• 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