A New Method for Deriving Waiting-Time Approximations in Polling Systems with Renewal Arrivals

被引:12
作者
Dorsman, J. L. [1 ,2 ]
van der Mei, R. D. [2 ,3 ]
Winands, E. M. M. [3 ]
机构
[1] Eindhoven Univ Technol, Dept Math & Comp Sci, EURANDOM, NL-5600 MB Eindhoven, Netherlands
[2] CWI, Probabil & Stochast Networks, Amsterdam, Netherlands
[3] Vrije Univ Amsterdam, Dept Math, Amsterdam, Netherlands
关键词
Approximation; Polling systems; Renewal arrivals; Waiting-time distribution; SWITCH-OVER TIMES; MODELS; SETUPS;
D O I
10.1080/15326349.2011.567933
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We study the waiting-time distributions in cyclic polling models with renewal arrivals, general service and switch-over times, and exhaustive service at each of the queues. The assumption of renewal arrivals prohibits an exact analysis and reduces the available analytic results to heavy-traffic asymptotics, limiting results for large switch-over times and large numbers of queues, and some numerical algorithms. Motivated by this, the goal of this paper is to propose a new method for deriving simple closed-form approximations for the complete waiting-time distributions that work well for arbitrary load values. Extensive simulation results show that the approximations are highly accurate over a wide range of parameter settings.
引用
收藏
页码:318 / 332
页数:15
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