Large deviations of multiclass M/G/1 queues

被引:1
|
作者
Dabrowski, Andre [2 ]
Lee, Jiyeon [1 ]
McDonald, David R. [2 ]
机构
[1] Yeungnam Univ, Dept Stat, Kyeongbuk 712749, South Korea
[2] Univ Ottawa, Dept Math & Stat, Ottawa, ON K1N 6N5, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Change of measure; h transform; multiclass queues; quasi-stationarity; rare events; CUSTOMERS;
D O I
10.1002/cjs.10026
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
Consider a multiclass M/G/1 queue where queued customers are served in their order of arrival at a rate which depends on the customer class. We model this system using a chain with states represented by a tree. Since the service time distribution depends on the customer class, the stationary distribution is not of product form so there is no simple expression for the stationary distribution. Nevertheless, we can find a harmonic function on this chain which provides information about the asymptotics of this stationary distribution. The associated h-transformation produces a change of measure that increases the arrival rate of customers and decreases the departure rate thus making large deviations common. The Canadian Journal of Statistics 37: 327-346; 2009 (C) 2009 Statistical Society of Canada
引用
收藏
页码:327 / 346
页数:20
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