A new TCP/AQM system analysis

被引:33
作者
Xu, Qin [1 ]
Li, Fan [2 ]
Sun, Jinsheng [3 ]
Zukerman, Moshe [2 ]
机构
[1] Jinling Inst Technol, Sch Network & Commun Engn, Nanjing, Jiangsu, Peoples R China
[2] City Univ Hong Kong, Dept Elect Engn, Hong Kong, Hong Kong, Peoples R China
[3] Nanjing Univ Sci & Technol, Dept Automat, Nanjing, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
MGT fluid model; Control system; Networking; Congestion control; TCP/AQM; ACTIVE QUEUE MANAGEMENT; ADAPTIVE VIRTUAL QUEUE; TCP; MODEL; ALGORITHM; NETWORKS; DESIGN;
D O I
10.1016/j.jnca.2015.07.004
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The Misra, Gong and Towsley (MGT) fluid model for Transmission Control Protocol (TCP) has been used extensively to guide designs of Active Queue Management (AQM) schemes aiming to alleviate adverse effects of Internet congestion. In this paper, we provide a new analysis of a TCP/AQM system that aims to improve the accuracy of the MGT fluid model especially in heavy traffic conditions. The analysis is based on the consideration of two extreme congestion scenarios that leads to the derivation of upper and lower bounds for the queue length and marking probability dynamics and showing that they approach each other in steady state. Both discrete and continuous time models are provided. Simulation results demonstrate that the new model achieves a significantly higher level of accuracy than a simplified version of the MGT fluid model. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:43 / 60
页数:18
相关论文
共 29 条
[1]   REM: Active queue management [J].
Athuraliya, S ;
Low, SH ;
Li, VH ;
Yin, QH .
IEEE NETWORK, 2001, 15 (03) :48-53
[2]  
Blanton E, 2009, RFC5681
[3]   A survey of TCP-friendly router-based AQM schemes [J].
Chatranon, G ;
Labrador, MA ;
Banerjee, S .
COMPUTER COMMUNICATIONS, 2004, 27 (15) :1424-1440
[4]   Improving network congestion: A RED-based FuzzyPID approach [J].
Chen, Jengchung V. ;
Chen, Fu-Chi ;
Tarn, J. Michael ;
Yen, David C. .
COMPUTER STANDARDS & INTERFACES, 2012, 34 (05) :426-438
[5]   Design a PID controller for active queue management [J].
Fan, YF ;
Ren, FY ;
Lin, C .
EIGHTH IEEE INTERNATIONAL SYMPOSIUM ON COMPUTERS AND COMMUNICATION, VOLS I AND II, PROCEEDINGS, 2003, :985-990
[6]   The blue active queue management algorithms [J].
Feng, WC ;
Shin, KG ;
Kandlur, DD ;
Saha, D .
IEEE-ACM TRANSACTIONS ON NETWORKING, 2002, 10 (04) :513-528
[7]   Theories and models for Internet quality of service [J].
Firoiu, V ;
Le Boudec, JY ;
Towsley, D ;
Zhang, ZL .
PROCEEDINGS OF THE IEEE, 2002, 90 (09) :1565-1591
[8]  
Floyd S, 1994, COMPUT COMMUN REV, V24, DOI DOI 10.1145/205511.205512
[9]   Random Early Detection Gateways for Congestion Avoidance [J].
Floyd, Sally ;
Jacobson, Van .
IEEE-ACM TRANSACTIONS ON NETWORKING, 1993, 1 (04) :397-413
[10]  
Franklin G., 2006, FEEDBACK CONTROL DYN, V5th