Performance interpolation for computer simulation models: a simulation-based approach

  • Authors:
  • Darush Davani

  • Affiliations:
  • Department of Computer & Information Sciences, Towson State University, Towson, MD

  • Venue:
  • CSC '92 Proceedings of the 1992 ACM annual conference on Communications
  • Year:
  • 1992

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Abstract

This paper proposes a new approach for interpolation in order to obtain an efficient algorithm which will help to reduce the time and computational efforts for estimating system performance at multiple settings from a simulation run at only two or more parameter settings. The algorithm properties and the validity of the estimates were examined by applying it to a multi-component reliability model with a known analytic solution. When implementation of this algorithm becomes operational under a true multi-tasking system, it will provide helpful insights for realization of similar software on parallel computer systems.