DEPARTMENT OF COMPUTER SCIENCE AND ENGINEERING | DWIGHT LOOK COLLEGE OF ENGINEERING | TEXAS A&M UNIVERSITY

 

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Dmitri Loguinov

2011- Professor

Department of Computer Science and Engineering

Texas A&M University

College Station, TX 77843

dmitri@cs.tamu.edu

Education

10/2002

Ph.D. City University of New York (Computer Science)

6/1995

B.S. (with honors) Moscow State University (Computer Science)

Research Interests

Peer-to-peer networks, congestion control, Internet measurements, high-performance web crawling, massive-scale information retrieval, topology modeling, and stochastic analysis of networks

Resume

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PhD Thesis

"Adaptive Scalable Internet Streaming" (PDF 286pp, single-spaced 187pp)

Journal Publications

 
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X. Li, D.B.H. Cline, and D. Loguinov, "Temporal Update Dynamics under Blind Sampling," Accepted to IEEE/ACM Transactions on Networking.

 
 
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X. Li, D.B.H. Cline, and D. Loguinov, "On Sample-Path Staleness in Lazy Data Replication," Accepted to IEEE/ACM Transactions on Networking.

 
 
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Z. Shamsi, A. Nandwani, D. Leonard, and D. Loguinov, "Hershel: Single-Packet OS Fingerprinting,"  Accepted to IEEE/ACM Transactions on Networking.

 
2015
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Z. Yao, D.B.H. Cline, and D. Loguinov, "Unstructured P2P Link Lifetimes Redux," IEEE/ACM Transactions on Networking, vol. 23, no. 3, June 2015.

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2014
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Z. Yao, D.B.H. Cline, X. Wang, and D. Loguinov, "Unifying Models of Churn and Resilience for Unstructured P2P Graphs," IEEE Transactions on Parallel and Distributed Systems, vol. 25, no. 9, September 2014.

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2013
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D. Leonard and D. Loguinov, "Demystifying Internet-Wide Service Discovery," IEEE/ACM Transactions on Networking, vol. 21, no. 6, December 2013.

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X. Wang, X. Li, and D. Loguinov, "Modeling Residual-Geometric Flow Sampling," IEEE/ACM Transactions on Networking, vol. 21, no. 4, August 2013.

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2011
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Z. Yao and D. Loguinov, "Analysis of Link Lifetimes and Neighbor Selection in Switching DHTs," IEEE Transactions on Parallel and Distributed Systems, vol. 22, no. 11, November 2011.

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Z. Yao and D. Loguinov, "Understanding Disconnection and Stabilization of Chord," IEEE Transactions on Parallel and Distributed Systems, vol. 22, no. 4, April 2011.

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2010
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Y. Zhang and D. Loguinov, "ABS: Adaptive Buffer Sizing for Heterogeneous Networks," Elsevier Computer Networks, vol. 54, no. 14, October 2010.

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Y. Zhang, Y. Xiong, S. Liu, and D. Loguinov, "Queuing Dynamics and Single-Link Stability of Delay-Based Window Congestion Control," Elsevier Computer Networks, vol. 54, no. 10, July 2010.

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X. Wang and D. Loguinov, "Understanding and Modeling the Internet Topology: Economics and Evolution Perspective," IEEE/ACM Transactions on Networking, vol. 18, no. 1, February 2010.

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2009

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M. Dai, Y. Zhang, and D. Loguinov, "A Unified Traffic Model for MPEG-4 and H.264 Video Traces," IEEE Transactions on Multimedia, vol. 11, no. 5, August 2009.

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H.-T. Lee, D. Leonard, X. Wang, and D. Loguinov, "IRLbot: Scaling to 6 Billion Pages and Beyond," ACM Transactions on the Web, vol. 3, no. 3, June 2009.

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X. Wang, Z. Yao, and D. Loguinov, "Residual-Based Estimation of Peer and Link Lifetimes in P2P Networks," IEEE/ACM Transactions on Networking, vol. 17, no. 3, June 2009.

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Y. Zhang, S. Jain, and D. Loguinov, "Towards Experimental Evaluation of Explicit Congestion Control," Elsevier Computer Networks, vol. 53, no. 7, May 2009.

