Stability conditions for multiclass fluid queueing networks

被引:29
作者
Bertsimas, D
Gamarnik, D
Tsitsiklis, JN
机构
[1] MIT,CTR OPERAT RES,CAMBRIDGE,MA 02139
[2] MIT,INFORMAT & DECIS SYST LAB,CAMBRIDGE,MA 02139
基金
美国国家科学基金会;
关键词
D O I
10.1109/9.543999
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We introduce a new method to investigate stability of work-conserving policies in multiclass queueing networks. The method decomposes feasible trajectories and uses linear programming to test stability, We show that this Linear program is a necessary and sufficient condition for the stability of all work-conserving policies for multiclass fluid queueing networks with two stations. Furthermore, we find new sufficient conditions for the stability of multiclass queueing networks involving any number of stations and conjecture that these conditions are also necessary. Previous research had identified sufficient conditions through the use of a particular class of (piecewise linear convex) Lyapunov functions, Using linear programming duality, we show that for two-station systems the Lyapunov function approach is equivalent to ours and therefore characterizes stability exactly.
引用
收藏
页码:1618 / 1631
页数:14
相关论文
共 19 条
[1]  
[Anonymous], 1992, PROBLEMY PEREDACHI I
[2]  
BERTSIMAS D, 1996, INTRO LINEAR OPTIMIZ
[3]  
BOROVKOV A. A., 1986, THEOR PROBAB APPL, V31, P413
[4]  
BOTVICH DD, 1992, 1772 INRIA
[5]  
BRAMSON M, 1994, ANN APPL PROBAB, V2, P414
[6]  
CHEN H, 1994, STABILITY MULTICLASS
[7]   FLUID APPROXIMATIONS AND STABILITY OF MULTICLASS QUEUEING NETWORKS: WORK-CONSERVING DISCIPLINES [J].
Chen, Hong .
ANNALS OF APPLIED PROBABILITY, 1995, 5 (03) :637-665
[8]   ON POSITIVE HARRIS RECURRENCE OF MULTICLASS QUEUEING NETWORKS: A UNIFIED APPROACH VIA FLUID LIMIT MODELS [J].
Dai, J. G. .
ANNALS OF APPLIED PROBABILITY, 1995, 5 (01) :49-77
[9]  
DAI JG, 1994, STABILITY INSTABILIT
[10]   STABILITY OF ACYCLIC MULTICLASS QUEUING-NETWORKS [J].
DOWN, D ;
MEYN, SP .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1995, 40 (05) :916-919