Signal Processing In Networking
 Publications
 Year 2005

S. Sarvotham, R. Riedi, R. Baraniuk, "Network and User Driven On-Off Source Model for Network Traffic", Special Issue of the Computer Network Journal on "Long-range Dependent Traffic", Computer Networks,  48 (2005), p 335-350 (pdf)

V. Ribeiro, R. Riedi, R. Baraniuk, "Optimal Sampling Strategies for Multiscale Stochastic Processes", Erich L. Lehmann Symposium, (Submitted, December 2004) (ps)

V. Ribeiro, R. Riedi, R. Baraniuk, "Multiscale Queuing Analysis", IEEE Trans. on Networking, (revised August 2004) (pdf)

R. King, R. Riedi, and R. Baraniuk, "TCP-Africa: An Adaptive and Fair Rapid Increase Rule for Scalable TCP", Proceedings of IEEE INFOCOM 2005, Miami, FL, March 2005 (pdf)

R. King, R. Riedi, and R. Baraniuk, "Evaluating and Improving TCP-Africa: An Adaptive and Fair Rapid Increase Rule for Scalable TCP", International Workshop on Protocols for Fast Long-Distance Networks PFLDNET'05, Lyon, France, February 2005

P. Chainais, R. Riedi and P. Abry, "Warped infinitely divisible cascades: Beyond power laws", Traitement du Signal 22(1), 2005 (pdf)

P. Chainais, R. Riedi and P. Abry, "On Non-Scale-Invariant Infinitely Divisible Cascades", IEEE Trans IT, 51 (3), pp 1063--1083, (March 2005) (pdf)

Y. Tsang and R. Nowak, "Optimal Network Tomography", IEEE INFOCOM 2005 Student Workshop, March 2005 (pdf)

Paulo Goncalves and Rudolf H. Riedi, "Diverging moments and parameter estimation", Journal American Statistical Association JASA (accepted for publication Feb 2005) (pdf)

 Year 2004

Yolanda Tsang, Mehmet Yildiz, Paul Barford and Robert Nowak, "Network Radar: Tomography from Round Trip Time Measurements", to appear at ACM Internet Measurement Conference, Taormina, Sicily, Italy, October, 2004 (pdf)

Vinay Ribeiro, Rudolf Riedi, and Richard Baraniuk, "Locating Available Bandwidth Bottlenecks,", IEEE Internet Computing, September-October 2004, pp. 34-41. (pdf)

Robert Nowak, Urbashi Mitra and Rebecca Willett, "Estimating Inhomogeneous Fields Using Wireless Sensor Networks", JSAC, August 2004, Volume 22, Number 6, pp. 999-1006 (pdf)

Rui Castro, Mark Coates and Robert Nowak, "Likelihood Based Hierarchical Clustering", IEEE Transactions on Signal Processing, 52, no. 8, pp. 2308-2321, August 2004. (pdf)

Rebecca Willett, Aline Martin and Robert Nowak, "Backcasting: Adaptive Sampling for Sensor Networks", Information Processing in Sensor Networks, pp. 124-133, Berkeley, CA, April 26-27, 2004 (pdf)

Veronique Delouille, Ramesh Neelamani and Richard Baraniuk, "Robust Distributed Estimation in Sensor Networks using the Embedded Polygons Algorithm ", Information Processing in Sensor Networks, Berkeley, CA, April 26-27, 2004 (pdf)

Michael Rabbat and Robert Nowak, "Distributed Optimization in Sensor Networks", Information Processing in Sensor Networks, Berkeley, CA, April 26-27, 2004 (ps.gz, ps, pdf)

Michael Rabbat, Robert Nowak and Mark Coates, "Multiple Source, Multiple Destination Network Tomography", IEEE Infocom, Hong Kong, March, 2004 (pdf)

R. Castro, M. Coates, G. Liang, R. Nowak and B. Yu, "Network Tomography: Recent Developments ", Statistical Science, 2004 (pdf)

A. Kuzmanovic, E. Knightly and R. L. Cottrell, "HSTCP-LP: A Protocol for Low-Priority Bulk Data Transfer in High-Speed High-RTT Networks", Second International Workshop on Protocols for Fast Long-Distance Networks (PFLDnet'04), February 2004 (pdf)