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Y. Zhang and D. Loguinov, "On Delay-Independent Diagonal Stability of Max-Min Congestion Control," IEEE Transactions on Automatic Control, vol. 54, no. 5, May 2009.

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Z. Yao, X. Wang, D. Leonard, and D. Loguinov, "Node Isolation Model and Age-Based Neighbor Selection in Unstructured P2P Networks," IEEE/ACM Transactions on Networking, vol. 17, no. 1, February 2009.

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2008
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D. Leonard, Z. Yao, X. Wang, and D. Loguinov, "On Static and Dynamic Partitioning Behavior of Large-Scale P2P Networks," IEEE/ACM Transactions on Networking, vol. 16, no. 6, December 2008. 

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Y. Zhang and D. Loguinov, "Local and Global Stability of Delayed Congestion Control Systems," IEEE Transactions on Automatic Control, vol. 53, no. 10, November 2008.

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Y. Zhang, D. Leonard, and D. Loguinov, "JetMax: Scalable Max-Min Congestion Control for High-Speed Heterogeneous Networks," Elsevier Computer Networks, vol. 52, no. 6, April 2008.

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X. Liu, K. Ravindran, and D. Loguinov, "A Stochastic Foundation of Available Bandwidth Estimation: Multi-Hop Analysis," IEEE/ACM Transactions on Networking, vol. 16, no. 1, February 2008. 

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2007
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X. Liu, K. Ravindran, and D. Loguinov, "A Queuing-Theoretic Foundation of Available Bandwidth Estimation: Single-Hop Analysis," IEEE/ACM Transactions on Networking, vol. 15, no. 4, August 2007. 

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Y. Zhang, S.-R. Kang, and D. Loguinov, "Delayed Stability and Performance of Distributed Congestion Control," IEEE/ACM Transactions on Networking, vol. 15, no. 4, August 2007. 

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X. Wang and D. Loguinov, "Load-Balancing Performance of Consistent Hashing: Asymptotic Analysis of Random Node Join," IEEE/ACM Transactions on Networking, vol. 15, no. 4, August 2007. 

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D. Leonard, Z. Yao, V. Rai, and D. Loguinov, "On Lifetime-Based Node Failure and Stochastic Resilience of Decentralized Peer-to-Peer Networks," IEEE/ACM Transactions on Networking, vol. 15, no. 3, June 2007. 

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S.-R. Kang and D. Loguinov, "Modeling Best-Effort and FEC Streaming of Scalable Video in Lossy Network Channels," IEEE/ACM Transactions on Networking, vol. 15, no. 1, February 2007. 

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M. Dai, D. Loguinov, and H. Radha, "Rate-Distortion Analysis and Quality Control in Scalable Internet Streaming," IEEE Transactions on Multimedia, vol. 8, no. 6, December 2006. 

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X. Liu, K. Ravindran, and D. Loguinov, "Towards a Generalized Stochastic Model of End-to-End Packet-Pair Sampling," IEEE JSAC Special Issue on Sampling the Internet, vol. 24, no. 12, December 2006.

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2005
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D. Loguinov, J. Casas, and X. Wang, "Graph-Theoretic Analysis of Structured Peer-to-Peer Systems: Routing Distances and Fault Resilience," IEEE/ACM Transactions on Networking, vol. 13, no. 5, October 2005. 

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M. Dai, C. Peng, A. Chan, and D. Loguinov, "Bayesian Wavelet Shrinkage with Edge Detection for SAR Image Despeckling," IEEE Transactions on Geoscience and Remote Sensing, vol. 42, no. 8, August 2004. 

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S.A. Khayam, S.S. Karande, H. Radha, and D. Loguinov, "Performance Analysis and Modeling of Errors and Losses over 802.11b LANs for High-Bitrate Real-Time Multimedia," Signal Processing: Image Communication, vol. 18, no. 7, August 2003.

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D. Loguinov and H. Radha, "End-to-End Rate-Based Congestion Control: Convergence Properties and Scalability Analysis," IEEE/ACM Transactions on Networking, vol. 11, no. 4, August 2003.

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2002
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D. Loguinov and H. Radha, "Retransmission Schemes for Streaming Internet Multimedia: Evaluation Model and Performance Analysis," ACM CCR, vol. 32, no. 2, April 2002.

