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Limit theorems for queueing systems with doubly stochastic poisson arrivals (heavy traffic conditions)
Afanas’eva L., Bashtova E. Problems of Information Transmission44 (4):352-369,2008.Type:Article
Date Reviewed: Jun 9 2009

Queueing theory, generally considered a branch of operations research, is applicable in a wide variety of situations encountered in commerce, business, industry, public service, and engineering.

Most queueing applications and a large part of queueing theory are based on the assumption that arriving flows form a Poisson process. However, for some special applications, this assumption is inadequate; thus, alternative mathematical models are expected to be employed to simulate arriving flows. A doubly stochastic Poisson process, for example, is better than a Poisson process, when used to measure the number of claims due to a catastrophic event.

This paper discusses a single-sever queueing system with a doubly stochastic Poisson arriving flow, under heavy traffic conditions. After giving a brief introduction to this special queueing model in Sections 1 and 2, the authors formulate the main result of this paper, a theorem on the existence of a limiting regime, in Section 3. In the next two sections, they discuss different cases of convergence of a limiting stationary queue length under heavy traffic. Several examples of computations of coefficient sigma² are also presented, in Section 6.

Overall, this is a well-written paper that should give interested readers a good sense of the queueing theory of a special model of arriving flows, such as a doubly stochastic Poisson process.

Reviewer:  Hao Wang Review #: CR136930 (1002-0184)
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Queueing Theory (G.3 ... )
 
 
Formal Models Of Communication (E.4 ... )
 
 
Stochastic Processes (G.3 ... )
 
 
Coding And Information Theory (E.4 )
 
 
Probability And Statistics (G.3 )
 
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