Network topology discovery using finite mixture models

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 2, Issue , 2004, Pages

  Shih, Meng Fu ^a   Hero III, Alfred O ^a  

^a University of Michigan   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; INTERNET; PACKET NETWORKS; PARAMETER ESTIMATION; SET THEORY; TOMOGRAPHY; TOPOLOGY; TREES (MATHEMATICS);

FINITE MIXTURE MODELS; LOGICAL GROUPING TREE; MAXIMUM APOSTERIRORI PROBABILITY (MAP); NETWORK TOPOLOGY;

CIRCUIT THEORY;

EID: 4644342539     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

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2. A. Bestavros, J. Byers, K. Harfoush, "Inference and labelling of metric-induced network topologies," IEEE Infocom 2002, New York, NY, June 2002.
3. R. Castro, M. Coates, G. Liang, R. Nowak, B. Yu, "Network tomography: recent developments," to appear in Statistical Science.
4. ns - Network Simulator. See http://www-mash. cs.berkeley.edu/ns/ns.html.
5. M. Coates and R. Nowak, "Network loss inference using unicast end-to-end measurement", ITC Conference on IP Traffic, Modelling and Management, Monterey, CA, Sep. 2000
6. A Pásztor and D. Veitch, "PC based precision timing without GPS," ACM SIGMETRICS, A, Marina Del Rey, Los Angeles, June 2002
7. Figueiredo M., Jain, A.K.,"Unsupervised learning of finite mixture models," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol.24, pp.381-396, Mar. 2002.