Quality of service parameters and link operation point estimation based on effective bandwidth

Perera, Gonzalo - Ferragut, Andres - Bermolen, Paola - Belzarena, Pablo - Aspirot, Laura - Simon, María

Resumen:

This work addresses the estimation and calculation of the operating point of a network's link in a digital traffic network. The notion of operating point comes from effective bandwidth (EB) theory. The results shown are valid for a wide range of traffic types. We show that, given a good EB estimator, the operating point, i.e. the values of time and space parameters in which the EB is related with the asymptotic overflow probability, can also be accurately estimated. This means that the operating point (and other parameters) inherits the statistical properties of the EB estimation. This affirmation is not an obvious one, because operating point parameters are related with the EB through an implicit function involving extremal conditions computations. Imposing some regularity conditions, a consistent estimator and confidence regions for the operating point and Quality of Service parameters are developed. These conditions are very general, and they are met by commonly used estimators as the averaging estimator presented in [C. Courcoubetis, R. Weber, Buffer overflow asymptotics for a switch handling many traffic sources, J. Appl. Probability 33 (1996)] or the Markov Fluid model estimator presented in [J. Pechiar, G. Perera, M. Simon, Effective bandwidth estimation and testing for Markov sources, Perform. Eval. 48 (2002) 157-175]. Using a software package developed by our group that estimates the EB and other relevant parameters from traffic traces, simulation results are compared with the analytical results, showing very good fitting.


