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Welcome to the NorthwestDatabase Society (NWDS) |
The goal of NWDS is to bring together researchers and practitioners in the field of databases and data management systems working in the Pacific North-West.
Speaker: Christoph Koch From Cornell
Title: MayBMS: A Probabilistic Database Management System
Where: University of Washington, Seattle.
Computer Science and Engineering Department.
Paul Allen Center, CSE-605.
When: 11:00 AM (Thursday, July 3rd, 2008)
Abstract:
Databases that contain uncertain data arise naturally in many data management scenarios, such as Web information extraction, data cleaning, data integration, sensor data management, and scientific databases. There are currently no scalable systems for managing and querying such databases. In this talk I present MayBMS, a database management system for efficiently managing and processing large collections of uncertain data that is currently under development at Cornell. MayBMS is based on a clean yet expressive query language that captures many important use cases of probabilistic databases, including what-if queries and the conditioning of databases using new evidence. MayBMS employs a carefully designed succinct representation system for probabilistic databases called U-relations, which nicely unifies various approaches to representing uncertain data, such as c-tables, relational decomposition, and probabilistic graphical models. U-relations allow for the natural reuse of mature relational storage, indexing and query processing techniques to build scalable probabilistic database systems. In addition to the exact processing of probabilistic database queries on U-relations, I discuss the efficient approximation of expressive, compositional queries on probabilistic databases.
Bio:
Christoph Koch is an associate professor of computer science at Cornell University. He is interested in both the theoretical and systems-oriented aspects of data management, and currently works on managing uncertain data, community data management systems, data-driven games, data integration, and Web information extraction and management.
Listed in reverse chronological order. Click here for Abstracts
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The North-West Database Society was founded on January 1st 2006 by Dan Suciu and Magdalena Balazinska. It is inspired by the New-England Database Society.