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D. Loguinov and H. Radha, "Large-Scale Experimental Study of Internet Performance Using Video Traffic," ACM CCR, vol. 32, no. 1, January 2002.

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Conference Publications

2016
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Z. Shamsi and D. Loguinov, "Unsupervised Clustering Under Temporal Feature Volatility in Network Stack Fingerprinting," ACM SIGMETRICS, June 2016.

PDF, PPT
2015
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X. Li, D.B.H. Cline, and D. Loguinov, "Temporal Update Dynamics under Blind Sampling," IEEE INFOCOM, April 2015.

PDF, PPT
 
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X. Li, D.B.H. Cline, and D. Loguinov, "On Sample-Path Staleness in Lazy Data Replication," IEEE INFOCOM, April 2015.

PDF, PPT
 
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S.T. Ahmed, C. Sparkman, H.-T. Lee, and D. Loguinov, "Around the Web in Six Weeks: Documenting a Large-Scale Crawl," IEEE INFOCOM, April 2015.

PDF, PPT
 
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S.T. Ahmed and D. Loguinov, "Modeling Randomized Data Streams in Caching, Data Processing, and Crawling Applications," IEEE INFOCOM, April 2015.

PDF, PPT
2014
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S.T. Ahmed and D. Loguinov, "On the Performance of MapReduce: A Stochastic Approach," IEEE BigData, October 2014 (short paper).

PDF, PPT
 
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Z. Yao, D.B.H. Cline, and D. Loguinov, "On the Tradeoff between Resilience and Degree Overload in Dynamic P2P Graphs," IEEE P2P, September 2014.

PDF, PPT
 
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X. Li and D. Loguinov, "Stochastic Models of Pull-Based Data Replication in P2P Systems," IEEE P2P, September 2014.

PDF, PPT
 
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Z. Shamsi, A. Nandwani, D. Leonard, and D. Loguinov, "Hershel: Single-Packet OS Fingerprinting," ACM SIGMETRICS, June 2014.

PDF, PPT
2013
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Z. Yao, D.B.H. Cline, and D. Loguinov, "Unstructured P2P Link Lifetimes Redux," IEEE INFOCOM, April 2013.

PDF, PPT
2012
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D. Leonard, Z. Yao, X. Wang, and D. Loguinov, "Stochastic Analysis of Horizontal IP Scanning," IEEE INFOCOM, March 2012.

PDF, PPT
 
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Z. Yao, D.B.H. Cline, and D. Loguinov, "On Superposition of Heterogeneous Edge Processes in Dynamic Random Graphs," IEEE INFOCOM Mini-Conference, March 2012.

PDF, PPT
2011
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S. Sood and D. Loguinov, "Probabilistic Near-Duplicate Detection Using Simhash," ACM CIKM, October 2011.

PDF, PPT
 
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X. Wang, X. Li, and D. Loguinov, "Modeling Residual-Geometric Flow Sampling," IEEE INFOCOM, April 2011.

PDF, PPT
 
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C. Sparkman, H.-T. Lee, and D. Loguinov, "Agnostic Topology-Based Spam Avoidance in Large-Scale Web Crawls," IEEE INFOCOM, April 2011.

PDF, PPT
2010
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D. Leonard and D. Loguinov, "Demystifying Service Discovery: Implementing an Internet-Wide Scanner," ACM IMC, November 2010.

PDF, PPT
 
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Z. Yao, D.B.H. Cline, and D. Loguinov, "In-Degree Dynamics of Large-Scale P2P Systems," ACM HotMetrics, June 2010.

PDF, PPT
 
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S.-R. Kang and D. Loguinov, "Characterizing Tight-Link Bandwidth of Multi-Hop Paths Using Probing Response Curves," IEEE IWQoS, June 2010.

PDF, PPT
 
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M. Smith and D. Loguinov, "Enabling High-Performance Internet-Wide Measurements on Windows," PAM, April 2010.

PDF, PPT
2009
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C. Reddy, D. Leonard, and D. Loguinov, "Optimizing Capacity-Heterogeneous Unstructured P2P Networks for Random-Walk Traffic," IEEE P2P, September 2009 (best paper award).

