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
Link To Document :
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