Performance modelling of database contention using queueing petri nets

  • Authors:
  • David Coulden;Rasha Osman;William J. Knottenbelt

  • Affiliations:
  • Imperial College London, London, United Kingdom;Imperial College London, London, United Kingdom;Imperial College London, London, United Kingdom

  • Venue:
  • Proceedings of the 4th ACM/SPEC International Conference on Performance Engineering
  • Year:
  • 2013

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Abstract

Most performance evaluation studies of database systems are high level studies limited by the expressiveness of their modelling formalisms. In this paper, we illustrate the potential of Queueing Petri Nets as a successor of traditionally-adopted modelling formalisms in evaluating the complexities of database systems. This is demonstrated through the construction and analysis of a Queueing Petri Net model of table-level database locking. We show that this model predicts mean response times better than a corresponding Petri net model.