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Publications

Books:

  1. Z. Han, M. Hong, and D. Wang, Signal Processing and Networking for Big Data, Cambridge Press, 2016

  2. D. Wang and Z. Han, Sublinear Algorithms for Big Data Applications, Springer Briefs for Computer Science, Springer, 2015.

Book chapters:

  1. X. Cheng, K. Lai, D. Wang, and J. Liu, UGC Video Sharing: Measurement and Analysis, Intelligent Multimedia Transmission: Techniques and Applications, Springer-Verlag, edited by Changwen Chen, Zhu Li, and Shiguo Lian, 2010.

  2. D. Wang, Q. Zhang and J. Liu, Continuous Mass Data Collection in Sensor Networks, Modeling and Simulation of Wireless Networks, Nova Science Publisher, edited by Geyong Min, Yi Pan and Pingzhi Fan, 2006.

Journals:

  1. L. Li, K. Xu, D. Wang, C. Peng, K. Zhang, R. Mijumbi, and Q. Xiao, "A Longitudinal Measurement Study of TCP Performance and Behavior in 3G/4G Networks over High Speed Rails", in IEEE Transactions on Networking, to appear, 2017.

  2. Q. Luo, H. Y. Lam, D. Wang, D. Pan, W. T. Chan, Y. Peng, and X. Peng, "Asynchronous and Selective Transmission for DeWiring of Building Management Systems", in IEEE Transactions on Industrial Informatics, vol. 13, no. 2, pp. 821 - 831, Apr. 2017.

  3. Y. Yang, M. Xu, D. Wang, and S. Li, "Towards Energy-Efficient Routing in Satellite Networks", in IEEE Journal on Selected Areas in Communications, vol. 34, no. 12, pp. 3869 - 3886, Dec. 2016.

  4. E. Pan, D. Wang, and Z. Han, "Analyzing Big Smart Metering Data Towards Differentiated User Services: A Sublinear Approach", in IEEE Transactions on Big Data, vol. 2, no. 3, pp. 249-261, Sept. 2016.

  5. D. Wang, J. Liu, J. Xu, H. Jiang, and C. Wang, "Data Sweeper: A Proactive Filtering Framework for Error-Bounded Sensor Data Collection", in IEEE Transactions on Emerging Topics in Computing, vol 4, no. 4., pp. 487 - 501, Dec., 2016.

  6. Y. Yang, M. Xu, D. Wang, and S. Li, "A Hop-by-hop Routing Mechanism for Green Internet", in IEEE Transactions on Parallel and Distributed Systems, vol. 27, no. 1, pp. 2 - 16, Jan. 2016.

  7. C. Fan, F. Xiao, H. Madsen, D. Wang, "Temporal Knowledge Discovery in Big BAS Data for Building Energy Management", in Energy and Buildings, vol. 109, pp. 75 - 89, Dec. 2015.

  8. W. Liu, D. Wang, H. Jiang, W. Liu, and C. Wang, "An Approximate Convex Decomposition Protocol for Wireless Sensor Network Localization in Arbitrary-Shaped Fields", in IEEE Transactions on Parallel and Distributed Systems, vol. 26. no. 12, pp. 3264 - 3274, Dec. 2015.

  9. D. Wang and J. Liu, "Optimizing Big Data Processing Performance in the Public Cloud: Opportunities and Approaches", in IEEE Network Magazine: special issues on Networking for Big Data, vol. 29, no. 5, pp. 31 - 35, Sept/Oct. 2015.

  10. H. Wang, F. Wang, J. Liu, D. Wang, and J. Groen, "Enabling Customer-Provided Resources for Cloud Computing: Potentials, Challenges, and Implementation", in IEEE Transactions on Parallel and Distributed Systems, vol. 26, no. 7, pp. 1874 - 1886, July, 2015.

  11. M. Xu, S. Yang, D. Wang, and J. Wu, "Efficient Two Dimensional-IP Routing: An Incremental Deployment Design", in Computer Networks, vol. 59, no. 11, pp. 227 - 243, Feb. 2014..

