Search for optimality in traffic matrix estimation: A rational approach by Cramér-Rao lower bounds

2006 2nd Conference on Next Generation Internet Design and Engineering, NGI 2006

Volumn , Issue , 2006, Pages 224-231

  Bermolen, Paola ^a   Vaton, Sandrine ^b   Juva, Ilmari ^c  

^a UNIVERSIDAD DE LA REPÚBLICA   (Uruguay)

^b ECOLE DES MINES DE NANTES   (France)

^c AALTO UNIVERSITY   (Finland)

Author keywords

[No Author keywords available]

Indexed keywords

CRAMER-RAO BOUNDS; MAXIMUM LIKELIHOOD; OPTIMAL CONTROL SYSTEMS; PARAMETER ESTIMATION; PROBLEM SOLVING;

CRAMÉR-RAO LOWER BOUND (CRLB); MEAN VARIANCE RELATIONSHIP; TRAFFIC MATRIX ESTIMATION;

TELECOMMUNICATION TRAFFIC;

EID: 34250188481     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NGI.2006.1678245     Document Type: Conference Paper

References (8)

1. A. Medina, N. Taft, K. Salamatian, S. Bhattacharyya, and C. Diot, "Traffic matrix estimation: Existing techniques and new directions", ACM SIGCOMM, Pittsburg, USA. August 2002.
2. S. Vaton, J.S. Bedo, A. Gravey, "Advanced methods for the estimation of the Origin Destination traffic matrix", Revue du 25ème anniversaire du GERAD, 2005.
3. J. Cao, D. Davis, S. V. Wiel, B. Yu, "Time-varying network tomography," Journal of the American Statistical Association, vol. 95, pp. 1063-1075, 2000.
4. A. Medina, K. Salamatian, N. Taft, I. Matta, Y. Tsang, C. Diot, "On the Convergence of Statistical Techniques for Inferring Network Traffic Demands", Tecnhical Report, 2003.
5. G.J. McLachlan and T. Krishnan, "The EM Algorithm and Extensions", John Wiley and Sons, Inc, 1997.
6. J. Cao, S. V. Wiel, B. Yu, Z. Zhu, "A scalable method for estimating network traffic matrices," Bell Labs Technical Report, 2001.
7. G. Liang, B. Yu, "Pseudo Likelihood Estimation in Network Tomography", in Infocom 2003.
8. Cisco NetFlow, www.cisco.com/warp/public/732/Tech/netflow.