A globally stable adaptive congestion control scheme for Internet-style networks with delay

被引:79
作者
Alpcan, T
Basar, T
机构
[1] Univ Illinois, Coordinated Sci Lab, Urbana, IL 61801 USA
[2] Univ Illinois, Dept Elect & Comp Engn, Urbana, IL 61801 USA
基金
美国国家科学基金会;
关键词
congestion control; control theory; economics; Internet; mathematical programming/optimization; noncooperative games; simulations; stability;
D O I
10.1109/TNET.2005.860099
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we develop, analyze and implement a congestion control scheme in a noncooperative game framework, where each user's cost function is composed of a pricing function proportional to the queueing delay experienced by the user, and a fairly general utility function which captures the user demand for bandwidth. Using a network model based on fluid approximations and through a realistic modeling of queues, we establish the existence of a unique equilibrium as well as its global asymptotic stability for a general network topology, where boundary effects are also taken into account. We also provide sufficient conditions for system stability when there is a bottleneck link shared by multiple users experiencing nonnegligible communication delays. In addition, we study an adaptive pricing scheme using hybrid systems concepts. Based on these theoretical foundations, we implement a window-based, end-to-end congestion control scheme, and simulate it in ns-2 network simulator on. various network topologies with sizable propagation delays.
引用
收藏
页码:1261 / 1274
页数:14
相关论文
共 36 条
[1]  
Alpcan T, 2003, 42ND IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-6, PROCEEDINGS, P1092
[2]  
Alpcan T, 2003, IEEE INFOCOM SER, P2039
[3]  
Alpcan T, 2002, IEEE DECIS CONTR P, P1218, DOI 10.1109/CDC.2002.1184680
[4]  
ALPCAN T, 2000, P SPIE INT S INF TEC, V2411
[5]   Competitive routing in networks with polynomial costs [J].
Altman, E ;
Basar, T ;
Jiménez, T ;
Shimkin, N .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2002, 47 (01) :92-96
[6]   Multiuser rate-based flow control [J].
Altman, E ;
Basar, T .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1998, 46 (07) :940-949
[7]  
[Anonymous], 2004, MATH INTERNET CONGES, DOI DOI 10.1007/978-0-8176-8216-3
[8]  
Basar T, 2002, IEEE INFOCOM SER, P294, DOI 10.1109/INFCOM.2002.1019271
[9]  
Basar T., 1998, Dynamic noncooperative game theory
[10]   TCP VEGAS - END-TO-END CONGESTION AVOIDANCE ON A GLOBAL INTERNET [J].
BRAKMO, LS ;
PETERSON, LL .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 1995, 13 (08) :1465-1480