  12. W. Liu, D. Wang, H. Jiang, W. Liu, and C. Wang, "An Approximate Convex Decomposition Protocol for Wireless Sensor Network Localization in Arbitrary-Shaped Fields", in IEEE Transactions on Parallel and Distributed Systems, vol. 26. no. 12, pp. 3264 - 3274, Dec. 2015.

  13. Y. Yuan, D. Pan, D. Wang, X. Xu, Y. Peng, X. Peng, and P. Wan, "A Study towards Applying Thermal Inertia for Energy Conservation in Rooms", in ACM Transactions on Sensor Networks, vol. 10, no. 1, article 7, Nov. 2013.

  14. J. Cheng, Q. Ye, H. Jiang, D. Wang, and C. Wang, "STCDG: An Efficient Data Gathering Algorithm for Wireless Sensor Networks", in IEEE Transactions on Wireless Communications, vol. 12, no. 2., pp. 850 - 861, Feb. 2013.

  15. M. Xu, M. Hou, D. Wang, and J. Yang, "An Efficient Critical Protection Scheme for Intra-Domain Routing using Link Charateristics", in Computer Networks, vol. 57, no. 1, pp. 117 - 133, Jan. 2013.

  16. K. Lai and D. Wang, "Understanding the External Links of Video Sharing Sites: Measurement and Analysis", in IEEE Transactions on Multimedia, vol. 15, no. 1, pp. 224 - 235, Jan. 2013.

  17. D. Wang, J. Liu, and Q. Zhang, "On Mobile Sensor Assisted Field Coverage", in ACM Transactions on Sensor Networks, vol. 9, no. 2, Mar. 2013.

  18. T. Zhang, D. Wang, J. Cao, Y. Q. Ni, L. Chen, and D. Chen, "Elevator-Assisted Sensor Data Collection for Structural Health Monitoring", in IEEE Transactions on Mobile Computing, vol. 11, no. 10, pp. 1555 - 1568, Oct. 2012.

  19. H. Jiang, J. Cheng, D. Wang, C. Wang, and G. Tan, "A General Framework for Efficient Continuous Multi-dimensional Top-k Query Processing in Sensor Networks", in IEEE Transactions on Parallel and Distributed Systems: special issue on Cyber-Physical Systems, vol. 23, no. 9, pp. 1668 - 1680, Sept. 2012.

  20. J. Luo, D. Wang, and Q. Zhang, "The Double Mobility Problem for Water Surface Coverage using Mobile Sensor Networks", in IEEE Transactions on Parallel and Distributed Systems, vol. 23, no. 1, pp. 146-159, Jan. 2012.

  21. F. Wang, D. Wang, and J. Liu, "Traffic-Aware Relay Node Deployment: Maximizing Lifetime for Data Collection in Wireless Sensor Networks", in IEEE Transactions on Parallel and Distributed Systems, vol. 22, no. 8, pp. 1415-1423, Aug. 2011.

  22. D. Wang, J. Xu, F. Wang, and J. Liu, "Mobile Filtering: Exploring Migration of Filters for Error Bounded Continuous Data Collection in Sensor Networks", in IEEE Transactions on Vehicular Technology, vol. 59, no. 8, pp. 4093 - 4104, Oct. 2010.

  23. H. Jiang, W. Liu, D. Wang, C. Tian, X. Bai, X. Liu, Y. Wu, and W. Liu, "Connectivity-based Skeleton Extraction in Wireless Sensor Networks". in IEEE Transactions on Parallel and Distributed Systems. vol. 21., no. 5, pp. 710-721, May, 2010.

  24. D. Wang, Q. Zhang, and J. Liu, "Partial Network Coding: Concept, Performance and Application for Continuous Data Collection in Sensor Networks", in ACM Transactions on Sensor Networks, vol. 4., no. 3, Aug. 2008.

  25. D. Wang and J. Liu, "A Dynamic Skip List based Protocol for Peer to Peer Streaming with VCR Interactions",  in IEEE Transactions on Parallel and Distributed Systems, vol. 19., no. 5., pp. 503 - 514, May, 2008.

  26. D. Wang, Q. Zhang and J. Liu, "The Self-Protection Problem for Wireless Sensor Networks",  in ACM Transactions on Sensor Networks, vol. 3., no. 4., Nov. 2007.

