nislab.cs.umb.edu

Publications


Best Paper Winner

  • Duc A. Tran and Cuong Pham. Fast and Accurate Indoor Localization based on Spatially Hierarchical Classification. In Proceedings of the 11th IEEE International Conference on Mobile Ad-hoc and Sensor Systems (IEEE MASS 2014) , Philadelphia, PA, October 2014. Acceptance rate: 26.5% (BEST PAPER)
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  • Duc A. Tran and T. Nguyen. Publish/Subscribe Service in CAN-based P2P Networks: Dimension Mismatch and the Random Projection Approach. In Proceedings of International Conference on Computer Communications and Networks (ICCCN '08) , Virgin Island, USA, August 2008. Acceptance rate: 24% (BEST PAPER)
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  • Roy Villafane, Kien A. Hua, Duc A. Tran , and Basab Maulik. Mining Interval Time Series. In Proceedings of International Conference on Data Warehousing and Knowledge Discovery (DAWAK 1999) , pp. 318–330, Florence, Italy, August/September 1999. BEST PAPER.
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Book

  • Duc A. Tran . Data Storage for Social Networks: A Socially Aware Approach , SpringerBrief in Optimization Series, Springer, September 2012.
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Book Chapter

  • Duc A. Tran . Regularization-based Location Fingerprinting. In The Philosophy of Mission-Oriented Wireless Sensor Networks , Springer (Ed. H. Ammari), to appear 2017.
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  • Khanh Nguyen and Duc A. Tran . Fitness-Based Generative Models for Power-Law Networks. In Handbook of Optimization in Complex Networks , Springer Publisher, October 2011.
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  • Cuong Pham and Duc A. Tran . Publish/Subscribe Techniques in P2P Networks. In Advancements in Distributed Computing and Internet Technologies: Trends and Issues , IGI Global, August 2011.
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  • Duc A. Tran and Linh H. Truong. Enabling Publish/Subscribe Services in Sensor Networks. In Advances in Next Generation Services and Service Architectures , River Publishers (Eds. A. R. Prasad, J. Buford, and V. Gurbany), April 2011.
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  • Duc A. Tran and Thinh Nguyen. Broadcasting Techniques for Video on Demand in Wireless Networks. In Handbook of Mobile Broadcasting , IGI Global, 2008.
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  • Duc A. Tran , Xuanlong Nguyen, and Thinh Nguyen. Localization Problem in Sensor Networks: The Machine Learning Approach. In Localization Algorithms and Strategies for Wireless Sensor Networks: Monitoring and Surveillance Techniques for Target Tracking , IGI Global (Eds. G. Mao and B. Fidan), 2008.
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Journal