A. Kuzmanovic and E. Knightly and R. L. Cottrell, "Bulk Data Transfer in High- Speed High-RTT Networks", Proceedings of the 2nd International Workshop on Protocols for Fast Long-Distance Networks, February 2004

A. Kuzmanovic and E. Knightly, "A Performance vs. Trust Perspective in the Design of End-Point Congestion Control Protocols", IEEE ICNP 2004, Berlin, Germany, October 2004 (pdf)

Rudolf H. Riedi, A. Keshavarz-Haddad, S. Sarvotham and Richard G. Baraniuk "Fractals in Networking: Modeling and Inference", Proceedings of Fractal 2004, Conference on Fractals and Complexity in Nature, Vancouver, Canada, April 2004 (pdf)

V. J. Ribeiro, R. Riedi, and R. G. Baraniuk, "Spatio-Temporal Available Bandwidth Estimation with STAB", ACM Sigmetrics/Performance, June 2004 (pdf)

V. Ribeiro, R. H. Riedi, and R. G. Baraniuk, "Multiscale Queuing Analysis of Long-Range-Dependent Network Traffic", TR2004-07, Rice University, Dept. of Statistics, August 2004, submitted for publication Aug 2004 (pdf)

 Year 2003

Vinay Ribeiro, Rudolf Riedi, and Richard Baraniuk, "Optimal sampling strategies for multiscale models with application to network traffic estimation", Statistical Signal Processing Workshop, September, 2003 (ps, pdf)

Mark Coates, Michael Rabbat and Robert Nowak, "Merging Logical Topologies Using End-to-end Measurements", ACM Internet Measurement Conference, Miami, FL, October, 2003 (ps.gz, ps, pdf)

Vinay Ribeiro, Rudolf Riedi, Richard Baraniuk, Jiri Navratil, Les Cottrell, "pathChirp: Efficient Available Bandwidth Estimation for Network Paths, Passive and Active Measurement Workshop 2003 ", Passive and Active Measurement Workshop 2003 (ps.gz, ps, pdf)

Yolanda Tsang, Mark Coates and Robert Nowak, "Network Delay Tomography", IEEE Transaction of Signal Processing in Networking, August, 2003. (ps.gz, ps, pdf)

Robert Nowak, "Distributed EM Algorithms for Density Estimation and Clustering in Sensor Networks", IEEE Transaction of Signal Processing in Networking, August 2003. (ps.gz, ps, pdf)

R. Nowak and U. Mitra, "Boundary Estimation in Sensor Networks: Theory and Methods", 2nd International Workshop on Information Processing in Sensor Networks, Palo Alto, CA, April 22-23, 2003 (ps.gz, ps, pdf)

R. Castro and R. Nowak, "Likelihood Based Hierarchical Clustering and Network Topology Identification", Fourth International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR 2003), Lisboa, Portugal, July 2003. (Available in Lecture Notes in Computer Science 2683, Springer 2003)

M. Coates, M. Rabbat, and R. Nowak, "Merging Logical Topologies Using End-to-end Measurements", in Proceedings of ACM SIGCOMM Internet Measurement Conference, Miami Beach, Florida, October 2003 (pdf)

A. Keshavarz-Haddad, "Effects of Traffic Bursts on the Network Queue ", MS Thesis, Department of Electrical and Computer Engineering, Rice University, 2003 (pdf)

A. Kuzmanovic and E. Knightly, "Low-Rate TCP-Targeted Denial of Service Attacks (The Shrew vs. the Mice and Elephants)", Proc. of ACM Sigcomm '03, August 2003 (ps)

A. Kuzmanovic and E. Knightly, "TCP-LP: A Distributed Algorithm for Low Priority Data Transfer", Joint Conference of the IEEE Computer and Communications Societies (IEEE Infocom'03), April 2003 (pdf)

M. Rabbat, R. Nowak, and M. Coates, "Multiple Source Network Tomography: A Hypothesis-Testing Approach", IEEE Workshop on Statistical Signal Processing, September 2003

M. Rabbat, "Multiple Sender Network Tomography", MS Thesis, Department of Electrical and Computer Engineering, Rice University, 2003 (pdf)