Demos:

  1. Q. Luo, H. Y. Lam, D. Wang, W. T. Chan, Y. Peng, X. Peng, "Demo Abstract: Towards a Wireless Building Management System with Minimum Change to the Building Protocols", in ACM/IEEE ICCPS'12, Beijing, China, Apr. 2012.

  2. D. Pan, Y. Yuan, D. Wang, Y. Peng, and X. Peng, "Demo: A Long-range High-rate Communication Module for Imote2", in IEEE INFOCOM'11, Shanghai, China, Apr. 2011.

  3. H. Y. Lam, D. Wang, and W. T. Chan, "Demo: BACChat: A Building Automation Control Client for Sensor Data Collection", in IEEE INFOCOM'11, Shanghai, China, Apr. 2011.

  4. B. Li, D. Wang, and Y. Q. Ni, "Demo: An Imote2 Compatible High Fidelity Sensing Module for SHM Sensor Networks", in IEEE INFOCOM'10, San Diego, CA, Mar. 2010.

  5. B. Li, D. Wang, and Y. Q. Ni, "Demo: On the High Quality Sensor Placement for Structural Health Monitoring", in IEEE INFOCOM'09, Rio de Janeiro, Brazil, Apr. 2009.

Internet Drafts:

  1. M. Xu, J. Wu, S. Yang and D. Wang, "Two Dimensional IP Routing Architecture", Internet draft, draft-xu-rtgwg-twod-ip-routing-00.txt, available at https://datatracker.ietf.org/doc/draft-xu-rtgwg-twod-ip-routing/, 2012-03-04.

Papers in Refereed Conferences:

  1. Y. Zhang, Y. Li, K. Xu, D. Wang, M. Li, X. Cao, Q. Liang, "A Communication-aware Container Re-distribution Approach for High Performance VNFs", in Proc. IEEE ICDCS'17, Atlanta, GA, June 2017.

  2. L. Li, K. Xu, D. Wang, C. Peng, K. Zhang, H. Wang, R. Mijumbi, X. Wang, "A Measurement Study on Skype Voice and Video Calls in LTE Networks on High Speed Rails", in Proc. IEEE/ACM IWQoS'17, Vilanova, Spain, June. 2017.

  3. Z. Zheng, D. Wang, J. Pei, Y. Yuan, C. Fan, and F. Xiao, "Urban Traffic Prediction through the Second Use of Inexpensive Big Data from Buildings", in Proc. ACM CIKM'16, Indianapolis, IN, Oct. 2016.

  4. X. Ling, Y. Yuan, D. Wang, and J. Yang, "Tetris: Optimizing Cloud Resource Usage Unbalance with Elastic VM", in Proc. IEEE/ACM IWQoS'16, Beijing, China, June. 2016.

  5. Y. Yang, D. Wang, D. Pan, and M. Xu, "Wind Blows, Traffic Flows: Green Internet Routing under Renewable Energy", in Proc. IEEE INFOCOM'16, San Francisco, CA, Apr. 2016.

  6. L. Zhang, W. Wu, and D. Wang, "TDS: Time-Dependent Sponsored Data Plan for Wireless Data Traffic Market", in Proc. IEEE INFOCOM'16, San Francisco, CA, Apr. 2016.

  7. L. Zhang, W. Wu, and D. Wang, "Sponsored Data Plan: A Two-Class Service Model in Wireless Data Networks", in Proc. ACM SIGMETRICS'15, Portland, Oregon, June, 2015.

  8. L. Li, K. Xu, D. Wang, C. Peng, Q. Xiao, and R. Mijumbi, "A Measurement Study on the TCP Behaviors in HSPA+ Networks on High-Speed Rails", in Proc. IEEE INFOCOM'15, Hong Kong, Apr. 2015.

  9. L. Zhang, H. Y. Lam, and D. Wang, "Strategy-proof Thermal Comfort Voting in Buildings" in Proc. ACM Buildsys'14, Memphis, TN, Nov. 2014.

  10. Q. Xiao, K. Xu, D. Wang, L. Li, and Y. Zhong, "Concise paper: TCP Performance over Mobile Networks in High-speed Mobility Scenarios", in Proc. IEEE ICNP'14, Raleigh, NC, Oct. 2014.

