Modeling Internet backbone traffic at the flow level

被引：56

作者：

Barakat, C ^{[1
]}

Thiran, P

Iannaccone, G

Diot, C

Owezarski, P

机构：

[1] INRIA, F-06902 Sophia Antipolis, France

[2] Ecole Polytech Fed Lausanne, CH-1015 Lausanne, Switzerland

[3] ATL, Burlingame, CA 94010 USA

[4] INTEL Res, Cambridge, England

[5] CNRS, LAAS, F-31077 Toulouse, France

来源：

IEEE TRANSACTIONS ON SIGNAL PROCESSING | 2003年 / 51卷 / 08期

关键词：

measurements; noncongested backbone links; Poisson shot noise; traffic modeling;

D O I：

10.1109/TSP.2003.814521

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

Our goal is to design a traffic model for noncongested Internet backbone links, which is simple enough to be used in network operation, while being as general as possible. The proposed solution is to model the traffic at the flow level by a Poisson shot-noise process. In our model, a flow is a generic notion that must be able to capture the characteristics of any kind of data stream. We analyze the accuracy of the model with real traffic traces collected on the:Sprint Internet protocol (IP) backbone network. Despite its simplicity, our model provides a good approximation of the real traffic observed in the backbone and of its variation. Finally, we discuss the application of our model to network design and dimensioning.

引用

页码：2111 / 2124

页数：14

共 50 条

[1] Traffic modeling for Internet backbone networks
Smith, RF
Martinez, AB
PROCEEDINGS OF THE THIRTY-SEVENTH SOUTHEASTERN SYMPOSIUM ON SYSTEM THEORY, 2005, : 119 - 123
[2] Modeling and Characterizing Internet Backbone Traffic
Yang Jie
He Yang
Lin Ping
Cheng Gang
CHINA COMMUNICATIONS, 2010, 7 (05) : 49 - 56
[3] Flow-level traffic analysis of the Blaster and Sobig worm outbreaks in an Internet backbone
Dübendorfer, T
Wagner, A
Hossmann, T
Plattner, B
DETECTION OF INTRUSIONS AND MALWARE, AND VULNERABILITY ASSESSMENT, PROCEEDINGS, 2005, 3548 : 103 - 122
[4] A flow-based model for Internet backbone traffic
Barakat, C
Thiran, P
Iannaccone, G
Diot, C
Owezarski, P
IMW 2002: PROCEEDINGS OF THE SECOND INTERNET MEASUREMENT WORKSHOP, 2002, : 35 - 47
[5] Large-scale measurement and modeling of backbone Internet traffic
Roughan, M
Gottlieb, J
INTERNET PERFORMANCE AND CONTROL OF NETWORK SYSTEMS III, 2002, 4865 : 190 - 201
[6] Backbone bore brunt of Internet traffic
Studt, T
R&D MAGAZINE, 1996, 38 (09): : 25 - 25
[7] The Research of a Network Traffic in a Backbone Internet Channel
Porshnev, S., V
Koposov, A. S.
Bozhalkin, D. A.
2015 INTERNATIONAL SIBERIAN CONFERENCE ON CONTROL AND COMMUNICATIONS (SIBCON), 2015,
[8] Backbone Internet traffic intensities and statistics in Sudan
Osman, Hiba M.
Sharif, Sami M.
ElHag, Huda M. A.
3RD INT CONF ON CYBERNETICS AND INFORMATION TECHNOLOGIES, SYSTEMS, AND APPLICAT/4TH INT CONF ON COMPUTING, COMMUNICATIONS AND CONTROL TECHNOLOGIES, VOL 3, 2006, : 148 - +
[9] A pragmatic definition of elephants in Internet backbone traffic
Papagiannaki, K
Taft, N
Bhattacharyya, S
Thiran, P
Salamatian, K
Diot, C
IMW 2002: PROCEEDINGS OF THE SECOND INTERNET MEASUREMENT WORKSHOP, 2002, : 175 - 176
[10] Long range dependence in Internet backbone traffic
Yao, L
Apple, M
Ganbar, J
Doroslovacki, M
2003 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-5: NEW FRONTIERS IN TELECOMMUNICATIONS, 2003, : 1611 - 1615

← 1 2 3 4 5 →