PDF, PPT
 
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X. Wang, Z. Yao, Y. Zhang, and D. Loguinov, "Robust Lifetime Measurement in Large-Scale P2P Systems with Non-Stationary Arrivals," IEEE P2P, September 2009.

PDF, PPT

2008

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Y. Zhang and D. Loguinov, "ABS: Adaptive Buffer Sizing for Heterogeneous Networks," IEEE IWQoS, June 2008.

PDF, PPT

 

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S. Jain, Y. Zhang, and D. Loguinov, "Towards Experimental Evaluation of Explicit Congestion Control," IEEE IWQoS, June 2008.

PDF, PPT

 

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S.A. Khayam, H. Radha, and D. Loguinov, "Worm Detection at Network Endpoints Using Information-Theoretic Traffic Perturbations," IEEE ICC, May 2008.

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H.-T. Lee, D. Leonard, X. Wang, and D. Loguinov, "IRLbot: Scaling to 6 Billion Pages and Beyond," WWW, April 2008 (best paper award).

PDF, PPT

 

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S.-R. Kang and D. Loguinov, "IMR-Pathload: Robust Available Bandwidth Estimation under End-Host Interrupt Delay," PAM, April 2008.

PDF, PPT

 

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X. Wang, X. Liu, and D. Loguinov, "Modeling the Evolution of Degree Correlation in Scale-Free Topology Generators," IEEE INFOCOM, April 2008.

PDF, PPT

 

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Z. Yao and D. Loguinov, "Understanding Disconnection and Stabilization of Chord," IEEE INFOCOM, April 2008.

PDF, PPT

 

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Z. Yao and D. Loguinov, "Link Lifetimes and Randomized Neighbor Selection in DHTs," IEEE INFOCOM, April 2008.

PDF, PPT

 

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D. Leonard and D. Loguinov, "Turbo King: Framework for Large-Scale Internet Delay Measurements," IEEE INFOCOM, April 2008.

PDF, PPT

2007

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S. Bhandarkar, A.L.N. Reddy, Y. Zhang, and D. Loguinov, "Emulating AQM from End Hosts," ACM SIGCOMM, August 2007.

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S. Jain and D. Loguinov, "PIQI-RCP: Design and Analysis of Rate-Based Explicit Congestion Control," IEEE IWQoS, June 2007.

PDF, PPT

 

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X. Wang, Z. Yao, and D. Loguinov, "Residual-Based Measurement of Peer and Link Lifetimes in Gnutella Networks," IEEE INFOCOM, May 2007.

PDF, PPT

 

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Z. Yao, X. Wang, D. Leonard, and D. Loguinov, "On Node Isolation under Churn in Unstructured P2P Networks with Heavy-Tailed Lifetimes," IEEE INFOCOM, May 2007.

PDF, PPT

2006

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Y. Zhang and D. Loguinov, "On Delay-Independent Diagonal Stability of Max-Min Congestion Control," IEEE CDC, December 2006.

PDF, PPT

 

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Z. Yao, D. Leonard, X. Wang, and D. Loguinov, "Modeling Heterogeneous User Churn and Local Resilience of Unstructured P2P Networks," IEEE ICNP, November 2006.

PDF, PPT

 

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S.-R. Kang, X. Liu, A. Bhati, and D. Loguinov, “On Estimating Tight-Link Bandwidth Characteristics over Multi-Hop Paths,” IEEE ICDCS, July 2006.

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X. Wang and D. Loguinov, “Modeling the Dynamics of the Internet AS-Level Structure: An Economic Perspective,” ISMA Workshop on the Internet Topology (WIT), May 2006 (invited abstract).

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Y. Zhang, D. Leonard, and D. Loguinov, "JetMax: Scalable Max-Min Congestion Control for High-Speed Heterogeneous Networks," IEEE INFOCOM, April 2006.

PDF, PPT

 

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X. Wang and D. Loguinov, "Wealth-Based Evolution Model for the Internet AS-Level Topology," IEEE INFOCOM, April 2006.

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X. Liu, K. Ravindran, and D. Loguinov, "Measuring Probing Response Curves over the RON Testbed," PAM, March 2006.

