Publications

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Üstebay, D., B. N. Oreshkin, M. J. Coates, and M. G. Rabbat, "The speed of greed: Characterizing myopic gossip through network voracity", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Taipei, Taiwan, pp. 3665 - 3668, Apr. 2009. Abstract
Chen, X., A. Edelstein, Y. Li, M. J. Coates, M. G. Rabbat, and A. Men, "Sequential Monte Carlo for simultaneous passive device-free tracking and sensor localization using received signal strength measurements", IEEE International Conference on Information Processing in Sensor Networks (IPSN), Chicago, IL, USA, pp. 342 -353, Apr 2011.  Download: IPSN_Chen_2011.pdf (581.69 KB)
Üstebay, D., R. Castro, and M. G. Rabbat, "Selective gossip", 3rd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Aruba, Dutch Antilles, pp. 61-64, Dec. 2009. Abstract
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Üstebay, D., B. N. Oreshkin, M. J. Coates, and M. G. Rabbat, "Rates of convergence for greedy gossip with eavesdropping", 46th Annual Allerton Conference on Communication, Control, and Computing, pp. 367-374, Sep. 2008. Abstract
Aysal, T. C., M. J. Coates, and M. G. Rabbat, "Rates of Convergence for Distributed Average Consensus with Probabilistic Quantization", Allerton Conference on Communication, Control and Computing, Urbana, IL, USA, 09/2007.  Download: aysal_Allerton07.pdf (223.31 KB)
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Oreshkin, B. N., M. J. Coates, and M. G. Rabbat, Optimization and Analysis of Distributed Averaging with Short Node Memory, , Montreal, QC, Canada, Department of Electrical and Computer Engineering, McGill University, 03/2009. Abstract  Download: oreshkin_TechReport09.pdf (339.07 KB)
Oreshkin, B. N., M. J. Coates, and M. G. Rabbat, "Optimization and Analysis of Distributed Averaging with Short Node Memory", IEEE Transactions on Signal Processing, vol. 58, pp. 2850-65, May 2010.  Download: oreshkin_SigProc.pdf (346.06 KB)
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Coates, M. J., M. G. Rabbat, and R. D. Nowak, "Multiple Source Internet Tomography", IEEE J. Sel. Areas Communication, Special Issue on Sampling the Internet: Techniques and Applications, 12/2006. Abstract  Download: PDF (513.71 KB)
Üstebay, D., B. N. Oreshkin, M. J. Coates, and M. G. Rabbat, "Multi-hop greedy gossip with eavesdropping", 12th International Conference on Information Fusion, Seattle, WA USA, pp. 140-145, July 2009. Abstract
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Li, H., L. G. Mason, and M. G. Rabbat, "Learning minimum delay paths in Service Overlay Networks", IEEE International Symposium on Network Computing and Applications, Cambridge, MA , 07/2008.  Download: 04579671.pdf (359.74 KB)
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Üstebay, D., M. J. Coates, and M. G. Rabbat, "Greedy gossip with eavesdropping", 3rd International Symposium on Wireless Pervasive Computing (ISWPC), Santorini, Greece, pp. 759-763, May 2008. Abstract
Üstebay, D., B. N. Oreshkin, M. J. Coates, and M. G. Rabbat, "Greedy gossip with eavesdropping", IEEE Transactions on Signal Processing, vol. 58, issue 7, pp. 3765 - 3776, July 2010. Abstract  Download: GGE_one_column.pdf (882.07 KB)
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Tsianos, K. I., and M. G. Rabbat, "Fast Decentralized Averaging via Multi-scale Gossip", IEEE Distributed Computing in Sensor Systems (DCOSS), vol. 6131, Santa Barbara, Springer Berlin / Heidelberg, pp. 320-333, 06/2010. Abstract  Download: dcoss2010.pdf (430.33 KB)
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Assran, M., and M. G. Rabbat, "An empirical comparison of multi-agent optimization algorithms", 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP): IEEE, pp. 573–577, 2017.
Thouin, F., M. J. Coates, and M. G. Rabbat, "Efficient network-wide probabilistic available bandwidth estimation", ACM SIGMETRICS Workshop on Learning for Networking, SEATTLE, WA, USA, Jun. 2009.  Download: sig_learn_net09_cameraready.pdf (179.31 KB)
Üstebay, D., R. Castro, and M. G. Rabbat, "Efficient decentralized approximation via selective gossip", IEEE Journal on Selected Topics in Signal Processing, vol. 5, issue 4, pp. 805 - 816, Aug. 2011. Abstract
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Aysal, T. C., M. J. Coates, and M. G. Rabbat, "Distributed Average Consensus With Dithered Quantization", IEEE Transactions on Signal Processing, vol. 56, issue 10, pp. 4918, 10/2008, 2007.  Download: 04542554.pdf (662.59 KB)
Aysal, T. C., M. J. Coates, and M. G. Rabbat, "DISTRIBUTED AVERAGE CONSENSUS USING PROBABILISTIC QUANTIZATION", IEEE Workshop on Statistical Signal Processing, Madison, WI, USA, 08/2007.  Download: aysal_SSP07.pdf (133.83 KB)
Üstebay, D., M. J. Coates, and M. G. Rabbat, "Distributed auxiliary particle filters using selective gossip", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Prague, Czech Republic, pp. 3296 - 3299, May 2011. Abstract
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Pointurier, Y., M. J. Coates, and M. G. Rabbat, "Cross-layer monitoring in transparent optical networks", IEEE/OSA J. Optical Comm. and Networking, 3, vol. 3, pp. 189-198, 03/2011. Abstract
Coates, M. J., Y. Pointurier, and M. G. Rabbat, "Compressed network monitoring for IP and all-optical networks", ACM/Usenix Internet Measurement Conference (IMC), San Diego, CA, USA, 10/2007.  Download: coates_IMC07.pdf (2.88 MB)
Coates, M. J., Y. Pointurier, and M. G. Rabbat, "COMPRESSED NETWORK MONITORING", IEEE Workshop on Statistical Signal Processing, Madison, WI, USA, 08/2007.  Download: coates_SSP07.pdf (128.8 KB)
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Assran, M., and M. G. Rabbat, "Asynchronous subgradient-push", arXiv preprint arXiv:1803.08950, 2018.