Network Tomography and Inference: Publications
Available Bandwidth Estimation
- F. Thouin, M.J. Coates, and M.G. Rabbat,
Large scale probabilistic available bandwidth estimation,
Computer Networks, vol. 55, no. 9, pp. 2065-2078, Jun. 2011.
- F. Thouin, M. Coates, and M. Rabbat, Real-time multi-path tracking of probabilistic
available bandwidth, Technical Report, Jul. 2010.
- F. Thouin, M. Coates, and M. Rabbat, Efficient network-wide
feasible rate estimation, in ACM SIGMETRICS Workshop on
Learning for Networking, Seattle, June, 2009.
- V. Ribeiro, M. J. Coates, B. Hendricks, S. Sarvotham, R. Riedi and R. Baraniuk,
Multifractal cross-traffic estimation, in Proc. ITC Conference on IP Traffic, Modelling and Management, Monterey, CA, September 2000.
Active and Compressed Network Monitoring
- Y. Pointurier, M. J. Coates and M. Rabbat,
Active monitoring of all-optical networks,
in Proc. IEEE Int. Conf. on Transparent Optical Networks (ICTON), Athens, Greece, June 2008.
- M.J. Coates, Y. Pointurier and M. Rabbat,
Compressed network monitoring for IP and all-optical networks,
in Proc. of the ACM/Usenix Internet Measurement Conference (IMC), San Diego, CA, USA, Oct. 2007.
Congestion Price Estimation
- R.W. Thommes and M.J. Coates,
Deterministic packet marking for time-varying congestion
price estimation, IEEE/ACM Transactions on Networking,
vol. 14, no. 3, pp. 592-602, June, 2006.
- R.W. Thommes and M.J. Coates,
Deterministic packet marking for maximum link price estimation , in Proc. Canadian Workshop on Information Theory, Montreal, Quebec, Canada, June 2005.
- R. Thommes and M. J. Coates,
Deterministic packet marking for congestion price estimation,
in Proc. IEEE Infocom, Hong Kong, March 2004.
Network Tomography Review Articles
- R. Castro, M. J. Coates, G. Liang, R. Nowak and B. Yu,
Network tomography: recent developments, Statistical Science,
vol. 19, no. 3, Aug. 2004, pp. 499–517. Journal Site: Statistical
Science
- M.J. Coates, A.O. Hero, R. Nowak, and B. Yu,
Internet tomography, review article, IEEE Signal Processing Magazine, May 2002.
Network Topology Identification
- M. J. Coates, M. Rabbat and R. Nowak,
Merging logical topologies using end-to-end measurements in Proc. Internet Measurement Conference
(IMC), Miami, Florida, October 2003.
- M. Rabbat, R. Nowak and M. Coates,
Network tomography and the identification of shared infrastructure, in Proc. Asilomar Conf. Signals, Systems, and Computers, Pacific Grove, California, Nov. 2002.
- M.J. Coates, R. Castro, M. Gadhiok, R. King, Y. Tsang and R. Nowak,
Maximum likelihood network topology identification from edge-based unicast measurements,
in Proc. ACM Sigmetrics, Marina Del Rey, California, Jun. 2002.
- R. Castro, M. J. Coates and R. Nowak,
Maximum likelihood topology identification from end-to-end measurements, in Proc. DIMACS Workshop on Internet Measurement, Mapping and Modeling, Piscataway, NJ, Feb. 2002.
Multiple-source Tomography
- M. Rabbat, M.J. Coates and R.D. Nowak,
Multiple source Internet tomography, IEEE J. Sel. Areas Communication, Special Issue on Sampling the
Internet: Techniques and Applications, vol. 24, no. 12, pp. 2221-2234, Dec.
2006.
- M. Rabbat, R. Nowak and M. J. Coates,
Multiple source, multiple destination network tomography, in Proc. IEEE Infocom, Hong Kong, March 2004.
Network Loss and Delay Tomography
- Y. Tsang, M. J. Coates, and R. Nowak,
Network delay tomography, IEEE
Trans. Signal Processing, special issue on Signal Processing in Networking,
vol. 51, no. 8, pp. 2125-2136, Aug. 2003.
- Y. Tsang, M. J. Coates, and R. Nowak,
Nonparametric Internet tomography, in Proc. IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP), Orlando, Florida, May 2002.
- M. J. Coates and R. Nowak,
Sequential Monte Carlo inference of internal delays in nonstationary data networks, IEEE Transactions on Signal Processing, Special Issue on Monte Carlo Methods for Statistical Signal Processing, vol . 50, no. 2, pp. 366-376,
Feb. 2002.
- Y. Tsang, M. J. Coates and R. Nowak,
Passive network tomography using EM algorithms, in Proc. IEEE Int.
Conf. Acoustics, Speech, and Signal Processing (ICASSP), Salt Lake City, Utah, May 2001.
- M. J. Coates and R. Nowak,
Network tomography for internal delay estimation, in Proc. IEEE
Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP), Salt Lake City, Utah, May 2001.
- M. J. Coates and R. Nowak,
Network loss inference using unicast end-to-end measurement, in Proc. ITC Conference on IP Traffic,
Modelling and Management, Monterey, CA, September 2000.