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

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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)
Subtitle of host publication[Proceedings]
PublisherInstitute of Electrical and Electronics Engineers Inc.
Number of pages5
ISBN (Electronic)9781728119410
ISBN (Print)9781728119427
DOIs
Publication statusPublished - 2019
Event16th International Conference on Service Systems and Service Management, ICSSSM 2019 - Shenzhen, China
Duration: 13 Jul 201915 Jul 2019

Conference

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

Bibliographical note

Publisher Copyright:
© 2019 IEEE.

Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.

Keywords

  • Gradient estimation
  • MLE
  • Queuing

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