  • Duc A. Tran , Ting Zhang, and Siyuan Gong. A Regularization Framework for Fingerprint-based Reconstruction of Mobile Trajectories. Int. J. Parallel Emerg. Distrib. Syst. , 31(3):268–279, Taylor & Francis, Inc., May 2016.
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  • Thuan Duong-Ba, Thinh Nguyen, B. Bose, and D.A. Tran. Distributed Client-Server Assignment for Online Social Network Applications. Emerging Topics in Computing, IEEE Transactions on , 2(4):422–435, Dec 2014.
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  • Duc A. Tran and Ting Zhang. S-PUT: An EA-based framework for socially aware data partitioning. Computer Networks , 75:504–518, 2014.
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  • Cuong Pham and Duc A. Tran . DIBS: Efficient Distributed Information Brokerage in Large-Scale Sensor Networks. Ad Hoc Networks , 11(3):735 – 746, Elsevier North-Holland, Inc., 2013.
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  • Duc A. Tran , Khanh Nguyen, and Cuong Pham. S-CLONE: Socially-aware data replication for social networks. Comput. Netw. , 56(7):2001–2013, Elsevier North-Holland, Inc., New York, NY, USA, May 2012.
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  • Duc A. Tran . Video-On-Demand Broadcasting to Mobile Wireless Users. IEEE Computer Society Multimedia Communications E-Letter , 6(2):17–19, February 2011.
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  • S. Ghadge, T. Killingback, B. Sundaram, and Duc A. Tran . A Statistical Construction of Power-Law Networks. International Journal on Parallel, Emergent, and Distributed Systems , 25:223–235, Taylor and Francis, 2010.
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  • Duc A. Tran and Cuong Pham. A Content-Guided Publish/Subscribe Mechanism for Sensor Networks without Location Information. Computer Communications , 33(13):1515–1523, Elsevier, August 2010.
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  • Duc A. Tran and Cuong Pham. Enabling Content-Based Publish/Subscribe Services in Cooperative P2P Networks. Computer Networks , 54(11), Elsevier, August 2010.
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  • T. Nguyen, K. Kolazhi, R. Kamath, S. Cheung, and and Duc A. Tran. Efficient Multimedia Distribution in Source Constraint Networks. IEEE Transactions on Multimedia , 10(3):523–537, April 2008.
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  • Duc A. Tran and T. Nguyen. Localization in Wireless Sensor Networks based on Support Vector Machines. IEEE Transactions on Parallel and Distributed Systems , 19(7):981–994, July 2008.
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  • Duc A. Tran and T. Nguyen. Hierarchical Multidimensional Search in P2P Networks. Computer Communications , 31(2):346–357, Elsevier, February 2008.
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  • T. Nguyen, D. Nguyen, H. Liu, and Duc A. Tran . Stochastic Binary Sensor Networks for Noisy Environments. Journal of Sensor Networks , 2(5/6):414–427, Inderscience Publisher, 2007.
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  • Duc A. Tran and Harish Raghavendra. Congestion Adaptive Routing in Mobile Ad hoc Networks. IEEE Transactions on Parallel and Distributed Systems , 17(11):1294–1305, November 2006.
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  • Kien A. Hua and Duc A. Tran . Range Multicast for Video on Demand. Journal of Multimedia Tools and Applications , 27(3):367–391, Kluwer Academic Publishers, December 2005.
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  • Duc A. Tran , Kien Hua, and Tai Do. A Peer-to-Peer Architecture for Media Streaming. IEEE Journal on Selected Area of Communications , 22(1):121–133, January 2004.
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  • Duc A. Tran , Kien A. Hua, and Khanh Vu. An Object-based Video Data Model for Multimedia Systems. Journal of Applied Systems Studies , 2(3), Cambridge International Science Publishing, 2001.
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  • Khanh Vu, Kien A. Hua, and Duc A. Tran . Handling Free-Shaped Queries in Large Image Databases using aSampling-Based Image Retrieval Technique. Journal of Applied Systems Studies , 2(2), Cambridge International Science Publishing, 2001.
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  • Roy Villafane, Kien A. Hua, Duc A. Tran , and Basab Maulik. Knowledge Discovery from Series of Interval Events. Journal of Intelligent Information Systems , 15:71–89, Kluwer Academic Publisher, 1999.
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Conference Proceedings

