Cost-Driven General Join View Maintenance over Distributed Data Sources

  • Authors:
  • Bin Liu;Elke A. Rundensteiner

  • Affiliations:
  • Worcester Polytechnic Institute;Worcester Polytechnic Institute

  • Venue:
  • ICDE '05 Proceedings of the 21st International Conference on Data Engineering
  • Year:
  • 2005

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Abstract

Maintainingmaterialized views that have join conditions between arbitrary pairs of data sources possibly with cycles is critical for many applications. In this work, we model view maintenance as the process of answering a set of inter-related distributed multi-join queries. We illustrate two strategies for maintaining as well as optimizing such general join views. We propose a cost-driven view maintenance framework which generates optimized maintenance plans tuned to a given environmental settings. This framework can significantly improve view maintenance performance especially in a distributed environment.