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 networks link in a digital traffic network. The notion of operating point comes from Effective Bandwidth (EB) theory. The results are valid for a wide range of traffic types. This means that the statistical characteristics of the traffic may be very general. We show that, given a good EB estimator, the operating point, i.e. the values of time and space (or multiplexing) parameters in which the EB gives the asymptotic overflow probability, can also be accurately estimated. Imposing some regularity conditions, a consistent estimator and confidence intervals of the operating point are developed. These conditions are very general, and they are met by commonly used estimators as the averaging estimator presented in [2] or the Markov Fluid model estimator presented in [10]. Using a software package developed by our workgroup that estimates the EB and other relevant parameters from tra±c traces, simulation results are compared with the analytical results, showing very good fitting. Keywords. Traffic modelling, traffic estimation, effective bandwidths, QoS, MPLS, operating point estimation.


Detalles Bibliográficos
2003
Traffic modelling
Traffic estimation
Effective bandwidths
QoS
MPLS
Operating point estimation
TELECOMUNICACIONES
Inglés
Universidad de la República
COLIBRI
https://hdl.handle.net/20.500.12008/21235
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 2019-07-03T16:36:08Z
dc.date.available.none.fl_str_mv 2019-07-03T16:36:08Z
dc.date.issued.es.fl_str_mv 2003
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 networks link in a digital traffic network. The notion of operating point comes from Effective Bandwidth (EB) theory. The results are valid for a wide range of traffic types. This means that the statistical characteristics of the traffic may be very general. We show that, given a good EB estimator, the operating point, i.e. the values of time and space (or multiplexing) parameters in which the EB gives the asymptotic overflow probability, can also be accurately estimated. Imposing some regularity conditions, a consistent estimator and confidence intervals of the operating point are developed. These conditions are very general, and they are met by commonly used estimators as the averaging estimator presented in [2] or the Markov Fluid model estimator presented in [10]. Using a software package developed by our workgroup that estimates the EB and other relevant parameters from tra±c traces, simulation results are compared with the analytical results, showing very good fitting. Keywords. Traffic modelling, traffic estimation, effective bandwidths, QoS, MPLS, operating point estimation.
dc.description.es.fl_txt_mv Trabajo presentado en CITEL2002, La Habana, Cuba, 2002
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] CITEL2002, La Habana, Cuba, 2002.
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12008/21235
dc.language.iso.none.fl_str_mv en
eng
dc.publisher.es.fl_str_mv UR. FING
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 Trabajo presentado en CITEL2002, La Habana, Cuba, 2002
eu_rights_str_mv openAccess
format article
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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] CITEL2002, La Habana, Cuba, 2002.
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
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publishDate 2003
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 2019-07-03T16:36:08Z2019-07-03T16:36:08Z200320190703Perera, 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] CITEL2002, La Habana, Cuba, 2002.https://hdl.handle.net/20.500.12008/21235Trabajo presentado en CITEL2002, La Habana, Cuba, 2002This work addresses the estimation and calculation of the operating point of a networks link in a digital traffic network. The notion of operating point comes from Effective Bandwidth (EB) theory. The results are valid for a wide range of traffic types. This means that the statistical characteristics of the traffic may be very general. We show that, given a good EB estimator, the operating point, i.e. the values of time and space (or multiplexing) parameters in which the EB gives the asymptotic overflow probability, can also be accurately estimated. Imposing some regularity conditions, a consistent estimator and confidence intervals of the operating point are developed. These conditions are very general, and they are met by commonly used estimators as the averaging estimator presented in [2] or the Markov Fluid model estimator presented in [10]. Using a software package developed by our workgroup that estimates the EB and other relevant parameters from tra±c traces, simulation results are compared with the analytical results, showing very good fitting. Keywords. Traffic modelling, traffic estimation, effective bandwidths, QoS, MPLS, operating point estimation.Made available in DSpace on 2019-07-03T16:36:08Z (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: 2003enengUR. FINGLas 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/20.500.12008/21235