V. Ribeiro, R. Riedi, and R. G. Baraniuk, "Spatio-Temporal Available Bandwidth Estimation for High-Speed Networks", ISMA 2003 Bandwidth Estimation Workshop (Best), CAIDA, La Jolla, CA, December 2003 (pdf)

V. Ribeiro, R. Riedi, J. Navratil, R. L. Cottrell, and R. Baraniuk, "pathChirp: A Light-Weight Available Bandwidth Estimation Tool for Network-Aware Applications", Proceedings LACSI Symposium, Santa Fe, NM, October 2003 (pdf)

 Year 2002

Michael Rabbat, Robert Nowak and Mark Coates, "Network Tomography and the Identification of Shared Infrastructure", Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, California, Novemeber 2002. (ps.gz, ps, pdf)

Mark Coates, Michael Rabbat and Robert Nowak, "Discovering General Logical Network Topologies", Technical Report TREE0202, Department of Electrical and Computer Engineering, Rice University, Novemeber 2002. (ps.gz, ps, pdf)

Mark Coates, Rui Castro and Robert Nowak, "Maximum Likelihood Network Topology Identification from Edge-Based Unicast Measurements", ACM Sigmetric 2002, Marina Del Rey, California, June 2002. (ps.gz, ps, pdf)

Mark Coates, Al Hero, Robert Nowak and Bin Yu, "Internet Tomography", in IEEE Signal Processing Magazine, May 2002. (ps.gz, ps, pdf)

Yolanda Tsang, Mark Coates and Robert Nowak, "Nonparametric Internet Tomography", IEEE International Conference on Acoustics, Speech, and Signal Processing, Orlando, Florida, May 2002. (ps.gz, ps, pdf)

Rui Castro, Mark Coates and Robert Nowak, "Maximum Likelihood Identification from End-to-end measurements", in DIMACS Workshop on Internet Measurement, Mapping and Modeling, DIMACS Center, Rutgers University, Piscataway, New Jersey, February 2002. (ps.gz, ps, pdf)

Mark J. Coates and Robert D. Nowak, "Sequential Monte Carlo inference of internal delays in nonstationary data networks" in IEEE Transactions on Signal Processing, Volume: 50 Issue: 2, Feb. 2002 Page(s): 366 -376. (ps.gz, ps, pdf)

P. Abry, R. G. Baraniuk, P. Flandrin, R. Riedi, and D. Veitch, "The Multiscale Nature of Network Traffic: Discovery, Analysis, and Modeling", IEEE Signal Processing Magazine, May 2002 (pdf)

W. Willinger, V. Paxson, R. H. Riedi and M. S. Taqqu, "Long-Range Dependence and Data Network Traffic", in Long range dependence: theory and applications, eds. Doukhan, Oppenheim, Taqqu (Birkhauser 2002) ISBN: 0817641688 (pdf)

R. H. Riedi, "Multifractal Processes", in Long range dependence : theory and applications, eds. Doukhan, Oppenheim, Taqqu (Birkhauser 2002) ISBN: 0817641688 (pdf)

S. Sarvotham, R. H. Riedi and R. G. Baraniuk, "Multiscale Connection-level Analysis of Network Traffic", Proceedings of the 36th Conference on Signals, Systems and Computers, Asilomar, CA, November 2002

Xin Wang, S. Sarvotham, R. H. Riedi and R. G. Baraniuk, "Network Traffic Modeling using Connection-Level Information,", Proceedings SPIE ITCom, Boston, MA, August 2002 (pdf)

P. Chainais, R. Riedi and P. Abry, "Compound Poisson Cascades", Proc. Colloque "Autosimilarite et Applications", Clermont-Ferrant, France, May 2002 (pdf)

S. Sarvotham, X. Wang, R. Riedi, and R. Baraniuk, "Additive and Multiplicative Mixture trees for Network Traffic Modeling", Proceedings ICASSP Orlando, FL, (May 2002) (pdf)

X. Wang, S. Sarvotham, R. Riedi, and R. Baraniuk, "Connection-Level Modeling of Network Traffic", Proceedings DIMACS Workshop on Internet and WWW Measurement, Mapping and Modeling, Rutgers, NJ, (February 2002) (pdf)