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2005

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D. Leonard, Z. Yao, X. Wang, and D. Loguinov, "On Static and Dynamic Partitioning Behavior of Large-Scale Networks," IEEE ICNP, November 2005. 

PDF, PPT

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X. Liu, K. Ravindran, and D. Loguinov, "Multi-Hop Probing Asymptotics in Available Bandwidth Estimation: Stochastic Analysis," USENIX/ACM IMC, October 2005. 

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D. Loguinov, "What Does it Take to Disconnect a P2P Network?" Allerton Conference on Communications, Control, and Computing, September 2005 (invited abstract). 

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S.-R. Kang and D. Loguinov, "Impact of FEC Overhead on Scalable Video Streaming," ACM NOSSDAV, June 2005. 

PDF, PPT

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D. Leonard, V. Rai, and D. Loguinov, "On Lifetime-Based Node Failure and Stochastic Resilience of Decentralized Peer-to-Peer Networks," ACM SIGMETRICS, June 2005. 

PDF, PPT

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M. Dai and D. Loguinov, "Analysis and Modeling of MPEG-4 and H.264 Multi-Layer Video Traffic," IEEE INFOCOM, March 2005. 

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X. Liu, K. Ravindran, and D. Loguinov, "What Signals Do Packet-Pair Dispersions Carry?" IEEE INFOCOM, March 2005. 

PDF, PPT

2004

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Y. Zhang and D. Loguinov, "Local and Global Stability of Symmetric Heterogeneously-Delayed Control Systems," IEEE CDC, December 2004. 

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M. Dai and D. Loguinov, "Wavelet and Time-Domain Modeling of Multi-Layer VBR Video Traffic," Packet Video, December 2004. 

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X. Liu, K. Ravindran, B. Liu, and D. Loguinov, "Single-Hop Probing Asymptotics in Available Bandwidth Estimation: Sample-Path Analysis," ACM IMC, October 2004. 

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X. Li, D. Leonard, and D. Loguinov, "On Reshaping of Clustering Coefficients in Degree-Based Topology Generators," Workshop on Algorithms and Models for the Web-Graph (WAW), October 2004. 

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S.-R. Kang, X. Liu, M. Dai, and D. Loguinov, "Packet-Pair Bandwidth Estimation: Stochastic Analysis of a Single Congested Node," IEEE ICNP, October 2004. 

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M. Dai, D. Loguinov, and H. Radha, "A Hybrid Wavelet Framework for Modeling VBR Video Traffic," IEEE ICIP, October 2004. 

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M. Dai, D. Loguinov, and H. Radha, "Rate-Distortion Modeling of Scalable Video Coders," IEEE ICIP, October 2004. 

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X. Liu, K. Ravindran, and D. Loguinov, "Evaluating the Potential of Bandwidth Estimators," New York Metro Area Networking Workshop (NYMAN), September 2004. 

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Y. Zhang, S.-R. Kang, and D. Loguinov, "Delayed Stability and Performance of Distributed Congestion Control," ACM SIGCOMM, August 2004.

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Y. Zhang and D. Loguinov, "Oscillations and Buffer Overflows in Video Streaming under Non-Negligible Delay," ACM NOSSDAV, June 2004.

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X. Wang, Y. Zhang, X. Li, and D. Loguinov, "On Zone-Balancing of Peer-to-Peer Networks: Analysis of Random Node Join," ACM SIGMETRICS, June 2004.

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S.-R. Kang, Y. Zhang, M. Dai, and D. Loguinov, "Multi-layer Active Queue Management and Congestion Control for Scalable Video Streaming," IEEE ICDCS, March 2004. 

PDF, PPT

2003

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M. Dai, D. Loguinov, and H. Radha, "Statistical Analysis and Distortion Modeling of MPEG-4 FGS," IEEE ICIP, September 2003.

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D. Loguinov, A. Kumar, V. Rai, and S. Ganesh, "Graph-Theoretic Analysis of Structured Peer-to-Peer Systems: Routing Distances and Fault Resilience," ACM SIGCOMM, August 2003. 

PDF, PPT

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M. Dai and D. Loguinov, "Analysis of Rate-Distortion Functions and Congestion Control in Scalable Internet Video Streaming," ACM NOSSDAV, June 2003.

