Thanh Tran Department of Computer Science 140 Governors Drive University of Massachusetts, Amherst Amherst, MA 01003 Room 254 Email: ttran at cs.umass.edu

I am a PhD Candidate in Department of Computer Science at UMass, Amherst. I am a member of the Database and Information Management Lab, working with Prof. Yanlei Diao. My research interests include probabilistic databases, stream processing, and applications of machine learning in data management. Publications Journal: CLARO: Modeling and Processing Uncertain Data Streams. Thanh T. L. Tran, Liping Peng, Yanlei Diao, Andrew McGregor, and Anna Liu. VLDB Journal 2011 Conference: Differentially Private Summaries for Sparse Data. Graham Cormode, Magda Procopiuc, Divesh Srivastava, and Thanh T. L. Tran. ICDT 2012 (To appear) Conditioning and Aggregating Uncertain Data Streams: Going Beyond Expectations. Thanh T. L. Tran, Andrew McGregor, Yanlei Diao, Liping Peng, and Anna Liu. PVLDB 2010. [tech report] [slides] PODS: A New Model and Processing Algorithms for Uncertain Data Streams. Thanh T. L. Tran, Liping Peng, Boduo Li, Yanlei Diao, and Anna Liu. SIGMOD 2010. [tech report] [slides] Capturing Data Uncertainty in High-Volume Stream Processing. Yanlei Diao, Boduo Li, Anna Liu, Liping Peng, Charles Sutton, Thanh Tran, and Michael Zink. CIDR 2009. Probabilistic Inference over RFID Streams in Mobile Environments. Thanh Tran, Charles Sutton, Richard Cocci, Yanming Nie, Yanlei Diao, and Prashant Shenoy. ICDE 2009. [tech report] Efficient Data Interpretation and Compression over RFID Streams. Richard Cocci, Thanh Tran, Yanlei Diao, and Prashant Shenoy. ICDE 2008.