  • Duc A. Tran , Siyuan Gong, and Quynh Vo. Geometric-based KNN Localization Using Sensor Dissimilarity Information. In Proceedings of the 28th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2017) , Montreal, Canada, October 2017.
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  • Ting Zhang and Duc A. Tran . Query-Adaptive Online Partitioning of Associated Data for Efficient Retrieval. In Proceedings of the 31st IEEE Conference on Advanced Information Networking and Applications (AINA 2017) , Taipei, Taiwan, March 2017. Acceptance rate: 28%
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  • Ting Zhang and Duc A. Tran . On Query-Adaptive Online Partitioning: A Study of Evolutionary Algorithms. In Proceedings of the 35th IEEE Performance, Computing, and Communications Conference (IPCCC 2016) , Las Vegas, NV, 2016. Acceptance rate: 25.5%
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  • Akram Bayat, Marc Pomplun, and Duc A. Tran . A Study on Human Activity Recognition Using Accelerometer Data from Smartphones. In Proceedings of the 11th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2014) , Niagara Falls, Ontario, Canada, August 2014.
    BibTeX     Download: [pdf]  
  • Duc A. Tran and Cuong Pham. Fast and Accurate Indoor Localization based on Spatially Hierarchical Classification. In Proceedings of the 11th IEEE International Conference on Mobile Ad-hoc and Sensor Systems (IEEE MASS 2014) , Philadelphia, PA, October 2014. Acceptance rate: 26.5% (BEST PAPER)
    BibTeX     Download: [pdf]  
  • Duc A. Tran and Ting Zhang. An Online Algorithm for Fingerprint-based Location Tracking. In Proceedings of the 11th IEEE International Conference on Mobile Ad-hoc and Sensor Systems (IEEE MASS 2014) , Philadelphia, PA, October 2014. Acceptance rate: 26.5%
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  • Duc A. Tran and Ting Zhang. Fingerprint-based Location Tracking with Hodrick-Prescott Filtering. In Proceedings of the 7th IFIP Wireless and Mobile Networking Conference (WMNC 2014) , Algarve, Portugal, May 2014. Acceptance rate: 32%
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  • Thuan Duong-Ba, Thinh Nguyen, and Duc A. Tran . DAROS: Distributed User-Server Assignment And Replication For Online Social Networking Applications. In Proceedings of 2013 IEEE International Conference on Computing, Networking and Communications (ICNC 2013) , San Diego, CA, January 2013. Acceptance rate: 25%
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  • Duc A. Tran and Ting Zhang. Socially Aware Data Partitioning for Distributed Storage of Social Data. In Proceedings of IFIP International Conference on Networking (IFIP Networking 2013) , New York City, NY, May 2013. Acceptance rate: 26%
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  • Alex Dusenbery, Khanh Nguyen, and Duc A. Tran . Analysis of An Investment Social Network. In IEEE Conference on Communications (ICC 2012) , Ottawa, Canada, June 2012. Acceptance rate: 37%
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  • Khanh Nguyen and Duc A. Tran . An Analysis of Facebook Activities. In Proceedings of IEEE Consumer Communications and Networking Conference (CCNC 2011) , Las Vegas, NV, January 2011. Acceptance rate: 31%
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  • Cuong Pham and Duc A. Tran . A Search-Efficient Architecture for Data-Centric Sensor Networks. In Proceedings of IEEE Global Communications (GLOBECOM 2011) , pp. 1–6, December 2011. Acceptance rate: 36%
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  • Cuong Pham and Duc A. Tran . CRES: A Content-based Routing Substrate for Large-Scale Data-Centric Sensor Networks. In Proceedings IEEE Conference on Sensor, Mesh, and Ad hoc Communications and Networks (SECON 2010) , Boston, MA, June 2010.
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  • Duc A. Tran and C. Pham. PUB-2-SUB: A Content-based Publish/Subscribe Mechanism for Cooperative P2P Networks. In Proceedings of IFIP Networking Conference (NETWORKING 2009) , pp. 770–781, LNCS, Aachen, Germany, May 2009. Acceptance rate: 21%
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  • Duc A. Tran and T. Nguyen. Hop-Count Based Learning Techniques for Passive Target Tracking in Sensor Networks. In Proceedings of IEEE Conference on Computer Communications and Networks (ICCCN 2009) , San Francisco, CA, August 2009. Acceptance rate: 29%
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  • Duc A. Tran and T. Nguyen. Publish/Subscribe Service in CAN-based P2P Networks: Dimension Mismatch and the Random Projection Approach. In Proceedings of International Conference on Computer Communications and Networks (ICCCN '08) , Virgin Island, USA, August 2008. Acceptance rate: 24% (BEST PAPER)
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  • T. Tran, T. Nguyen, and Duc A. Tran . Joint Networking Coding and Power Control for Cellular Radio Networks. In Proceedings of IEEE Conference on Communications and Electronics (ICCE '08) , IEEE Press, June 2008.
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  • Duc A. Tran , S. R. Pamidimukkala, and Phuong Nguyen. Relevance-Feedback Image Retrieval based on Multiple-Instance Learning. In Proceedings of IEEE/ACIS Conference on Computer and Information Science (ICIS 2008) , IEEE Press, Portland, Oregon, May 2008. Acceptance rate: 33%
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  • Duc A. Tran and Khanh Vu. Dimensionality Reduction in Hyperbolic Data Spaces: Bounding the Reconstructed Information Loss. In Proceedings of IEEE/ACIS Conference on Computer and Information Science (ICIS 2008) , IEEE Press, Portland, Oregon, May 2008. Acceptance rate: 33%
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  • Duc A. Tran and Thinh Nguyen. Subscription Covering Detection in Publish/Subscribe Systems based on Random Projections. In Proceedings of IEEE Int'l Conference on Collaborative Computing (COLLABORATECOM 2007) , IEEE Press, White Plains, NY, October 2007.
