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Simulation for passage times in closed, multiclass networks of queues with unrestricted priorities
Authors:Gerald S Shedler  Jonathan Southard
Affiliation:

IBM Research Laboratory, San Jose, CA 95193, USA

Abstract:Regenerative simulation for passage times in networks of queues with priorities among job classes (and one or more job types) can be based on observation of a fully augmented job stack process which maintains the position of each of the jobs in a linear ‘job stack’, an enumeration of the jobs by service center and job class. In this paper we develop an estimation procedure for passage times through a subnetwork of queues. Observed passage times for all the jobs enter into the construction of point and interval estimates. The confidence intervals obtained using this estimation procedure are shorter than those obtained from simulation using a marked job.
Keywords:Networks of Queues  Passage Times  Regenerative Simulation  Statistical Analysis of Simulation Output
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