• DocumentCode
    1573947
  • Title

    An efficient filtering technique for super-graph query processing

  • Author

    Saber, Mohamed ; Aref, Mostafa ; Gharib, Tarek F.

  • Author_Institution
    Ain-Shams Univ., Cairo, Egypt
  • fYear
    2010
  • Firstpage
    174
  • Lastpage
    181
  • Abstract
    Recently, a lot of applications depend on data modeled by graphs. Efficient query processing over graph databases serves these applications. Having a graph query q, super-graph query processing finds all the graphs g in a database of graphs D where g is contained in q (gsubeq). Because graph databases contain a lot of graphs and because sub-graph isomorphic tests are NP-complete, an indexing-based technique should be adopted. In this paper we propose an efficient technique for processing supergraph queries. The technique consists of an index called eIndex and a query processing algorithm. Given a query graph, the database is filtered to generate candidate graphs. While filtering, the proposed technique takes into consideration the full structure of the database graphs besides considering the frequent fragments. Through polynomial time algorithms, the proposed technique reduces the subgraph isomorphism tests required for query processing and hence the total processing time is reduced. The results show that building eIndex takes much less time and space than other methods.
  • Keywords
    data handling; graph theory; optimisation; query processing; NP-complete; efficient filtering; efficient query processing algorithm; graph database; indexing-based technique; polynomial time algorithm; subgraph isomorphism test; super graph query processing; Approximation algorithms; Data models; Feature extraction; Filtering; Query processing; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Information Management (ICDIM), 2010 Fifth International Conference on
  • Conference_Location
    Thunder Bay, ON
  • Print_ISBN
    978-1-4244-7572-8
  • Type

    conf

  • DOI
    10.1109/ICDIM.2010.5664712
  • Filename
    5664712