  11. H. Y. Lam, Y. Yuan, and D. Wang, "An Occupant-participatory Approach for Thermal Comfort Enhancement and Energy Conservation in Buildings", in Proc. ACM e-Energy'14, Cambridge, UK, June, 2014.

  12. L. Zhang and D. Wang, "Sponsoring Content: Motivation and Pitfalls for Content Service Providers", in Proc. the 3rd workshop on Smart Data Pricing (SDP'14), Toronto, Canada, May. 2014.

  13. Y. Yuan, D. Wang, and J. Liu, "Joint Scheduling of MapReduce Jobs with Servers: Performance Bounds and Experiments", in Proc. IEEE INFOCOM'14, Toronto, Canada, Apr. 2014.

  14. L. Zhang, W. Wu, and D. Wang, "Time Dependent Pricing in Wireless Data Networks: Flat-Rate vs. Usage-Based Schemes", in Proc. IEEE INFOCOM'14, Toronto, Canada, Apr. 2014.

  15. Y. Le, J. Liu, F. Ergun, and D. Wang, "Online Load Balancing for MapReduce with Skewed Data Input", in Proc. IEEE INFOCOM'14, Toronto, Canada, Apr. 2014.

  16. S. Yang, M. Xu, D. Wang, G. Bayzelon, J. Wu, "Scalable Forwarding Tables for Supporting Flexible Policies in Enterprise Networks", in Proc. IEEE INFOCOM'14, Toronto, Canada, Apr. 2014.

  17. H. Y. Lam and D. Wang, "Carrying My Environment with Me: A Participatory-sensing Approach to Enhance Thermal Comfort", in Proc. ACM BuildSys'13, Rome, Italy, Nov. 2013.

  18. D. Pan, D. Wang, J. Cao, Y. Peng, and X. Peng, "Minimizing Building Electricity Costs in a Dynamic Power Market: Algorithms and Impact on Energy Conservation", in Proc. IEEE RTSS'13, Vancouver, Canada, 2013.

  19. Y. Yang, D. Wang, M. Xu, and S. Li, "Hop-by-Hop Computing for Green Internet Routing", in Proc. IEEE ICNP'13, Gottingen, Germany, Oct. 2013.

  20. Y. Yuan, H. Wang, D. Wang, J. Liu, "On Interference-aware Provisioning for Cloud-based Big Data Processing", in Proc. ACM/IEEE IWQoS'13, Montreal, Canada, June, 2013.

  21. M. Xu, S. Yang, D. Wang, J. Wu, "Two-dimensional IP Routing", invited paper, in Proc. IEEE ICNC'13, San Diego, CA, Jan. 2013.

  22. D. Pan, Y, Yuan, D. Wang, X. Xu, Y. Peng, X. Peng, P. Wan, "Thermal Inertia: Towards an Energy Conservation Room Management System", in Proc. IEEE INFOCOM'12, mini-conference, Orlando, FL, Mar. 2012.

  23. F. Wang, D. Wang, and J. Liu, "EleSense: Elevator-Assisted Wireless Sensor Data Collection for High-rise Structural Monitoring", in Proc. IEEE INFOCOM'12, Orlando, FL, Mar, 2012.

  24. W. Liu, D. Wang, H. Jiang, W. Liu, and C. Wang, "Approximate Convex Decomposition Based Localization in Wireless Sensor Networks", in Proc. IEEE INFOCOM'12, Orlando, FL, Mar. 2012.

  25. D. Wang and Y. Q. Ni, "Wireless Sensor Networks for Earthquake Early Warning Systems of Railway Lines", in 1st International Workshop on High-Speed and Intercity Railways, Shenzhen-Hong Kong, July. 2011.

  26. F. Wang, D. Wang, and J. Liu, "Elevator as a mobile sink for high-rise structural monitoring", in Proc. ACM/IEEE IWQoS'11, San Jose, CA, June, 2011.

  27. S. Ding, K. Lai, and D. Wang, "A Study on the Characteristics of the Data Traffic of Online Social Networks", in Proc. IEEE ICC'11, Kyoto, Japan, June, 2011.

