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
Link To Document :
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