A Comparison of Methodologies for the Stationary Analysis of Data Gathered in the Simulation of Telecommunication Networks

  • Authors:
  • A. Francini;F. Neri

  • Affiliations:
  • -;-

  • Venue:
  • MASCOTS '96 Proceedings of the 4th International Workshop on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems
  • Year:
  • 1996

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Abstract

This paper compares methodologies proposed in the literature for the stationary analysis of simulation data, focusing on the Montecarlo simulation of telecommunication networks. We consider estimation rules for both the duration of the initial transient of the simulation experiment, when the simulation model reaches stationary, and for the accuracy, in terms of confidence level and confidence interval, of the performance figures that are usually computed as suitable averages on simulation data. These rules are compared on some simple simulation models. Two rules showing robustness against different models and different model configurations are selected.