DocumentCode
2052177
Title
Evaluation of communication and computation efficient algorithms for distributed skyline queries
Author
Sunitha, T. ; Indu, L.
Author_Institution
Dept. of Comput. Sci. & Eng., P.B. Coll. of Eng., Chennai, India
fYear
2013
fDate
21-22 Feb. 2013
Firstpage
201
Lastpage
206
Abstract
The skyline operator has received considerable attention from the database community, due to its importance in many applications including multicriteria decision making, preference answering, and so forth. In many applications where uncertain data are inherently exist, i.e., data collected from different sources in distributed locations exhibit kind of uncertainty. Based on the well-known notation of the probabilistic skyline query over centralized uncertain data, the notation of distributed skyline queries over uncertain data were proposed. Then the problem of distributed skyline computation were studied and proposed an adaptive algorithm towards retrieving the global skyline tuples from all the distributed local sites with minimum communication cost. Finally, provide an extensive experimental evaluation showing the efficiency of the proposed algorithms.
Keywords
decision making; query processing; centralized uncertain data; communication evaluation; computation efficient algorithms; database community; distributed local sites; distributed locations; distributed skyline queries; global skyline tuples; minimum communication cost; multicriteria decision making; probabilistic skyline query; skyline operator; well-known notation; Algorithm design and analysis; Computational efficiency; Distributed databases; Probabilistic logic; Query processing; Servers; Skyline; distributed database; uncertain data;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Communication and Embedded Systems (ICICES), 2013 International Conference on
Conference_Location
Chennai
Print_ISBN
978-1-4673-5786-9
Type
conf
DOI
10.1109/ICICES.2013.6508265
Filename
6508265
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