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  • T. Nguyen, D. Nguyen, and Duc A. Tran . Stochastic Binary Sensor Networks for Noisy Environments. In Proceedings of IEEE Int'l Conference on Communications and Electronics (ICCE 2006) , Hanoi, Vietnam, October 2006.
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  • Duc A. Tran and Thinh Nguyen. Support Vector Classification Strategies for Localization in Sensor Networks. In Proceedings of IEEE Int'l Conference on Communications and Electronics (ICCE 2006) , Hanoi, Vietnam, October 2006.
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  • T. Nguyen, Duc A. Tran , and Sen-Ching Cheung. Efficient P2P Data Dissemination in a Homogeneous Capacity Network using Structured Mesh. In Proceedings of IEEE/ICST Conference on Multimedia Services Access Networks (MSAN 2005) , Orlando, FL, June 2005. Invited Paper.
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  • Duc A. Tran . Hierarchical Semantic Overlay Approach to P2P Similarity Search. In Proceedings of USENIX Annual Technical Conference (USENIX 2005) , Anaheim, CA, April 2005.
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  • Duc A. Tran and Harish Raghavendra. Routing with Congestion Awareness and Adaptivity in Mobile Ad hoc Networks. In Proceedings of IEEE Wireless Communications and Networking Conference (WCNC 2005) , IEEE Press, New Orleans, LA, March 2005.
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  • Duc A. Tran , Kien A. Hua, and Minh Le. MobiVOD: A Video-on-Demand System Design for Mobile Ad hoc Networks. In Proceedings of IEEE International Conference on Mobile Data Management (MDM 2004) , pp. 212–223, Berkeley, CA, USA, January 19-22 2004. Acceptance rate: 25%
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  • Kien A. Hua, Duc A. Tran , and Roy Villafane. Overlay Multicast for Video on Demand on the Internet. In Proceedings of ACM Symposium on Applied Computing (SAC 2003) , pp. 935–942, Melbourne, FL, USA, 2003.
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  • Kien A. Hua, Ning Jiang, Roy Villafane, and Duc A. Tran . Admire: An Algebraic Approach to System Performance Analysis Using Data Mining Techniques. In Proceedings of ACM Symposium on Applied Computing (SAC 2003) , pp. 490–496, Melbourne, FL, USA, 2003.
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  • Duc A. Tran , Kien A. Hua, and Tai T. Do. ZIGZAG: An Efficient Peer-to-Peer Scheme for Media Streaming. In Proceedings of IEEE International Conference on Computer Communications (INFOCOM 2003) , IEEE Press, San Francisco, CA, March-April 2003. Acceptance rate: 20%
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  • Duc A. Tran , Kien A. Hua, and Simon Sheu. A New Caching Architecture for Efficient Video Services on the Internet. In Proceedings of IEEE Symposium on Applications and the Internet (SAINT 2003) , pp. 172–181, IEEE Press, Orlando, FL, USA, 2003. Acceptance rate: 29%
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  • Duc A. Tran , Kien A. Hua, and Tai T. Do. Layered Range Multicast for Video on Demand. In Proceedings of IEEE International Conference on Computer Communications and Networks (ICCCN 2002) , pp. 210–215, IEEE Press, Miami, FL, October 2002. Acceptance rate: 26%
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  • Duc A. Tran , Kien A. Hua, and Tai T. Do. Proceedings of Scalable Media Streaming in Large Peer-to-Peer Networks. In ACM Multimedia Conference , pp. 247–250, Juan Les Pins, France, December 2002. Acceptance rate: 15%-full, 25%-short
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  • Duc A. Tran , Kien A. Hua, and Mounir A. Tantaoui. A Multi-Multicast Sharing Technique for Large-Scale Video Information Systems. In Proceedings of IEEE International Conference on Communications (ICC 2002) , IEEE Press, New York, NY, April-May 2002. Acceptance rate: 40%
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  • Duc A. Tran , Kien A. Hua, and Kiran Prabhakara. On The Efficient Use of Multiple Physical-Channel Air-Cache. In Proceedings of IEEE Wireless Communications and Networking Conference (WCNC 2002) , IEEE Press, Orlando, FL, March 17-21 2002. Acceptance rate: 29%
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  • Kien A. Hua Duc A. Tran and Ning Jiang. A Generalized Design for Efficiently Broadcasting on MultiplePhysical Channel Air-Cache. In Proceedings of ACM Symposium on Applied Computing (SAC 2001) , pp. 387–392, Las Vegas, USA, March 11-14 2001.
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  • Kien A. Hua Khanh Vu and Duc A. Tran . An Efficient Core-Area Detection Algorithm for Fast Noise-FreeImage Query Processing. In Proceedings of ACM Symposium on Applied Computing (SAC 2001) , pp. 258–263, Las Vegas, USA, March 11-14 2001.
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  • Kien A. Hua, Duc A. Tran , and Roy Villafane. Caching Multicast Protocol for On-Demand Video Delivery. In Proceedings of ACM/SPIE Conference on Multimedia Computing and Networking (MMCN 2000) , pp. 2–13, San Jose, CA, January 2000.
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  • Duc A. Tran , Kien A. Hua, and Khanh Vu. VideoGraph: A Graphical Object-based Model for Representingand Querying Video Data. In Proceedings of International Conference on Conceptual Modeling (ER 2000) , pp. 383–396, Salt Lake city, UT, USA, October 9-12 2000. Acceptance rate: 26%
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  • Duc A. Tran , Kien A. Hua, and Khanh Vu. Semantic Reasoning based Video Database Systems. In Proceedings of International Conference on Database and Expert Systems Applications (DEXA 2000) , pp. 41–50, London, UK, September 4-8 2000.
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  • Roy Villafane, Kien A. Hua, Duc A. Tran , and Basab Maulik. Mining Interval Time Series. In Proceedings of International Conference on Data Warehousing and Knowledge Discovery (DAWAK 1999) , pp. 318–330, Florence, Italy, August/September 1999. BEST PAPER.
    BibTeX     Download: [pdf]  

