DocumentCode
498741
Title
Poster abstract: A distributed algorithm to compute spatial skyline in wireless sensor networks
Author
Yoon, SunHee ; Shahabi, Cyrus
Author_Institution
Dept. of Comput. Sci., Univ. of Southern California, Los Angeles, CA, USA
fYear
2009
fDate
13-16 April 2009
Firstpage
375
Lastpage
376
Abstract
Spatial skyline queries can be used in wireless sensor networks for collaborative positioning of multiple objects. However, designing a distributed spatial skyline algorithm in resource constrained wireless environments introduces several research challenges: how to combine multi-dimensional data, (e.g. distances to multiple events) to compute the skylines efficiently, accurately, quickly, progressively, and concurrently while dealing with the network and event dynamics. We address this challenge by designing distributed spatial skyline (DSS) algorithm. DSS is the first distributed algorithm to compute spatial skylines. In a network of 554 nodes, DSS reduces the communication overhead by up to 91% over a centralized algorithm with 100% accuracy.
Keywords
distributed algorithms; query processing; wireless sensor networks; DSS algorithm; distributed algorithm; event dynamics; multidimensional data; resource constrained wireless environment; spatial skyline query computation; wireless sensor network; Algorithm design and analysis; Collaboration; Computer networks; Computer science; Decision support systems; Distributed algorithms; Distributed computing; Partitioning algorithms; Wireless networks; Wireless sensor networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Processing in Sensor Networks, 2009. IPSN 2009. International Conference on
Conference_Location
San Francisco, CA
Print_ISBN
978-1-4244-5108-1
Electronic_ISBN
978-1-60558-371-6
Type
conf
Filename
5211910
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