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Abstract: Traffic matrices are required inputs for many IP network management tasks: for instance, capacity planning, traffic engineering and network reliability analysis. However, it is difficult to measure these matrices directly, and so there has been recent interest in inferring traffic matrices from link measurements and other more easily measured data. Typically, this inference problem is ill-posed, as it involves significantly more unknowns than data. Experience in many scientific and engineering... (Update)
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BibTeX entry: (Update)
Y. Zhang, M. Roughan, C. Lund, and David Donoho. An Information-Theoretic Approach to Traffic Matrix Estimation. ACM SIGCOMM, August 2003. 13 http://citeseer.ist.psu.edu/zhang03informationtheoretic.html More
@misc{ zhang03informationtheoretic,
author = "Y. Zhang and M. Roughan and C. Lund and D. Donoho",
title = "An Information-Theoretic Approach to Traffic Matrix Estimation",
text = "Y. Zhang, M. Roughan, C. Lund, and David Donoho. An Information-Theoretic
Approach to Traffic Matrix Estimation. ACM SIGCOMM, August 2003. 13",
year = "2003",
url = "citeseer.ist.psu.edu/zhang03informationtheoretic.html" }
Citations (may not include all citations):194 Atomic decomposition by basis pursuit - Chen, Donoho et al. - 2001
124 Ill-posed problems in early vision (context) - Bertero, Poggio et al. - 1988
117 Measuring ISP topologies with Rocketfuel - Spring, Mahajan et al. - 2002
104 Deriving traffic demands for operational IP networks: Method.. - Feldmann, Greenberg et al. - 2001
79 Network tomography: estimating source-destination traffic in.. (context) - Vardi - 1996
72 Netscope: Traffic engineering for IP networks - Feldmann, Greenberg et al. - 2000
57 Regularization tools: A Matlab package for analysis and solu.. - Hansen - 1994
43 Traffic matrix estimation: Existing techniques and new direc.. - Medina, Taft et al. - 2002
32 Fast accurate computation of large-scale IP traffic matrices.. - Zhang, Roughan et al. - 2003
29 Bayesian inference on network traffic using link count data - Tebaldi, West - 1998
24 Geophysical Inverse Theory (context) - Parker - 1994
22 Solving ill-conditioned and singular linear systems: A tutor.. - Neumaier - 1998
20 Inferring link weights using end-to-end measurements - Mahajan, Spring et al. - 2002
17 Relative Information (context) - Jumarie - 1990
16 Time-varying network tomography (context) - Cao, Davis et al. - 2000
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