• DocumentCode
    3154202
  • Title

    Efficient range query processing on uncertain data

  • Author

    Knight, Andrew ; Yu, Qi ; Rege, Manjeet

  • Author_Institution
    Dept. of Comput. Sci., Rochester Inst. of Technol., New York, NY, USA
  • fYear
    2011
  • fDate
    3-5 Aug. 2011
  • Firstpage
    263
  • Lastpage
    268
  • Abstract
    Uncertain data has emerged as a key data type in many applications. New and efficient query processing techniques need to be developed due to the inherent complexity of this new type of data. In this paper, we investigate a special type of query, range queries, on uncertain data. We propose a threshold interval indexing structure that aims to balance different time consuming factors to achieve an optimal overall query performance. Experimental results are presented to justify the efficiency of the proposed query processing technique.
  • Keywords
    computational complexity; indexing; query processing; data type; inherent complexity; optimal overall query performance; query processing techniques; range query processing; threshold interval indexing structure; uncertain data; Indexing; Probability density function; Query processing; Slabs; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Reuse and Integration (IRI), 2011 IEEE International Conference on
  • Conference_Location
    Las Vegas, NV
  • Print_ISBN
    978-1-4577-0964-7
  • Electronic_ISBN
    978-1-4577-0965-4
  • Type

    conf

  • DOI
    10.1109/IRI.2011.6009557
  • Filename
    6009557