Resource allocation and management techniques for network slicing in WiFi networks
Supervisor(es): Baliosian, Javier - Serrat, Joan - Gorricho, Juan-Luis
Resumen:
Network slicing has recently been proposed as one of the main enablers for 5G networks; it is bound to cope with the increasing and heterogeneous performance requirements of these systems. To “slice” a network is to partition a shared physical network into several self-contained logical pieces (slices) that can be tailored to offer different functional or performance requirements. Moreover, a key characteristic of the slicing paradigm is to provide resource isolation as well as an efficient use of resources. In this context, a slice is envisioned as an end-to-end virtual network which permits that the infrastructure operators lease their resources to service providers (tenants) through the dynamic, and on-demand, deployment of slices. Tenants may have complete control over the slice functions and resources, and employ them to satisfy their client’s demands. This paradigm, which changes the way networks have been traditionally managed, was initially proposed for the wired realm (core networks). More recently, several 5G actions from the scientific community and the industry have proposed solutions to integrate slicing to the Radio Access Networks (RANs). However, these works focus on general architectures and frameworks for the management and instantiation of network slices avoiding details on how the slices are implemented and enforced in the wireless devices. Even more, while some techniques for slice enforcement already exist, most of them concentrate on cellular technologies, ignoring WiFi networks. Despite of their growing relevance and ubiquity, there are not many works addressing the challenges that appear when trying to apply slicing techniques over WiFi networks. In this scenario, this thesis contributes to the problem of slicing WiFi networks by proposing a solution to enforce and control slices in WiFi Access Points. The focus of this work is on a particular and complex variant of network slicing called QoS Slicing, in which slices have specific performance requirements. The main thesis contributions are divided in three: (1) a detailed analysis of the network slicing problem in RANs in general and in WiFi in particular, as well as a study and definition of the QoS Slicing problem, (2) a resource allocation model and mechanism for Wifi devices, and (3) a QoS Slicing solution to enforce and control slices with performance requirements in WiFi Access Points.
2019 | |
Asignación de Recursos Calidad de Servicio Optimización Redes Inalámbricas WiFi |
|
Inglés | |
Universidad de la República | |
COLIBRI | |
https://hdl.handle.net/20.500.12008/27993 | |
Acceso abierto | |
Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0) |
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---|---|
author | Richart, Matías |
author_facet | Richart, Matías |
author_role | author |
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collection | COLIBRI |
dc.contributor.filiacion.none.fl_str_mv | Richart Matías, Universidad de la República (Uruguay). Facultad de Ingeniería |
dc.creator.advisor.none.fl_str_mv | Baliosian, Javier Serrat, Joan Gorricho, Juan-Luis |
dc.creator.none.fl_str_mv | Richart, Matías |
dc.date.accessioned.none.fl_str_mv | 2021-05-31T16:49:16Z |
dc.date.available.none.fl_str_mv | 2021-05-31T16:49:16Z |
dc.date.issued.none.fl_str_mv | 2019 |
dc.description.abstract.none.fl_txt_mv | Network slicing has recently been proposed as one of the main enablers for 5G networks; it is bound to cope with the increasing and heterogeneous performance requirements of these systems. To “slice” a network is to partition a shared physical network into several self-contained logical pieces (slices) that can be tailored to offer different functional or performance requirements. Moreover, a key characteristic of the slicing paradigm is to provide resource isolation as well as an efficient use of resources. In this context, a slice is envisioned as an end-to-end virtual network which permits that the infrastructure operators lease their resources to service providers (tenants) through the dynamic, and on-demand, deployment of slices. Tenants may have complete control over the slice functions and resources, and employ them to satisfy their client’s demands. This paradigm, which changes the way networks have been traditionally managed, was initially proposed for the wired realm (core networks). More recently, several 5G actions from the scientific community and the industry have proposed solutions to integrate slicing to the Radio Access Networks (RANs). However, these works focus on general architectures and frameworks for the management and instantiation of network slices avoiding details on how the slices are implemented and enforced in the wireless devices. Even more, while some techniques for slice enforcement already exist, most of them concentrate on cellular technologies, ignoring WiFi networks. Despite of their growing relevance and ubiquity, there are not many works addressing the challenges that appear when trying to apply slicing techniques over WiFi networks. In this scenario, this thesis contributes to the problem of slicing WiFi networks by proposing a solution to enforce and control slices in WiFi Access Points. The focus of this work is on a particular and complex variant of network slicing called QoS Slicing, in which slices have specific performance requirements. The main thesis contributions are divided in three: (1) a detailed analysis of the network slicing problem in RANs in general and in WiFi in particular, as well as a study and definition of the QoS Slicing problem, (2) a resource allocation model and mechanism for Wifi devices, and (3) a QoS Slicing solution to enforce and control slices with performance requirements in WiFi Access Points. |