PDF, PPT

2002

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D. Loguinov and H. Radha, "Open-loop Rate Control for Real-time Video Streaming: Analysis of Binomial Algorithms," IEEE ICIP, September 2002.

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D. Loguinov and H. Radha, "Video-Receiver Based Real-time Estimation of Channel Capacity," IEEE ICIP, September 2002.

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D. Loguinov and H. Radha, "Effects of Channel Delays on Underflow Events of Compressed Video Over the Internet," IEEE ICIP, September 2002.

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D. Loguinov and H. Radha, "End-to-End Internet Video Traffic Dynamics: Statistical Study and Analysis," IEEE INFOCOM, June 2002.

PDF, PPT

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D. Loguinov and H. Radha, "Increase-Decrease Congestion Control for Real-time Streaming: Scalability," IEEE INFOCOM, June 2002.

PDF, PPT

2001

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D. Loguinov and H. Radha, "Measurement Study of Low-bitrate Internet Video Streaming," ACM IMW, November 2001.

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H. Radha and D. Loguinov, "Encoder Buffer Constraints for Video Transmission Over Networks with No Quality-of-Service Guarantees," IEEE ISCC, July 2001.

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K. Ravindran, D. Loguinov, K. Bhat, T.-J. Gong, K. Gould, "Performance Engineering of End-Systems for High Bandwidth Multimedia Communications," SCS SPECTS, July 2001.

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D. Loguinov and H. Radha, "On Retransmission Schemes for Real-time Streaming in the Internet," IEEE INFOCOM, April 2001.

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K. Ravindran, A. Sabbir, D. Loguinov, and G. Bloom, "Cost Optimal Multicast Trees for Multi-Source Data Flows," IEEE INFOCOM, April 2001.

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K. Ravindran, D. Loguinov, and T.J. Gong, "Flow & QOS Based Routing Control for Multicast Protocols," SCS WMC, January 2001.

1998

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K. Ravindran and D. Loguinov, "Incorporation of Flow and QoS Control in Multicast Routing Architectures," IEEE ICCCN, October 1998.

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Technical Reports

 
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X. Li, D.B.H. Cline, and D. Loguinov, "Temporal Update Dynamics under Blind Sampling," Texas A&M Technical Report 2015-1-2, January 2015.

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X. Li, D.B.H. Cline, and D. Loguinov, "On Sample-Path Staleness in Lazy Data Replication," Texas A&M Technical Report 2015-1-1, January 2015.

PDF
 
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X. Wang, X. Li, and D. Loguinov, "Modeling Residual-Geometric Flow Sampling," Texas A&M Technical Report 2010-12-2, December 2010.

PDF

 

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X. Wang, Z. Yao, Y. Zhang, and D. Loguinov, "Robust Lifetime Measurement in Large-Scale P2P Systems with Non-Stationary Arrivals," Texas A&M Technical Report 2009-6-2, June 2009.

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M. Dai, Y. Zhang, and D. Loguinov, "A Unified Traffic Model for MPEG-4 and H.264 Video Traces," Texas A&M Technical Report 2009-4-3, April 2009.

PDF

 

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H.-T. Lee, D. Leonard, X. Wang, and D. Loguinov, "IRLbot: Scaling to 6 Billion Pages and Beyond," Texas A&M Technical Report 2008-2-2, February 2008.

PDF

 

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X. Wang, X. Liu, and D. Loguinov, "Modeling the Evolution of Degree Correlation in Scale-Free Topology Generators," Texas A&M Technical Report 2007-12-1, December 2007.

PDF

 

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Z. Yao, D. Leonard, X. Wang, and D. Loguinov, "Modeling Heterogeneous User Churn and Local Resilience of Unstructured P2P Networks," Texas A&M Technical Report 2006-8-1, August 2006.

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X. Liu, K. Ravindran, and D. Loguinov, "Multi-Hop Probing Asymptotics in Available Bandwidth Estimation: Stochastic Analysis," CUNY Technical Report TR-2005010, August 2005. 

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X. Liu, K. Ravindran, B. Liu, and D. Loguinov, "Single-Hop Probing Asymptotics in Available Bandwidth Estimation: Sample-Path Analysis," CUNY Technical Report TR-2004012, August 2004. 

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