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《Acta Electronica Sinica》 2002-S1
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An Intelligent Packet Dropping Mechanism for Active Queue Management

REN Feng-yuan,LIN Chuang(Department of Computer Science and Technology, Tsinghua University, Beijing 100084, China)  
Active Queue Management maintains the smaller queuing delay and higher throughput by purposefully dropping packets at the intermediate nodes, and is becoming a focus in field of TCP end-to-end congestion control. Most of the existing AQM algorithms follow the probability-based packet dropping mechanism originated from RED, which is disadvantage to the router performance optimization because random number generation needs rather computational effort.In this paper,the congestion index is put forward to quantificationally describe the network congestion state. Then, a novel intelligent packet dropping mechanism is designed based on fuzzy logic.The off-line inference greatly simplifies on-line process,and thus it is very beneficial to optimize the router performance. The simulation results show that the intelligent mechanism is superior to the classical RED algorithm. It is insensitive to load variance, and able to resist against the disturbance caused by burst and short-lived http sessions,and non-elastic UDP connections, which is very suitable for the rapidly changeful network environment.
【Fund】: 国家自然科学基金(No.60273009和90104002);; 国家重点基础研究发展规划(973计划)项目(No.G1999032707); 国家高技术研究发展计划(863计划)课题(No.2001AA112080);; 清华大学信息学院985基础创新研究基金
【CateGory Index】: TP393.02
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【References】
Chinese Journal Full-text Database 4 Hits
1 ;基于模糊控制的主动队列管理技术分析[J];Heilongjiang Science and Technology Information;2008-01
2 GE Long,WAN Chun-fang,SUN Jin-sheng,WANG Zhi-quan(School of Automation,NUST,Nanjing 210094,China);Active Queue Management Algorithm Based on Fuzzy Control[J];Journal of Nanjing University of Science and Technology(Natural Science);2008-02
3 GE Zhi-hui,CHEN Zhi-gang,ZHANG Lian-ming,DENG Xiao-heng(School of Information Science and Engineering,Central South University,Changsha 410083,China);Novel intelligent packet loss differentiating mechanism for mobile ad hoc network[J];Journal on Communications;2007-03
4 ZENG Zhen-ping,WANG Bing-wen(Department of Control Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, China);A Review of Recent Advances in Internet Congestion Control Research[J];Journal of Chinese Computer Systems;2007-09
China Proceedings of conference Full-text Database 1 Hits
1 Du Zhaofeng Yu Zhongcheng Duan Junyi Institute of Information Engineering,YanShan University,QinHuang Dao,066004;A Active Queue Management Based Fuzzy Control[A];[C];2007
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 ZHANG Zhi-qun, DING Wei, WU Mu-qing (Continuing Education School, Beijing University of Posts and Telecommunications, Beijing 100876, China);The Improvement and Analysis to TCP/IP Congestion Control Mechanism in MPLS[J];Journal of Beijing University of Posts and Telecommunications;2002-02
2 YAO Ling,JI Hong,YUE Guang-xin (Laboratory of Digital Communication and Information Networks, Beijing University of Posts and Telecommunications, Beijing 100876, China);A Novel TCP over Wireless Fading Channel and Its Steady State Throughput Model[J];Journal of Beijing University of Posts and Telecommunications;2005-02
3 TAN Xing-ye, HUANG Zhou-song,LEI Zhen-ming (ATM R&D Center, Beijing University of Posts and Telecommunications, Beijing 100876,P.R.China);Study of configuration rules of Internet resources and queuing scheduler for supporting real-time service[J];Journal of Chongqing University of Posts and Telecommunications;2005-03
4 CHEN Jin-hua, SUN Jin-sheng(Department of Automation, Nanjing University of Science and Technology, Nanjing 210094,China);Intelligent PID congestion control algorithm[J];Journal of Changchun Post and Telecommunication Institute;2004-04
5 YIN Feng-jie,JING Yuan-wei,YUE Xiao-ning (School of Information Science & Engineering,Northeastern University,Shenyang 110004,China.);Design of a Robust Active Queue Management Algorithm Based on Fuzzy Variable Structure Control[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2006-03
6 ZHURui-jun~*,MAJi-rong,ZHONGChong-quan,WANGWei ( School of Electr. and Inf. Eng., Dalian Univ. of Technol., Dalian 116024, China );Stable congestion control algorithm with max-min fairness[J];Journal of Dalian University of Technology;2004-02
7 WANG Bin, DAI Lian-kui, WU Tie-jun ( Institute of Intelligent Systems and Decision Making, Zhejiang University, Hangzhou 310027, China );A Dynamic Model of TCP/IP Networks[J];Journal of Circuits and Systems;2004-01
8 Wu Jieyi Zhang Sabing Zhang Xiaolin Xia Shilin (CIMS Center, Southeast University, Nanjing 210096);A Fuzzy Flow Control Mechanism for Congestion Control in Computer Networks[J];Journal of Southeast Univwrsity(Natural Science Edition);2001-01
9 Jia Yongxing Chen Ming (Institute of Communication Engineering, PLA University of Science and Technology, Nanjing 210016,China);Architectural research of providing guaranteed services for differentiated services network[J];Journal of Southeast Univwrsity(Natural Science Edition);2002-01
10 SHENG Li jie,LIN Chuang,WU Jian ping(Department of Computer Science and Technology,Tsinghua University,Beijing 100084,China);Modeling and Performance Analysis of a Differentiated Services Scheme[J];Acta Electronica Sinica;2000-S1
China Proceedings of conference Full-text Database 1 Hits
1 Cai Hua Wang Hanlin Hu Weili (Department of Automation, Nanjing Univereity of Science and Technology, Nanjing 210094, China);Delay performance simulation of network traffic based on self-similarity[A];[C];2004
【Secondary References】
Chinese Journal Full-text Database 3 Hits
1 QU Feng~1,YAN Da-yuan~2(1.NO.91655 Army of PLA,Beijing 100036,China;2.School of Information Science and Technology,Beijing Institute of Technology,Beijing 100081,China);Modified RED algorithm based on dynamic partial buffer sharing mechanism[J];Journal of PLA University of Science and Technology(Natural Science Edition);2006-05
2 ZHOU Li,MENG Xiang-ru,MA Hai-yuan Telecommunication Engineering Institute,Air Force Engineering University,Xi’an 710077,China;Application of fuzzy logic-based Random Early Detection in multicast congestion control[J];Computer Engineering and Applications;2009-28
3 PENG Yi-fei1,2,ZHANG Ju-xian3(1.Institute of Laser and Information,Shaoyang University,Shaoyang,Hunan 422000;2.College of Computer and Communication,Hunan University,Changsha 410082;3.Changsha Telecommunications and Technology Vocational College,Changsha 410015);Research on Comparison of TCP Source Algorithm in Internet Congestion Control[J];Journal of Shaoyang University(Natural Science Edition);2008-02
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