A survey of logical models for OLAP databases

  • Authors:
  • Panos Vassiliadis;Timos Sellis

  • Affiliations:
  • National Technical University of Athens, Department of Electrical and Computer Engineering, Computer Science Division, Knowledge and Database Systems Laboratory, Zografou 15773, Athens, Greece;National Technical University of Athens, Department of Electrical and Computer Engineering, Computer Science Division, Knowledge and Database Systems Laboratory, Zografou 15773, Athens, Greece

  • Venue:
  • ACM SIGMOD Record
  • Year:
  • 1999

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Abstract

In this paper, we present different proposals for multidimensional data cubes, which are the basic logical model for OLAP applications. We have grouped the work in the field in two categories: commercial tools (presented along with terminology and standards) and academic efforts. We further divide the academic efforts in two subcategories: the relational model extensions and the cube-oriented approaches. Finally, we attempt a comparative analysis of the various efforts.