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

Nanne Dieleman; Bernd Heidergott; Yijie Peng

doi:10.1109/ICSSSM.2019.8887609

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

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

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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 language	English
Title of host publication	2019 16th International Conference on Service Systems and Service Management (ICSSSM)
Subtitle of host publication	[Proceedings]
Publisher	Institute of Electrical and Electronics Engineers Inc.
Number of pages	5
ISBN (Electronic)	9781728119410
ISBN (Print)	9781728119427
DOIs	https://doi.org/10.1109/ICSSSM.2019.8887609
Publication status	Published - 2019
Event	16th International Conference on Service Systems and Service Management, ICSSSM 2019 - Shenzhen, China Duration: 13 Jul 2019 → 15 Jul 2019

Conference

Conference	16th International Conference on Service Systems and Service Management, ICSSSM 2019
Country/Territory	China
City	Shenzhen
Period	13/07/19 → 15/07/19

Bibliographical note

Publisher Copyright:
© 2019 IEEE.

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

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 6 Clean Water and Sanitation

Keywords

Gradient estimation
MLE
Queuing

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10.1109/ICSSSM.2019.8887609

Data-Driven Fitting of the M,G,1 QueueAccepted author manuscript, 346 KBLicence: Article 25fa Dutch Copyright Act

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@inproceedings{c1d33cfedd6d4f089bc0122c59da830c,

title = "Data-Driven Fitting of the M/G/1 Queue",

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.",

keywords = "Gradient estimation, MLE, Queuing",

author = "Nanne Dieleman and Bernd Heidergott and Yijie Peng",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE. Copyright: Copyright 2020 Elsevier B.V., All rights reserved.; 16th International Conference on Service Systems and Service Management, ICSSSM 2019 ; Conference date: 13-07-2019 Through 15-07-2019",

year = "2019",

doi = "10.1109/ICSSSM.2019.8887609",

language = "English",

isbn = "9781728119427",

booktitle = "2019 16th International Conference on Service Systems and Service Management (ICSSSM)",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

address = "United States",

}

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): [Proceedings]., 8887609, Institute of Electrical and Electronics Engineers Inc., 16th International Conference on Service Systems and Service Management, ICSSSM 2019, Shenzhen, China, 13/07/19. https://doi.org/10.1109/ICSSSM.2019.8887609

Data-Driven Fitting of the M/G/1 Queue. / Dieleman, Nanne ; Heidergott, Bernd; Peng, Yijie.
2019 16th International Conference on Service Systems and Service Management (ICSSSM): [Proceedings]. Institute of Electrical and Electronics Engineers Inc., 2019. 8887609.

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - Data-Driven Fitting of the M/G/1 Queue

AU - Dieleman, Nanne

AU - Heidergott, Bernd

AU - Peng, Yijie

PY - 2019

Y1 - 2019

N2 - 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.

AB - 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.

KW - Gradient estimation

KW - MLE

KW - Queuing

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UR - https://www.scopus.com/pages/publications/85074895208#tab=citedBy

U2 - 10.1109/ICSSSM.2019.8887609

DO - 10.1109/ICSSSM.2019.8887609

M3 - Conference contribution

AN - SCOPUS:85074895208

SN - 9781728119427

BT - 2019 16th International Conference on Service Systems and Service Management (ICSSSM)

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 16th International Conference on Service Systems and Service Management, ICSSSM 2019

Y2 - 13 July 2019 through 15 July 2019

ER -

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

Abstract

Conference

Bibliographical note

UN SDGs

Keywords

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