spr:sprchp:978-94-010-0239-4_10
    DOI: 10.1007/978-94-010-0239-4_10
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