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Peer-to-Peer Query Processing over Multidimensional Data

By Akrivi Vlachou , Christos Doulkeridis , Kjetil Nørvåg , Yannis Kotidis

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Full Description

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  • ISBN13: 978-1-4614-2109-2
  • 96 Pages
  • Publication Date: April 13, 2012
  • Available eBook Formats: PDF
Full Description
Applications that require a high degree of distribution and loosely-coupled connectivity are ubiquitous in various domains, including scientific databases, bioinformatics, and multimedia retrieval. In all these applications, data is typically voluminous and multidimensional, and support for advanced query operators is required for effective querying and efficient processing. To address this challenge, we adopt a hybrid P2P architecture and propose novel indexing and query processing algorithms. We present a scalable framework that relies on data summaries that are distributed and maintained as multidimensional routing indices. Different types of data summaries enable efficient processing of a variety of advanced query operators.
Table of Contents

Table of Contents

  1. Introduction.
  2. Peer
  3. to
  4. Peer Systems.
  5. System Overview.
  6. Query Operators.
  7. Similarity Search in Metric Spaces.
  8. Subspace Skyline Queries.
  9. Top
  10. k queries.
  11. Summary.
  12. References.

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