DocumentCode
3154202
Title
Efficient range query processing on uncertain data
Author
Knight, Andrew ; Yu, Qi ; Rege, Manjeet
Author_Institution
Dept. of Comput. Sci., Rochester Inst. of Technol., New York, NY, USA
fYear
2011
fDate
3-5 Aug. 2011
Firstpage
263
Lastpage
268
Abstract
Uncertain data has emerged as a key data type in many applications. New and efficient query processing techniques need to be developed due to the inherent complexity of this new type of data. In this paper, we investigate a special type of query, range queries, on uncertain data. We propose a threshold interval indexing structure that aims to balance different time consuming factors to achieve an optimal overall query performance. Experimental results are presented to justify the efficiency of the proposed query processing technique.
Keywords
computational complexity; indexing; query processing; data type; inherent complexity; optimal overall query performance; query processing techniques; range query processing; threshold interval indexing structure; uncertain data; Indexing; Probability density function; Query processing; Slabs; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Reuse and Integration (IRI), 2011 IEEE International Conference on
Conference_Location
Las Vegas, NV
Print_ISBN
978-1-4577-0964-7
Electronic_ISBN
978-1-4577-0965-4
Type
conf
DOI
10.1109/IRI.2011.6009557
Filename
6009557
Link To Document