691TD: Hot Topics in Databases Spring 2009 Yanlei Diao and Gerome - PowerPoint PPT Presentation

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691TD: Hot Topics in Databases Spring 2009 Yanlei Diao and Gerome Miklau Requirements Attend every class Submit written reviews for each paper, participate actively in discussions. Lead 1 (or more) paper discussions. Probabilistic

691TD: Hot Topics in Databases Spring 2009 Yanlei Diao and Gerome Miklau
Requirements • Attend every class • Submit written reviews for each paper, participate actively in discussions. • Lead 1 (or more) paper discussions.
Probabilistic and Uncertain Databases (3) • Fast and Simple Relational Processing of Uncertain Data . L. Antova, T. Jansen, C. Koch, D. Olteanu. Proc. ICDE 2008. • BayesStore: Managing Large, Uncertain Data Repositories with Probabilistic Graphical Models. Daisy Zhe Wang (UC Berkeley), Eirinaios Michelakis (UC Berkeley), Minos Garofalakis (Yahoo Research, USA), Joseph Hellerstein (UC Berkeley). VLDB 2008. • Approximate Lineage for Probabilistic Databases. Chris Re , Dan Suciu. VLDB 2008.
Temporal databases (3) • Incomplete Information in Relational Temporal Databases . Gadia, Nair, Poon. VLDB 1992 • Supporting valid-time indeterminacy. Curtis E. Dyreson and Richard Thomas Snodgrass. TODS 23(1), 1998. • Probabilistic temporal databases. Alex Dekhtyar, Robert Ross, V. S. Subrahmanian. TODS 26(1), 2001.
Graph summarization (2) • Graph Summarization with Bounded Error. Navlakha, Rastogi, Shrivastava. SIGMOD 08. • Efficient Aggregation for Graph Summarization. Tian, Hankins, Patel. SIGMOD 08.
Sensor and flash data management (2) • COLR-Tree: Communication Efficient Spatio-Temporal Index for a Sensor Data Web Portal. Yanif Ahmad and Suman Nath. ICDE 2008. (Best Paper) • Online Maintenance of Very Large Random Samples on Flash Storage. Suman Nath and Phillip B. Gibbons. VLDB 2008
Selected SIGMOD 2009 papers (2) • To be determined in March.
Volunteer for paper presentations Date Presenter Topic 1/29 Gerome Intro Prob. DBs 2/5 Yanlei Graphical Models 2/12 ??? 2/19 2/26 3/5 3/12 3/19 Spring Br Spring Break 3/26 4/2 4/9 4/16 4/23 4/30 5/7

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