Workshop Proceedings

  • Duc A. Tran and Phong Truong. Total Variation Regularization for Training of Indoor Location Fingerprints. In Proceedings of ACM MOBICOM Workshop on Mission-Oriented Wireless Sensor Networking (ACM MiseNet 2013) , Miami, Sep 2013.
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  • Khanh Nguyen, Cuong Pham, Duc A. Tran , and Feng Zhang. Preserving Social Locality in Data Replication for Social Networks. In Proceedings of IEEE ICDCS 2011 Workshop on Simplifying Complex Networks for Practitioners (SIMPLEX 2011) , Minneapolis, MN, June 2011.
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  • Cuong Pham, Feng Zhang, and Duc A. Tran . Maintenance-Efficient Erasure Coding for Distributed Archive Systems. In Proceedings of 2011 Workshop on Grid and P2P Systems and Applications (GridPeer 2011) - in conjuction with ICCCN 2011 , Maui, Hawaii, August 2011.
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  • S. Ghadge, T. Killingback, B. Sundaram, and D. A. Tran. A Parsimonious Statistical Protocol for Generating Power-Law Networks. In Proceedings of Workshop on Grid and P2P Systems and Applications (GridPeer 2009), in conjunction with ICCCN 2009 , San Francisco, CA, 2009.
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  • Duc A. Tran and C. Pham. Cost-Effective Multidimensional Publish/Subscribe Services in Sensor Networks. In Proceedings of IEEE Workshop on Localized Communications Algorithms and Networks - IEEE Conference on Mobile Ad hoc and Sensor Systems (MASS 2008) , IEEE Press, Atlanta, GA, September 2008.
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  • Duc A. Tran and K. Nguyen. Multidimensional Information Retrieval in P2P Networks. In Proceedings of NSF Workshop on Next Generation Software - IEEE International Parallel and Distributed ProcessingSymposium (IPDPS 2008) , IEEE Press, Miami, FL, April 2008.
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Invited Papers

  • Akram Bayat, Marc Pomplun, and Duc A. Tran . A Study on Human Activity Recognition Using Accelerometer Data from Smartphones. In Proceedings of the 11th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2014) , Niagara Falls, Ontario, Canada, August 2014.
    BibTeX     Download: [pdf]  
  • T. Nguyen, Duc A. Tran , and Sen-Ching Cheung. Efficient P2P Data Dissemination in a Homogeneous Capacity Network using Structured Mesh. In Proceedings of IEEE/ICST Conference on Multimedia Services Access Networks (MSAN 2005) , Orlando, FL, June 2005. Invited Paper.
    BibTeX     Download: [pdf]  

Poster

  • Cuong Pham and Duc A. Tran . CRES: A Content-based Routing Substrate for Large-Scale Data-Centric Sensor Networks. In Proceedings IEEE Conference on Sensor, Mesh, and Ad hoc Communications and Networks (SECON 2010) , Boston, MA, June 2010.
    BibTeX     Download: [pdf]  
  • Duc A. Tran and Harish Raghavendra. Congestion Adaptive Routing in Ad hoc Networks. In Proceedings of ACM MOBICOM 2004 (Poster) , Philadelphia, PA, October 2004.
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PhD Dissertation

  • Duc A. Tran . Overlay Multicast Solutions to Multimedia Streaming. Ph.D. Thesis, Department of Electrical Engineering and Computer Science, University of Central Florida, Orlando, FL, 2003.
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