Optimal design and performance modelling of M/G/1/K queueing systems

  • Authors:
  • J Macgregor Smith

  • Affiliations:
  • Department of Mechanical and Industrial Engineering University of Massachusetts Amherst, MA 01003, U.S.A.

  • Venue:
  • Mathematical and Computer Modelling: An International Journal
  • Year:
  • 2004

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Abstract

Approximating the performance measures of M/G/1/K systems is a difficult, challenging, and important problem for applications in science and engineering. An approach based on a two-moment approximation of the process is presented and is contrasted with an embedded Markov chain approach, Gelenbe's approach, simulation, and finally, the statistics of M/M/1/K systems. The closed form expressions for the different performance measures should be very handy. The use of the approximation in the performance modelling and design of M/G/1/K systems is also explored in order to demonstrate the practical usefulness of the concepts contained within the paper.