The search for QoS in data networks : A statistical approach
Resumen:
New Internet services like video on-demand, high definition IPTV, high definition video conferences and some real time applications have strong QoS requirements regarding losses, delay, jitter, etc. This work addresses the challenge of guaranteeing quality of service (QoS) in the Internet from a statistical point of view. Three lines of work are proposed. The first one is about the estimation of the QoS parameters from traffic traces (in the context of large deviation theory and effective bandwidth). The second one, address the admission control problem from results of the many sources and small buffer asymptotic. Finally, the third line focuses on the estimation of QoS parameters seen by an application based on end-to-end active measurements and statistical learning tools
| 2011 | |
|
Large deviations Statistical learning Admission control ac- tive measurements Quality of service Telecomunicaciones |
|
| Inglés | |
| Universidad de la República | |
| COLIBRI | |
| https://hdl.handle.net/20.500.12008/41177 | |
| Acceso abierto | |
| Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0) |
| _version_ | 1807522938357809152 |
|---|---|
| author | Belzarena, Pablo |
| author2 | Simon, María |
| author2_role | author |
| author_facet | Belzarena, Pablo Simon, María |
| author_role | author |
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| collection | COLIBRI |
| dc.creator.none.fl_str_mv | Belzarena, Pablo Simon, María |
| dc.date.accessioned.none.fl_str_mv | 2023-11-14T17:04:40Z |
| dc.date.available.none.fl_str_mv | 2023-11-14T17:04:40Z |
| dc.date.issued.es.fl_str_mv | 2011 |
| dc.date.submitted.es.fl_str_mv | 20231114 |
| dc.description.abstract.none.fl_txt_mv | New Internet services like video on-demand, high definition IPTV, high definition video conferences and some real time applications have strong QoS requirements regarding losses, delay, jitter, etc. This work addresses the challenge of guaranteeing quality of service (QoS) in the Internet from a statistical point of view. Three lines of work are proposed. The first one is about the estimation of the QoS parameters from traffic traces (in the context of large deviation theory and effective bandwidth). The second one, address the admission control problem from results of the many sources and small buffer asymptotic. Finally, the third line focuses on the estimation of QoS parameters seen by an application based on end-to-end active measurements and statistical learning tools |
| dc.identifier.citation.es.fl_str_mv | Belzarena, P., Simon, M. "The search for QoS in data networks: a statistical approach". Publicado en: Kouvatsos, D.D. (eds) Network Performance Engineering. Lecture Notes in Computer Science, vol 5233. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-02742-0_38 |
| dc.identifier.uri.none.fl_str_mv | https://hdl.handle.net/20.500.12008/41177 |
| dc.language.iso.none.fl_str_mv | en eng |
| dc.rights.license.none.fl_str_mv | Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0) |
| 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 | Large deviations Statistical learning Admission control ac- tive measurements Quality of service |
| dc.subject.other.es.fl_str_mv | Telecomunicaciones |
| dc.title.none.fl_str_mv | The search for QoS in data networks : A statistical approach |
| dc.type.es.fl_str_mv | Capítulo de libro |
| dc.type.none.fl_str_mv | info:eu-repo/semantics/bookPart |
| dc.type.version.none.fl_str_mv | info:eu-repo/semantics/publishedVersion |
| description | New Internet services like video on-demand, high definition IPTV, high definition video conferences and some real time applications have strong QoS requirements regarding losses, delay, jitter, etc. This work addresses the challenge of guaranteeing quality of service (QoS) in the Internet from a statistical point of view. Three lines of work are proposed. The first one is about the estimation of the QoS parameters from traffic traces (in the context of large deviation theory and effective bandwidth). The second one, address the admission control problem from results of the many sources and small buffer asymptotic. Finally, the third line focuses on the estimation of QoS parameters seen by an application based on end-to-end active measurements and statistical learning tools |
| eu_rights_str_mv | openAccess |
| format | bookPart |
| id | COLIBRI_8ea3e851abba2a5e7efc4ba0089184d8 |
| identifier_str_mv | Belzarena, P., Simon, M. "The search for QoS in data networks: a statistical approach". Publicado en: Kouvatsos, D.D. (eds) Network Performance Engineering. Lecture Notes in Computer Science, vol 5233. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-02742-0_38 |
| 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 |
| oai_identifier_str | oai:colibri.udelar.edu.uy:20.500.12008/41177 |
| publishDate | 2011 |
| 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 4.0) |
| spelling | 2023-11-14T17:04:40Z2023-11-14T17:04:40Z201120231114Belzarena, P., Simon, M. "The search for QoS in data networks: a statistical approach". Publicado en: Kouvatsos, D.D. (eds) Network Performance Engineering. Lecture Notes in Computer Science, vol 5233. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-02742-0_38https://hdl.handle.net/20.500.12008/41177New Internet services like video on-demand, high definition IPTV, high definition video conferences and some real time applications have strong QoS requirements regarding losses, delay, jitter, etc. This work addresses the challenge of guaranteeing quality of service (QoS) in the Internet from a statistical point of view. Three lines of work are proposed. The first one is about the estimation of the QoS parameters from traffic traces (in the context of large deviation theory and effective bandwidth). The second one, address the admission control problem from results of the many sources and small buffer asymptotic. Finally, the third line focuses on the estimation of QoS parameters seen by an application based on end-to-end active measurements and statistical learning toolsMade available in DSpace on 2023-11-14T17:04:40Z (GMT). No. of bitstreams: 5 BS11.pdf: 423302 bytes, checksum: 4eb002e11874ddef65d0a4774601b377 (MD5) license_text: 21936 bytes, checksum: 9833653f73f7853880c94a6fead477b1 (MD5) license_url: 49 bytes, checksum: 4afdbb8c545fd630ea7db775da747b2f (MD5) license_rdf: 23148 bytes, checksum: 9da0b6dfac957114c6a7714714b86306 (MD5) license.txt: 4194 bytes, checksum: 7f2e2c17ef6585de66da58d1bfa8b5e1 (MD5) Previous issue date: 2011enengLas 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 4.0)Large deviationsStatistical learningAdmission controlac- tive measurementsQuality of serviceTelecomunicacionesThe search for QoS in data networks : A statistical approachCapítulo de libroinfo:eu-repo/semantics/bookPartinfo:eu-repo/semantics/publishedVersionreponame:COLIBRIinstname:Universidad de la Repúblicainstacron:Universidad de la RepúblicaBelzarena, PabloSimon, MaríaTelecomunicacionesAnálisis de Redes, Tráfico y Estadísticas de 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- Universidad de la Repúblicafalse |
| spellingShingle | The search for QoS in data networks : A statistical approach Belzarena, Pablo Large deviations Statistical learning Admission control ac- tive measurements Quality of service Telecomunicaciones |
| status_str | publishedVersion |
| title | The search for QoS in data networks : A statistical approach |
| title_full | The search for QoS in data networks : A statistical approach |
| title_fullStr | The search for QoS in data networks : A statistical approach |
| title_full_unstemmed | The search for QoS in data networks : A statistical approach |
| title_short | The search for QoS in data networks : A statistical approach |
| title_sort | The search for QoS in data networks : A statistical approach |
| topic | Large deviations Statistical learning Admission control ac- tive measurements Quality of service Telecomunicaciones |
| url | https://hdl.handle.net/20.500.12008/41177 |
