Data-Driven Fitting of the M/G/1 Queue

Nanne Dieleman, Bernd Heidergott, Yijie Peng

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Abstract

In this paper we derive a MLE for waiting times in an G/G/1 queue. Numerical examples illustrate the application of our estimator to fitting a M/G/1 model to observed waiting times.

Original languageEnglish
Title of host publication2019 16th International Conference on Service Systems and Service Management, ICSSSM 2019
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781728119410
DOIs
Publication statusPublished - 31 Oct 2019
Event16th International Conference on Service Systems and Service Management, ICSSSM 2019 - Shenzhen, China
Duration: 13 Jul 201915 Jul 2019

Publication series

Name2019 16th International Conference on Service Systems and Service Management, ICSSSM 2019

Conference

Conference16th International Conference on Service Systems and Service Management, ICSSSM 2019
CountryChina
CityShenzhen
Period13/07/1915/07/19

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Keywords

  • Gradient estimation
  • MLE
  • Queuing

Cite this

Dieleman, N., Heidergott, B., & Peng, Y. (2019). Data-Driven Fitting of the M/G/1 Queue. In 2019 16th International Conference on Service Systems and Service Management, ICSSSM 2019 [8887609] (2019 16th International Conference on Service Systems and Service Management, ICSSSM 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICSSSM.2019.8887609