dc.contributor.author |
Asanjarani, Azam |
|
dc.contributor.author |
Nazarathy, Yoni |
|
dc.contributor.author |
Taylor, Peter |
|
dc.date.accessioned |
2021-06-09T01:44:27Z |
|
dc.date.available |
2021-06-09T01:44:27Z |
|
dc.date.issued |
2021-2-17 |
|
dc.identifier.citation |
Queueing Systems 97(1-2):39-80 17 Feb 2021 |
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dc.identifier.issn |
0257-0130 |
|
dc.identifier.uri |
https://hdl.handle.net/2292/55262 |
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dc.description.abstract |
We present a broad literature survey of parameter and state estimation for queueing systems. Our approach is based on various inference activities, queueing models, observations schemes, and statistical methods. We categorize these into branches of research that we call estimation paradigms. These include: the classical sampling approach, inverse problems, inference for non-interacting systems, inference with discrete sampling, inference with queueing fundamentals, queue inference engine problems, Bayesian approaches, online prediction, implicit models, and control, design, and uncertainty quantification. For each of these estimation paradigms, we outline the principles and ideas, while surveying key references. We also present various simple numerical experiments. In addition to some key references mentioned here, a periodically updated comprehensive list of references dealing with parameter and state estimation of queues will be kept in an accompanying annotated bibliography. |
|
dc.language |
en |
|
dc.publisher |
Springer Science and Business Media LLC |
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dc.relation.ispartofseries |
Queueing Systems |
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dc.rights |
Items in ResearchSpace are protected by copyright, with all rights reserved, unless otherwise indicated. Previously published items are made available in accordance with the copyright policy of the publisher. |
|
dc.rights.uri |
https://researchspace.auckland.ac.nz/docs/uoa-docs/rights.htm |
|
dc.rights.uri |
https://www.springer.com/gp/open-access/publication-policies/self-archiving-policy |
|
dc.subject |
Science & Technology |
|
dc.subject |
Technology |
|
dc.subject |
Computer Science, Interdisciplinary Applications |
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dc.subject |
Operations Research & Management Science |
|
dc.subject |
Computer Science |
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dc.subject |
Queueing inference |
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dc.subject |
Queueing parameter estimation |
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dc.subject |
Inverse problems |
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dc.subject |
Queue inference engine |
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dc.subject |
Queueing prediction |
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dc.subject |
stat.ME |
|
dc.subject |
stat.ME |
|
dc.subject |
math.PR |
|
dc.subject |
0102 Applied Mathematics |
|
dc.subject |
0103 Numerical and Computational Mathematics |
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dc.subject |
0104 Statistics |
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dc.title |
A survey of parameter and state estimation in queues |
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dc.type |
Journal article |
|
dc.identifier.doi |
10.1007/s11134-021-09688-w |
|
pubs.issue |
1-2 |
|
pubs.begin-page |
39 |
|
pubs.volume |
97 |
|
dc.date.updated |
2021-05-26T01:57:50Z |
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dc.rights.holder |
Copyright: The Author(s), under exclusive licence to Springer Science Business Media, LLC part of Springer Nature |
en |
pubs.author-url |
http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000618902400001&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=6e41486220adb198d0efde5a3b153e7d |
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pubs.end-page |
80 |
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pubs.publication-status |
Published |
|
dc.rights.accessrights |
http://purl.org/eprint/accessRights/OpenAccess |
en |
pubs.subtype |
Article |
|
pubs.subtype |
Journal |
|
pubs.elements-id |
798253 |
|
dc.identifier.eissn |
1572-9443 |
|