基于网络行为和协议的多分网络流量建模

journal6 ›› 2007, Vol. 28 ›› Issue (2): 44-47.

基于网络行为和协议的多分网络流量建模

（1.吉首大学物理科学与信息工程学院,湖南吉首 416000；2.嘉兴学院图书馆,浙江嘉兴 314000）

出版日期:2007-03-25 发布日期:2012-06-18
作者简介:丁雷(1972-)，男，湖南临湘人，吉首大学物理科学与信息工程学院讲师，博士生，主要从事软件工程、网络计算及人工智能研究.
基金资助:
湖南教育厅科学研究项目（05C141）

Multiflow Network Model Based on the Network Behavior and Protocol

(1.School of Physical Science and Information Engineering of Jishou University,Jishou 416000,Hunan China;2.Library of Jiaxing College，Jiaxing 314000,Zhejiang China)

Online:2007-03-25 Published:2012-06-18

摘要/Abstract

摘要：通过对网络行为的分析，量化了用户的行为、网络业务、传输控制对网络流量多分形的影响，分析了影响多分形特性的物理成因以及网络协议构成对流量多分形特性的影响，并建立了基于网络行为和协议构成的多分网络流量模型.

关键词： 网络行为, 多分流网络, 网络协议

Abstract: Through the analysis of the network behavior,this paper measures the influence on the multiflow network from the three sides,namely the user’s behavior,network business and transport control.This paper presents the physical factors and the network protocol structure which influence the multiflow character.At last this paper designs the multiflow model based on the network behavior and protocol structure.

Key words: network behavior, multiflow network, network protocol

丁雷, 陈炳权, 陈丽萍, 孟凡斌. 基于网络行为和协议的多分网络流量建模[J]. journal6, 2007, 28(2): 44-47.

DING Lei, CHEN Bing-Quan, CHEN Li-Ping, MENG Fan-Bin. Multiflow Network Model Based on the Network Behavior and Protocol[J]. journal6, 2007, 28(2): 44-47.

参考文献

[1] ABRY P，BARANIUK R，FLANDRIN P,et al.Multiscale Nature of Network Traffic Signal Processing Magazine [J].IEEE,2002,19(3):28-46.

[2] LELAND WILL E (BELLCORE)，WILLINGER WALTER，TAQQY MURADS，et al.On the Self-Similar Nature of Ethernet Traffic　[J].Computer Communication Review,1995,25(1):202-213.

[3] RYU B,LOWEN S.Point Process Approaches for Modeling and Nnalysis of Self-Similar Traffic,Part II-Applications [C].Proc.5th International Conference on Telecommunications Systems,Modeling,and Analysis,1997.

[4] CROVELLA M E，BESTAVROS A.Self-Similarity in World Wide Web Traffic:Evidence and Possible Causes [J].Networking,IEEE/ACM Transactions on,1997,5(6)：835-846.

[5] VERES A，KENESI Z S，MOLNAR S,et al.TCP's Role in the Propagation of Self-Similarity in the Internet [J].Computer Communications,2003,26(8)：899-913.

[6] DOI HIROKI，MATSUDA TAKAHIRO，YAMAMOTO MIKI.Influences of TCP Congestion Control Mechanisms to Multi-Fractal Nature of Generated Traffic [J].Conference Record/IEEE Global Telecommunications Conference,2003,8：3 658-3 662.

[7] CHEN Yu-feng,DONG Ya-bo,LU Dong-ming,et al.A Simulating Framework of Self-Similar TCP Traffic at Aggregated Level [A].IEEE International Symposium and School on Advanced Distributed Systems [C].Tainwan:IEEE,2005.1 094-1 098.

[8] NORROS I.A Storage Model with Self-Similar Input Queueing Systems [J].Theory and Applications,1994，16(2):387-396.

[9] RIBEIRO V J，RIEDI R H，CROUSE M S,et al.Multiscale Queuing Analysis of Long-Range-Dependent Network Traffic [A].Proc. IEEE INFOCOM 2000 [C].Tel. Aviv.,Israel:IEEE,2000.1 026-1 035.

[10] QUAN Zhi，CHUNG JONG-MOON.Impact of Self-Similarity on Performance Evaluation in Differential Service Networks [J].Midwest Symposium on Circuits and Systems,2002,2：326-329.

[11] MICHELE GARETTO,DON TOSWLEY.Modeling,Simulation and Measurements of Queuing Delay Under Long-Tail Internet Traffic [C].Proceedings of ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems,2003.

[12] CATHY H XIA,LIU Zhen.Queueing Systems with Long-Range Dependent Input Process and Subexponential Service Times [C].Proceedings of the 2003 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems,2003.

[13] DANG TRANG DINH，MOLNAR SANDOR，MARICZA ISTVAN.Performance Analysis of Multifractal Network Traffic [J].European Transactions on Telecommunications,2004,15(2)：63-78.

[14] LIU N X，BARAS J S.Long-Run Performance Analysis of a Multi-Scale TCP Traffic Model [J].IEE Proceedings:Communications,2004,15(3)：251-257.

[15] LIU NELSON X，BARAS JOHN S.Statistical Modeling and Performance Analysis of Multi-Scale Traffic [J].Proceedings-IEEE INFOCOM,2003,3：1 837-1 8

47.

[16] WANG JONATHAN L，ERRAMILLI ASHOK.Connection Admission Control Algorithm for Self-Similar Traffic [J].Conference Record/IEEE Global Telecommunicat

ions Conference,1999,2：1 623-1 628.

[17] TUAN TSUNYI，PARK KIHONG.Multiple Time Scale Congestion Control for Self-Similar Network Traffic [J].Performance Evaluation,1999,36(37)：359-386.

[18] SIKDAR B，CHANDRAYANA K，VASTOLA K S,et al.On Reducing the Degree of Second-Order Scaling in Network Traffic [A].Proceeding of IEEE GLOBECOM Global [C].Los Angeles,USA:IEEE,2002.2 594-2 598.

[19] ELBIAZE HALIMA，CHAHED TIJANI，ATMACA TULIN,et al.Shaping Self-Similar Traffic at Access of Optical Network [J].Performance Evaluation,2003,53(3-4)：187-208.