On estimation in M/G/c/c queues

On estimation in M/G/c/c queues

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Article ID: iaor20023512
Country: United Kingdom
Volume: 8
Issue: 6
Start Page Number: 647
End Page Number: 657
Publication Date: Nov 2001
Journal: International Transactions in Operational Research
Authors: ,
Keywords: M/G/c queues
Abstract:

We derive the minimum variance unbiased estimator and the maximum likelihood estimator of the stationary probability function (pf) of the number of customers in a collection of independent M/G/c/c subsystems. It is assumed that the offered load and number of servers in each subsystem are unknown. We assume that observations of the total number of customers in the system are utilized because it may be impractical or impossible to observe individual server occupancies. Both estimators depend on the R distribution (the distribution of the sum of independent right truncated Poisson random variables) and R numbers.

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