ON POSITIVE HARRIS RECURRENCE OF MULTICLASS QUEUEING NETWORKS: A UNIFIED APPROACH VIA FLUID LIMIT MODELS

被引:507
作者
Dai, J. G. [1 ,2 ]
机构
[1] Georgia Inst Technol, Sch Ind & Syst Engn, Atlanta, GA 30332 USA
[2] Georgia Inst Technol, Sch Math, Atlanta, GA 30332 USA
关键词
Multiclass queueing networks; Harris positive recurrent; stability; fluid approximation;
D O I
10.1214/aoap/1177004828
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
It is now known that the usual traffic condition (the nominal load being less than 1 at each station) is not sufficient for stability for a multiclass open queueing network. Although there has been some progress in establishing the stability conditions for a multiclass network, there is no unified approach to this problem. In this paper, we prove that a queueing network is positive Harris recurrent if the corresponding fluid limit model eventually reaches zero and stays there regardless of the initial system configuration. As an application of the result, we prove that single class networks, multiclass feedforward networks and first-buffer first-served preemptive resume discipline in a reentrant line are positive Harris recurrent under the usual traffic condition.
引用
收藏
页码:49 / 77
页数:29
相关论文
共 51 条
[1]  
[Anonymous], 1992, ADVENTURES STOCHASTI
[2]  
[Anonymous], 1994, MARKOV CHAINS STOCHA
[3]   ERGODICITY OF JACKSON-TYPE QUEUING-NETWORKS [J].
BACCELLI, F ;
FOSS, S .
QUEUEING SYSTEMS, 1994, 17 (1-2) :5-72
[4]   OPEN, CLOSED, AND MIXED NETWORKS OF QUEUES WITH DIFFERENT CLASSES OF CUSTOMERS [J].
BASKETT, F ;
CHANDY, KM ;
MUNTZ, RR ;
PALACIOS, FG .
JOURNAL OF THE ACM, 1975, 22 (02) :248-260
[5]  
Bernard A., 1991, Stochastics and Stochastics Reports, V34, P149, DOI 10.1080/17442509108833680
[6]   LIMIT-THEOREMS FOR QUEUING-NETWORKS .1. [J].
BOROVKOV, AA .
THEORY OF PROBABILITY AND ITS APPLICATIONS, 1987, 31 (03) :413-427
[7]  
BOTVITCH D. D., 1992, 1772 INRIA
[8]   INSTABILITY OF FIFO QUEUEING NETWORKS [J].
Bramson, Maury .
ANNALS OF APPLIED PROBABILITY, 1994, 4 (02) :414-431
[9]   DISCRETE FLOW NETWORKS - BOTTLENECK ANALYSIS AND FLUID APPROXIMATIONS [J].
CHEN, H ;
MANDELBAUM, A .
MATHEMATICS OF OPERATIONS RESEARCH, 1991, 16 (02) :408-446
[10]  
CHEN H., 1994, OPEN HETEROGENEOUS F