Managing Probabilistic Data with MystiQ: The Can-Do, the Could-Do, and the Can’t-Do

作者: Christopher Re , Dan Suciu

DOI: 10.1007/978-3-540-87993-0_3

关键词:

摘要: MystiQ is a system that allows users to define probabilistic database, then evaluate SQL queries over this database. middleware: the data itself stored in standard relational database system, and providing semantics. The advantage of middleware re-implementation from scratch it can leverage infrastructure an existing engine, e.g. indexes, query evaluation, optimization, etc. Furthermore, attempts perform most inference inside engine. currently available mystiq.cs.washington.edu .

参考文章(29)
Christopher Ré, Dan Suciu, None, Efficient Evaluation of HAVING Queries on a Probabilistic Database Database Programming Languages. pp. 186- 200 ,(2007) , 10.1007/978-3-540-75987-4_13
Ting-You Wang, Christopher Re, Dan Suciu, None, Implementing NOT EXISTS Predicates over a Probabilistic Database. QDB/MUD. pp. 73- 86 ,(2008)
Jose-Luis Ambite, Tomas Uribe, Vinay K. Chaudhri, Richard Fikes, Guizhen Yang, Jessica Jenkins, Maria Muslea, Sunil Mishra, Design and implementation of the CALO query manager innovative applications of artificial intelligence. pp. 1751- 1758 ,(2006)
Jennifer Widom, Trio: A System for Integrated Management of Data, Accuracy, and Lineage conference on innovative data systems research. pp. 262- 276 ,(2004)
Jennifer Widom, Omar Benjelloun, Chris Hayworth, Anish Das Sarma, An Introduction to ULDBs and the Trio System IEEE Data(base) Engineering Bulletin. ,vol. 29, pp. 5- 16 ,(2006)
Giorgio Busatto, Markus Lohrey, Sebastian Maneth, Efficient memory representation of XML documents database programming languages. pp. 199- 216 ,(2005) , 10.1007/11601524_13
Sebastian Maneth, Thomas Perst, Helmut Seidl, Exact XML Type Checking in Polynomial Time Lecture Notes in Computer Science. pp. 254- 268 ,(2006) , 10.1007/11965893_18
Abhay Jha, Vibhor Rastogi, Dan Suciu, Query evaluation with soft-key constraints Proceedings of the twenty-seventh ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems - PODS '08. pp. 119- 128 ,(2008) , 10.1145/1376916.1376934
Laks V. S. Lakshmanan, Nicola Leone, Robert Ross, V. S. Subrahmanian, ProbView: a flexible probabilistic database system ACM Transactions on Database Systems. ,vol. 22, pp. 419- 469 ,(1997) , 10.1145/261124.261131
Christopher Re, Nilesh Dalvi, Dan Suciu, Efficient Top-k Query Evaluation on Probabilistic Data international conference on data engineering. pp. 886- 895 ,(2007) , 10.1109/ICDE.2007.367934