  28. Q. Li, D. Wang, M. Xu, J. Yang, "On the Scalability of Router Forwarding Tables: Nexthop Selectable FIB Aggregation", in Proc. IEEE INFOCOM'11, mini-conference, Shanghai, China, Apr. 2011.

  29. H. Jiang, J. Cheng, D. Wang, C. Wang, G. Tan, "Continuous Multi-dimensional Top-k Query Processing in Sensor Networks", in Proc. IEEE INFOCOM'11, Shanghai, China, Apr. 2011.

  30. K. Lai and D. Wang, "Towards Understanding the External Links on Video Sharing Sites: Measurement and Analysis", in Proc. ACM NOSSDAV'10, Amsterdam, Netherland, June, 2010.

  31. B. Li, D. Wang, F. Wang, and Y. Q. Ni, "High Quality Sensor Placement for Structural Health Monitoring Systems: Refocusing on Application Demands", in Proc. IEEE INFOCOM'10, San Diego, CA, Mar. 2010.

  32. F. Wang, D. Wang, and J. Liu, "Traffic-Aware Relay Node Deployment for Data Collection in Wireless Sensor Networks", in Proc. IEEE SECON'09, Rome, Italy, June. 2009.

  33. J. Luo, Q. Zhang, and D. Wang, "Delay Tolerant Event Collection for Underground Coal Mine using Mobile Sinks", in Proc. IEEE IWQoS'09, Charleston, SC, July. 2009.

  34. M. Hou, D. Wang, M. Xu, and J. Yang, "Selective Protection: A Cost-Efficient Backup Scheme for Link State Routing", in Proc. IEEE ICDCS'09, Montreal, Quebec, Canada, June. 2009.

  35. J. Luo, D. Wang, and Q. Zhang, "Double Mobility: Coverage of the Sea Surface with Mobile Sensor Networks", in Proc. IEEE INFOCOM'09, Rio de Janeiro, Brazil, Apr. 2009.

  36. H. Jiang, W. Liu, D. Wang, T. Chen, X. Liu, Y. Wu, and W. Liu, "CASE: Connectivity-based Skeleton Extraction in Wireless Sensor Networks", in Proc. IEEE INFOCOM'09, mini-conference, Rio de Janeiro, Brazil, Apr. 2009.

  37. D. Wang, J. Xu, J. Liu, and F. Wang, "Mobile Filtering for Error Bounded Data Collection in Sensor Networks", in Proc. IEEE ICDCS'08, Beijing, China, June. 2008.

  38. D. Wang, J. Liu, and Q. Zhang, "Probabilistic Field Coverage using a Hybrid Network of Static and Mobile Sensors", in Proc. IEEE IWQoS'07, Chicago, IL, June. 2007.

  39. D. Wang, Q. Zhang, and J. Liu, "Partial Network Coding: Theory and Application in Continuous Sensor Data Collection", in Proc. IEEE IWQoS'06, New Haven, CT, June. 2006.

  40. Y. Chen, D. Wang and J. Zhang, "Variable Based  Tacit Communication: A New Energy Efficient Communication Scheme for Sensor Networks", (short paper) in InterSense'06, Nice, France, May. 2006.

  41. D. Wang, Q. Zhang and J. Liu, "Self-Protection for Wireless Sensor Networks", in Proc. IEEE ICDCS'06, Lisbon, Portugal, July. 2006.

  42. D. Wang and J. Liu, "Peer to Peer Asynchronous Video Streaming using Skip List", (invited paper), in Proc. IEEE ICME'06, Toronto, Canada, July. 2006.

  43. D. Wang, Y. Long and F. Ergun, "A Layered Architecture for Delay Sensitive Sensor Networks", in Proc. IEEE SECON'05, Santa Clara, CA, Sept. 2005.

  44. D. Wang and F. Ergun, "Path Protection with Pre-identification for MPLS Networks", in Proc. IEEE QShine'05, Orlando, FL, Aug. 2005.

  45. D. Wang, F. Ergun and Z. Xu, "Unicast and Multicast QoS Routing with Multiple Constraints", in Proc. IEEE QoSIP'05, Catania, Italy, Feb. 2005.