Transient exponential-Erlang queues and steady-state simulation

Author:

Kelton W. David1

Affiliation:

1. Univ. of Michigan, Ann Arbor

Abstract

The transient probabilistic structure of M/E m /1 and E m /M/1 queues initialized in an arbitrary deterministic state is derived in discrete time. Computational algorithms for obtaining the required probabilities are provided, and their application in calculating a variety of system performance measures is illustrated. The results are used to investigate the question of initializing simulations of systems such as these to promote rapid convergence to steady state, if that is the object of the simulation. These results are consistent with earlier studies for transient queueing systems, such as the M/M/s, but allow greater flexibility in specification of interarrival or service-time models inherent in the Erlang distributions.

Publisher

Association for Computing Machinery (ACM)

Subject

General Computer Science

Reference23 articles.

1. Carson J.S. and Law A.M. Conservation equations and variance reduction in queueing simulations. Oper. Res. 28. (1980). 535-546. Carson J.S. and Law A.M. Conservation equations and variance reduction in queueing simulations. Oper. Res. 28. (1980). 535-546.

2. Use of Polya distributions in approximate solutions to nonstationary M/M/s queues

3. Evaluation of commonly used rules for detecting “steady state” in computer simulation

4. Control variable methods in the simulation of a multiprogrammed computer system;Gaver D.P.;Naval Res. Logist. Q.,1971

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