T. Karagiannis, M. Faloutsos and R. H. Riedi, "Long-Range Dependence: Now you see it now you don't!", Global Internet 2002, November 2002 (pdf)

 Year 2001

Mark Coates and Robert Nowak, "Network Tomography for Internal Delay Estimation ", IEEE International Conference on Acoustics, Speech, and Signal Processing, Salt Lake City, Utah, May 2001 (ps.gz, ps, pdf)

Yolanda Tsang, Mark Coates and Robert Nowak, "Passive Unicast Network Tomography using EM Algorithms", IEEE International Conference on Acoustics, Speech, and Signal Processing, Salt Lake City, Utah, May 2001 (ps.gz, ps, pdf)

S. Sarvotham, R. Riedi and R. Baraniuk, "Connection-level analysis and modeling of network traffic", Proc. IEEE/ACM Internet Measurement Workshop, San Francisco, CA, November 2001 (pdf)

V. Ribeiro, R. Riedi and R. Baraniuk, "Wavelets and Multifractals for network traffic modeling and inference", Proceedings, ICASSP01, Salt Lake City, Utah, May 7-11, 2001 (pdf)

 Year 2000

Mark Coates and Robert Nowak, "Network Loss Inference Using Unicast End-to-End Measurement", in Proceedings of ITC Conference on IP Traffic, Modelling and Management, Monterey, CA, September 2000 (ps.gz, ps, pdf)

Vinay Ribeiro, Mark Coates, Rudolf Riedi, Shriram Sarvotham, Brent Hendricks and Richard Baraniuk, "Multifractal Cross-Traffic Estimation", in Proceedings of the ITC Specialist Seminar on IP Traffic Measurement, Modeling and Management, Monterey, California, September 2000 (ps, pdf)

Vinay Ribeiro, Rudolf Riedi, Matthew Crouse, and Richard Baraniuk, Multiscale Queuing Analysis of Long-Range-Dependent Network Traffic, Proceedings of IEEE INFOCOM 2000, Tel Aviv, Israel, March 2000.

Rudolf Riedi, "On the multiplicative structure of network traffic", Proceedings of the IMA Conference on Mathematics in Signal Processing, Warwick (UK), December 2000 (pdf)

 Year 1999

Rudolf Riedi, Matthew Crouse, Vinay Ribeiro and Richard Baraniuk, A Multifractal Model with Applications to TCP Network Traffic, IEEE Trans. Information Theory, vol. 45, April 1999, pp. 992-1018.

 Year 1998

 Technical Reports

Rui Castro, Mark Coates and Robert Nowak "Maximum Likelihood Identification of Network Topology from End-to-End Measurements", Technical Report TREE0109, Department of Electrical and Computer Engineering, Rice University, May. 2002. (ps.gz, ps, pdf)

Mark Coates, Rui Castro, Manik Gadhiok, Ryan King, Robert Nowak, Eric Rombokas and Yolanda Tsang "Maximum Likelihood Topology Identification from Edge-Based Unicast Measurements", Technical Report TREE0107, Department of Electrical and Computer Engineering, Rice University, Nov. 2001. (ps.gz, ps, pdf)

Mark Coates, Robert Nowak and Yolanda Tsang, "Nonparametric Estimation of Internal Delay Densities from Unicast End-to-end Measurement", Technical Report TREE0106, Department of Electrical and Computer Engineering, Rice University, Oct, 2001. (ps.gz, ps, pdf)

Yolanda Tsang, Mark Coates and Robert Nowak, Passive Unicast Network Tomography based on TCP Monitoring, Rice University, ECE Department Technical Report TR-0005.

Mark Coates and Robert Nowak, Unicast Network Tomography Using EM Algorithms, Rice University, ECE Department Technical Report TR-0004. (parts of this report appear in "Network Loss Inference Using Unicast End-to-End Measurement" in the Proceedings of ITC Conference on IP Traffic, Modelling and Management, Monterey, CA, September 2000)

Mark Coates and Robert Nowak, Network Inference from Passive Unicast Measurements, Rice University, ECE Department Technical Report TR-0002.


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Copyright © 2000, SPiN, ECE Department, Rice University.