A NEW VIEW OF THE HEAVY-TRAFFIC LIMIT-THEOREM FOR INFINITE-SERVER QUEUES

被引:48
作者
GLYNN, PW
WHITT, W
机构
[1] STANFORD UNIV,DEPT OPERAT RES,STANFORD,CA 94305
[2] AT&T BELL LABS,MURRAY HILL,NJ 07974
[3] CARLETON UNIV,DEPT MATH & STAT,OTTAWA K1S 5B6,ONTARIO,CANADA
关键词
MANY-SERVER QUEUES; HEAVY TRAFFIC; DIFFUSION APPROXIMATIONS; QUEUING NETWORKS; GAUSSIAN DISTRIBUTIONS; STRONG APPROXIMATIONS; G/G/INFINITY QUEUES;
D O I
10.2307/1427517
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
This paper presents a new approach for obtaining heavy-traffic limits for infinite-server queues and open networks of infinite-server queues. The key observation is that infinite-server queues having deterministic service times can easily be analyzed in terms of the arrival counting process. A variant of the same idea applies when the service times take values in a finite set, so this is the key assumption. In addition to new proofs of established results, the paper contains several new results, including limits for the work-in-system process, limits for steady-state distributions, limits for open networks with general customer routes, and rates of convergence. The relatively tractable Gaussian limits are promising approximations for many-server queues and open networks of such queues, possibly with finite waiting rooms.
引用
收藏
页码:188 / 209
页数:22
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