Simplifying the synthesis of internet traffic matrices

Computer Communication Review

Volumn 35, Issue 5, 2005, Pages 93-96

  Roughan, Matthew ^a  

^a UNIVERSITY OF ADELAIDE   (Australia)

Author keywords

Topology; Traffic characterization; Traffic matrices

Indexed keywords

ALGORITHMS; COMPUTER NETWORKS; DISTRIBUTED COMPUTER SYSTEMS; NORMAL DISTRIBUTION; REAL TIME SYSTEMS; TOPOLOGY;

LOG-NORMAL DISTRIBUTION; TRAFFIC CHARACTERIZATION; TRAFFIC MATRICES;

TELECOMMUNICATION TRAFFIC;

EID: 33847253098     PISSN: 01464833     EISSN: 01464833     Source Type: Conference Proceeding    
DOI: 10.1145/1096536.1096551     Document Type: Conference Paper

References (17)

1. J. Cao, D. Davis, S. V. Wiel, and B. Yu. Time-varying network tomography. J. Amer. Statist. Assoc, 95(452): 1063-1075, 2000.
2. A. Feldmann, A. Greenberg, C. Lund, N. Reingold, J. Rexford, and F. True. Deriving traffic demands for operational IP networks: Methodology and experience. IEEE/ACM Trans. on Networking, pp. 265-279, June 2001.
3. B. Fortz, J. Rexford, and M. Thorup. Traffic engineering with traditional IP routing protocols. IEEE Communications Magazine, 40(10):118-124, October 2002.
4. J. Kowalski and B. Warfield. Modeling traffic demand between nodes in a telecommunications network. In ATNAC'95, 1995.
5. A. Lakhina, M. Crovella, and C. Diot. Diagnosing network-wide traffic anomalies. In ACM SIGCOMM, 2004.
6. A. Lakhina, K. Papagiannaki, M. Crovella, C. Diot, E. D. Kolaczyk, and N. Taft. Structural analysis of network traffic flows. In ACM SIGMETRICS / Performance, 2004.
7. A. Medina, N. Taft, K. Salamatian, S. Bhattacharyya, and C. Diot. Traffic matrix estimation: Existing techniques and new directions. In ACM SIGCOMM, Pittsburg, USA, 2002.
8. A. Nucci, A. Sridharan, and N. Taft. The problem of synthetically generating IP traffic matrices: Initial recommendations. ACM Computer Communication Review, 35(3), 2005.
9. R. B. Potts and R. M. Oliver. Flows in Transportation Networks. Academic Press, 1972.
10. P. Pyhnen. A tentative model for the volume of trade between countries. Weltwirtsch. Arch., 90:93-100, 1963.
11. M. Roughan, A. Greenberg, C. Kalmanek, M. Rumsewicz, J. Yates, and Y. Zhang. Experience in measuring Internet backbone traffic variability: Models, metrics, measurements and meaning. In ITC-18, pp. 379-388, Berlin, 2003.
12. M. Roughan, M. Thorup, and Y. Zhang. Traffic engineering with estimated traffic matrices. In ACM SIGCOMM Internet Measurement Conference, pp. 248-258, 2003.
13. C. Tebaldi and M. West. Bayesian inference on network traffic using link count data. J. Amer. Statist. Assoc, 93(442):557-576, 1998.
14. J. Tinbergen. Shaping the world economy: Suggestions for an International economic policy. The Twentieth Century Fund, 1962.
15. Y. Vardi. Network tomography: estimating source-destination traffic intensities from link data. J. Am. Statist. Assoc., 91:365-377, 1996.
16. Y. Zhang, M. Roughan, N. Duffield, and A. Greenberg. Fast accurate computation of large-scale IP traffic matrices from link loads. In ACM SIGMETRICS, pages 206-217, San Diego, California, June 2003.
17. Y. Zhang, M. Roughan, C. Lund, and D. Donoho. An information-theoretic approach to traffic matrix estimation. ACM SIGCOMM, pp. 301-312, Karlsruhe, Germany, 2003.