Estimation for a class of simple queueing networks

D. Thiruvaiyaru; I. V. Basawa; U. N. Bhat

doi:10.1007/BF01158468

Estimation for a class of simple queueing networks

D. Thiruvaiyaru, I. V. Basawa, U. N. Bhat

Mathematics

Research output: Contribution to journal › Article › peer-review

13 Scopus citations

Abstract

Maximum likelihood estimators of the parameters of an open Jackson network are derived, and their joint asymptotic normality is established. The problem of estimation for tandem queues is discussed as a special case of the Jackson system. These results are valid when the system is not necessarily in equilibrium.

Original language	English (US)
Pages (from-to)	301-312
Number of pages	12
Journal	Queueing Systems
Volume	9
Issue number	3
DOIs	https://doi.org/10.1007/BF01158468
State	Published - Sep 1 1991

Keywords

Jackson networks
asymptotic distributions
maximum likelihood estimators

ASJC Scopus subject areas

Statistics and Probability
Computer Science Applications
Management Science and Operations Research
Computational Theory and Mathematics

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10.1007/BF01158468

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title = "Estimation for a class of simple queueing networks",

abstract = "Maximum likelihood estimators of the parameters of an open Jackson network are derived, and their joint asymptotic normality is established. The problem of estimation for tandem queues is discussed as a special case of the Jackson system. These results are valid when the system is not necessarily in equilibrium.",

keywords = "Jackson networks, asymptotic distributions, maximum likelihood estimators",

author = "D. Thiruvaiyaru and Basawa, {I. V.} and Bhat, {U. N.}",

year = "1991",

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AU - Bhat, U. N.

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N2 - Maximum likelihood estimators of the parameters of an open Jackson network are derived, and their joint asymptotic normality is established. The problem of estimation for tandem queues is discussed as a special case of the Jackson system. These results are valid when the system is not necessarily in equilibrium.

AB - Maximum likelihood estimators of the parameters of an open Jackson network are derived, and their joint asymptotic normality is established. The problem of estimation for tandem queues is discussed as a special case of the Jackson system. These results are valid when the system is not necessarily in equilibrium.

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KW - asymptotic distributions

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Estimation for a class of simple queueing networks

Abstract

Keywords

ASJC Scopus subject areas

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