Detalles Bibliográficos
2005
Traffic modelling
Traffic estimation
Effective bandwidths
QoS
MPLS
Operating point estimation
TELECOMUNICACIONES
Inglés
Universidad de la República
COLIBRI
https://hdl.handle.net/20.500.12008/21153
Acceso abierto
Licencia Creative Commons Atribución – No Comercial – Sin Derivadas (CC - By-NC-ND)
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author Perera, Gonzalo
author2 Ferragut, Andres
Bermolen, Paola
Belzarena, Pablo
Aspirot, Laura
Simon, María
author2_role author
author
author
author
author
author_facet Perera, Gonzalo
Ferragut, Andres
Bermolen, Paola
Belzarena, Pablo
Aspirot, Laura
Simon, María
author_role author
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collection COLIBRI
dc.creator.none.fl_str_mv Perera, Gonzalo
Ferragut, Andres
Bermolen, Paola
Belzarena, Pablo
Aspirot, Laura
Simon, María
dc.date.accessioned.none.fl_str_mv 2019-07-03T16:35:45Z
dc.date.available.none.fl_str_mv 2019-07-03T16:35:45Z
dc.date.issued.es.fl_str_mv 2005
dc.date.submitted.es.fl_str_mv 20190703
dc.description.abstract.none.fl_txt_mv This work addresses the estimation and calculation of the operating point of a network's link in a digital traffic network. The notion of operating point comes from effective bandwidth (EB) theory. The results shown are valid for a wide range of traffic types. We show that, given a good EB estimator, the operating point, i.e. the values of time and space parameters in which the EB is related with the asymptotic overflow probability, can also be accurately estimated. This means that the operating point (and other parameters) inherits the statistical properties of the EB estimation. This affirmation is not an obvious one, because operating point parameters are related with the EB through an implicit function involving extremal conditions computations. Imposing some regularity conditions, a consistent estimator and confidence regions for the operating point and Quality of Service parameters are developed. These conditions are very general, and they are met by commonly used estimators as the averaging estimator presented in [C. Courcoubetis, R. Weber, Buffer overflow asymptotics for a switch handling many traffic sources, J. Appl. Probability 33 (1996)] or the Markov Fluid model estimator presented in [J. Pechiar, G. Perera, M. Simon, Effective bandwidth estimation and testing for Markov sources, Perform. Eval. 48 (2002) 157-175]. Using a software package developed by our group that estimates the EB and other relevant parameters from traffic traces, simulation results are compared with the analytical results, showing very good fitting.
dc.description.es.fl_txt_mv Postprint
dc.identifier.citation.es.fl_str_mv Perera, G., Ferragut, A., Bermolen, P, Belzarena, P, Aspirot, L, Simon, M. Quality of service parameters and link operation point estimation based on effective bandwidth [en línea] Performance Evaluation, 2004, v.59, no. 2-3. https://doi.org/10.1016/j.peva.2004.07.006
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12008/21153
dc.language.iso.none.fl_str_mv en
eng
dc.publisher.es.fl_str_mv Elsevier
dc.rights.license.none.fl_str_mv Licencia Creative Commons Atribución – No Comercial – Sin Derivadas (CC - By-NC-ND)
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
dc.source.none.fl_str_mv reponame:COLIBRI
instname:Universidad de la República
instacron:Universidad de la República
dc.subject.es.fl_str_mv Traffic modelling
Traffic estimation
Effective bandwidths
QoS
MPLS
Operating point estimation
dc.subject.other.es.fl_str_mv TELECOMUNICACIONES
dc.title.none.fl_str_mv Quality of service parameters and link operation point estimation based on effective bandwidth
dc.type.es.fl_str_mv Artículo
dc.type.none.fl_str_mv info:eu-repo/semantics/article
dc.type.version.none.fl_str_mv info:eu-repo/semantics/publishedVersion
description Postprint
eu_rights_str_mv openAccess
format article
id COLIBRI_867ddbbe944a28e71ff103c29d00aede
identifier_str_mv Perera, G., Ferragut, A., Bermolen, P, Belzarena, P, Aspirot, L, Simon, M. Quality of service parameters and link operation point estimation based on effective bandwidth [en línea] Performance Evaluation, 2004, v.59, no. 2-3. https://doi.org/10.1016/j.peva.2004.07.006
instacron_str Universidad de la República
institution Universidad de la República
instname_str Universidad de la República
language eng
language_invalid_str_mv en
network_acronym_str COLIBRI
network_name_str COLIBRI
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publishDate 2005
reponame_str COLIBRI
repository.mail.fl_str_mv mabel.seroubian@seciu.edu.uy
repository.name.fl_str_mv COLIBRI - Universidad de la República
repository_id_str 4771
rights_invalid_str_mv Licencia Creative Commons Atribución – No Comercial – Sin Derivadas (CC - By-NC-ND)
spelling 2019-07-03T16:35:45Z2019-07-03T16:35:45Z200520190703Perera, G., Ferragut, A., Bermolen, P, Belzarena, P, Aspirot, L, Simon, M. Quality of service parameters and link operation point estimation based on effective bandwidth [en línea] Performance Evaluation, 2004, v.59, no. 2-3. https://doi.org/10.1016/j.peva.2004.07.006https://hdl.handle.net/20.500.12008/21153PostprintThis work addresses the estimation and calculation of the operating point of a network's link in a digital traffic network. The notion of operating point comes from effective bandwidth (EB) theory. The results shown are valid for a wide range of traffic types. We show that, given a good EB estimator, the operating point, i.e. the values of time and space parameters in which the EB is related with the asymptotic overflow probability, can also be accurately estimated. This means that the operating point (and other parameters) inherits the statistical properties of the EB estimation. This affirmation is not an obvious one, because operating point parameters are related with the EB through an implicit function involving extremal conditions computations. Imposing some regularity conditions, a consistent estimator and confidence regions for the operating point and Quality of Service parameters are developed. These conditions are very general, and they are met by commonly used estimators as the averaging estimator presented in [C. Courcoubetis, R. Weber, Buffer overflow asymptotics for a switch handling many traffic sources, J. Appl. Probability 33 (1996)] or the Markov Fluid model estimator presented in [J. Pechiar, G. Perera, M. Simon, Effective bandwidth estimation and testing for Markov sources, Perform. Eval. 48 (2002) 157-175]. Using a software package developed by our group that estimates the EB and other relevant parameters from traffic traces, simulation results are compared with the analytical results, showing very good fitting.Made available in DSpace on 2019-07-03T16:35:45Z (GMT). No. of bitstreams: 5 ABBPS05.pdf: 476453 bytes, checksum: 2c2fadb0a2ec9b3e3e320c59ef0e08fb (MD5) license_text: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5) license_url: 49 bytes, checksum: 4afdbb8c545fd630ea7db775da747b2f (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5) license.txt: 4267 bytes, checksum: 6429389a7df7277b72b7924fdc7d47a9 (MD5) Previous issue date: 2005enengElsevierLas obras depositadas en el Repositorio se rigen por la Ordenanza de los Derechos de la Propiedad Intelectual de la Universidad De La República. (Res. Nº 91 de C.D.C. de 8/III/1994 – D.O. 7/IV/1994) y por la Ordenanza del Repositorio Abierto de la Universidad de la República (Res. Nº 16 de C.D.C. de 07/10/2014)info:eu-repo/semantics/openAccessLicencia Creative Commons Atribución – No Comercial – Sin Derivadas (CC - By-NC-ND)Traffic modellingTraffic estimationEffective bandwidthsQoSMPLSOperating point estimationTELECOMUNICACIONESQuality of service parameters and link operation point estimation based on effective bandwidthArtículoinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionreponame:COLIBRIinstname:Universidad de la Repúblicainstacron:Universidad de la RepúblicaPerera, GonzaloFerragut, AndresBermolen, PaolaBelzarena, PabloAspirot, LauraSimon, MaríaTelecomunicacionesAnálisis de Redes, Tráfico y Estadísticas de 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- Universidad de la Repúblicafalse
spellingShingle Quality of service parameters and link operation point estimation based on effective bandwidth
Perera, Gonzalo
Traffic modelling
Traffic estimation
Effective bandwidths
QoS
MPLS
Operating point estimation
TELECOMUNICACIONES
status_str publishedVersion
title Quality of service parameters and link operation point estimation based on effective bandwidth
title_full Quality of service parameters and link operation point estimation based on effective bandwidth
title_fullStr Quality of service parameters and link operation point estimation based on effective bandwidth
title_full_unstemmed Quality of service parameters and link operation point estimation based on effective bandwidth
title_short Quality of service parameters and link operation point estimation based on effective bandwidth
title_sort Quality of service parameters and link operation point estimation based on effective bandwidth
topic Traffic modelling
Traffic estimation
Effective bandwidths
QoS
MPLS
Operating point estimation
TELECOMUNICACIONES
url https://hdl.handle.net/20.500.12008/21153