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Efficient Processing of Joins on Set-valued Attributes


Nikos Mamoulis

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Abstract

Object-oriented and object-relational DBMS support set- valued attributes, which are a natural and concise way to model complex information. However, there has been limited research to-date on the evaluation of query operators that apply on sets. In this paper we study the join of two relations on their set-valued attributes. Various join types are considered, namely the set containment, set equality, and set overlap joins. We show that the inverted file, a powerful index for selection queries, can also facilitate the efficient evaluation of most join predicates. We propose join algorithms that utilize inverted files and compare them with signature-based methods for several set-comparison predicates.

BIBTEX


@inproceedings       {DBLP:conf/sigmod/Mamoulis03,
  author    = {Nikos Mamoulis},
   booktitle = {SIGMOD Conference},
   title     = {Efficient Processing of Joins on Set-valued Attributes.},
   pages     = {157-168},
   year      = {2003},
   url       = {db/conf/sigmod/sigmod2003.html#Mamoulis03},
   ee        = {http://www.acm.org/sigmod/sigmod03/eproceedings/papers/r06p02.pdf},
   crossref  = {conf/sigmod/2003},
   bibsource = {DBLP, http://dblp.uni-trier.de} 
}



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