Research Interest

• Data compression and aggregation in wireless sensor networks
• Information indexing in flash memories
• Information retrieval in distributed systems
• Reliable data storage in distributed systems
• Data sampling in distributed systems

   

Recent Publications

1. Song Lin, Benjamin Arai, Dimitrios Gunopulos, Gautam Das, "Region Sampling: Continuous Adaptive Sampling on Sensor Networks", 24th IEEE International Conference on Data Engineering (ICDE), cancum, Mexico, to appear, April 2008.
2. Benjamin Arai, Song Lin, Dimitrios Gunopulos, "Efficient Data Sampling in Heterogeneous Peer-to-Peer Networks", 7th IEEE International Conference on Data Mining (ICDM), Omaha, Nebraska, October 2007.
3. Song Lin, Benjamin Arai, Dimitrios Gunopulos, "Reliable Hierarchical Data Storage in Sensor Networks", 19th International Conference on Scientific and Statistical Database Management (SSDBM), Banff, Canada, July 2007.
4. Song Lin, Demetrios Zeinalipour-Yazti, Dimitrios Gunopulos, "Top-k Retrieval Techniques in Distributed Sensor Systems", Encyclopedia of Geographical Information science, Springer, 2007.
5. Song Lin, Demetrios Zeinalipour-Yazti, Vana Kalogeraki, Dimitrios Gunopulos, W. Najjar, "Efficient Indexing Data Structures for Flash-Based Sensor Devices", ACM Transactions on Storage (TOS), Volume 2, Issue 4, 2006.
6. Song Lin, Vana Kalogeraki, Dimitrios Gunopulos and Stefano Lonardi, "Efficient information compression in sensor networks", International Journal of Sensor Networks (IJSNet), Inderscience, Volume 1, Issue 3/4, 2006.
7. Demetrios Zeinalipour-Yazti, Song Lin, Dimitrios Gunopulos, "Distributed Spatio-Temporal Similarity Search", The 15th ACM Conference on Information and Knowledge Management (CIKM), Arlington, VA, November 2006.
8. Song Lin, Vana Kalogeraki, Dimitrios Gunopulos and Stefano Lonardi, "Online Information Compression in Sensor Networks", IEEE International Conference on Communications (ICC), Istanbul, TurKey, June 2006.
9. Demetrios Zeinalipour-Yazti, Song Lin, Vana Kalogeraki, Dimitrios Gunopulos and Valid Najjar, "MicroHash: An Efficient Index Structure for Flash-Based Sensor Devices",  4th USENIX Conference on File and Storage Technologies (FAST), San Francisco, CA, December 2005.
10. Song Lin, Dimitrios Gunopulos, Stefano Lonardi and Vana Kalogeraki, "A Data Compression Technique for Sensor Networks with Dynamic Bandwidth Allocation", IEEE International Symposium on Temporal Representation and Reasoning (TIME), Burlington, VT, June 2005.
11. Song Lin, Dimitrios Gunopulos, Stefano Lonardi and Vana Kalogeraki, "Applying LVQ Techniques to Compress Historical Information in Sensor Networks", IEEE Data Compression Conference (DCC), Snowbird, UT, March 2005.   

     

Professional Activities

PC Member        ICDM - IEEE International Conference on Data Mining, 2008.

PC Member        ChinaCom - Wireless Communications and Networking Symposium, 2008.

PC Member        GLOBECOM - IEEE Global Telecommunications Conference, 2007.

PC Member        ICSNC - International Conference on Systems and Networks Communications, 2006, 2007, 2008.