dc.description.es.fl_txt_mv | Premio Primer Puesto otorgado por la Academia Nacional de Ingeniería. |
dc.format.extent.es.fl_str_mv | 176 p. |
dc.format.mimetype.es.fl_str_mv | application/pdf |
dc.identifier.citation.es.fl_str_mv | Richart, M. Resource allocation and management techniques for network slicing in WiFi networks [en línea]. Tesis de doctorado. Montevideo : Udelar. FI. INCO : PEDECIBA. Área Informática : UPC, 2019. |
dc.identifier.issn.none.fl_str_mv | 1688-2776 |
dc.identifier.other.none.fl_str_mv | Reporte Técnico 441 |
dc.identifier.uri.none.fl_str_mv | https://hdl.handle.net/20.500.12008/27993 |
dc.language.iso.none.fl_str_mv | en_US eng |
dc.publisher.es.fl_str_mv | Udelar.FI |
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 | Asignación de Recursos Calidad de Servicio Optimización Redes Inalámbricas WiFi |
dc.title.none.fl_str_mv | Resource allocation and management techniques for network slicing in WiFi networks |
dc.type.es.fl_str_mv | Tesis de doctorado |
dc.type.none.fl_str_mv | info:eu-repo/semantics/doctoralThesis |
dc.type.version.none.fl_str_mv | info:eu-repo/semantics/acceptedVersion |
description | Premio Primer Puesto otorgado por la Academia Nacional de Ingeniería. |
eu_rights_str_mv | openAccess |
format | doctoralThesis |
id | COLIBRI_17fff58d43cbcdbae46157e774f623ef |
identifier_str_mv | Richart, M. Resource allocation and management techniques for network slicing in WiFi networks [en línea]. Tesis de doctorado. Montevideo : Udelar. FI. INCO : PEDECIBA. Área Informática : UPC, 2019. 1688-2776 Reporte Técnico 441 |
instacron_str | Universidad de la República |
institution | Universidad de la República |
instname_str | Universidad de la República |
language | eng |
language_invalid_str_mv | en_US |
network_acronym_str | COLIBRI |
network_name_str | COLIBRI |
oai_identifier_str | oai:colibri.udelar.edu.uy:20.500.12008/27993 |
publishDate | 2019 |
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 | Richart Matías, Universidad de la República (Uruguay). Facultad de Ingeniería2021-05-31T16:49:16Z2021-05-31T16:49:16Z2019Richart, M. Resource allocation and management techniques for network slicing in WiFi networks [en línea]. Tesis de doctorado. Montevideo : Udelar. FI. INCO : PEDECIBA. Área Informática : UPC, 2019.1688-2776Reporte Técnico 441https://hdl.handle.net/20.500.12008/27993Premio Primer Puesto otorgado por la Academia Nacional de Ingeniería.Network slicing has recently been proposed as one of the main enablers for 5G networks; it is bound to cope with the increasing and heterogeneous performance requirements of these systems. To “slice” a network is to partition a shared physical network into several self-contained logical pieces (slices) that can be tailored to offer different functional or performance requirements. Moreover, a key characteristic of the slicing paradigm is to provide resource isolation as well as an efficient use of resources. In this context, a slice is envisioned as an end-to-end virtual network which permits that the infrastructure operators lease their resources to service providers (tenants) through the dynamic, and on-demand, deployment of slices. Tenants may have complete control over the slice functions and resources, and employ them to satisfy their client’s demands. This paradigm, which changes the way networks have been traditionally managed, was initially proposed for the wired realm (core networks). More recently, several 5G actions from the scientific community and the industry have proposed solutions to integrate slicing to the Radio Access Networks (RANs). However, these works focus on general architectures and frameworks for the management and instantiation of network slices avoiding details on how the slices are implemented and enforced in the wireless devices. Even more, while some techniques for slice enforcement already exist, most of them concentrate on cellular technologies, ignoring WiFi networks. Despite of their growing relevance and ubiquity, there are not many works addressing the challenges that appear when trying to apply slicing techniques over WiFi networks. In this scenario, this thesis contributes to the problem of slicing WiFi networks by proposing a solution to enforce and control slices in WiFi Access Points. The focus of this work is on a particular and complex variant of network slicing called QoS Slicing, in which slices have specific performance requirements. The main thesis contributions are divided in three: (1) a detailed analysis of the network slicing problem in RANs in general and in WiFi in particular, as well as a study and definition of the QoS Slicing problem, (2) a resource allocation model and mechanism for Wifi devices, and (3) a QoS Slicing solution to enforce and control slices with performance requirements in WiFi Access Points.Submitted by Cabrera Gabriela (gfcabrerarossi@gmail.com) on 2021-05-31T13:51:31Z No. of bitstreams: 2 license_rdf: 23149 bytes, checksum: 1996b8461bc290aef6a27d78c67b6b52 (MD5) RIC19.pdf: 4265685 bytes, checksum: 3e055b5bc87b6fb4d9711b44aaa62dff (MD5)Approved for entry into archive by Machado Jimena (jmachado@fing.edu.uy) on 2021-05-31T16:48:16Z (GMT) No. of bitstreams: 2 license_rdf: 23149 bytes, checksum: 1996b8461bc290aef6a27d78c67b6b52 (MD5) RIC19.pdf: 4265685 bytes, checksum: 3e055b5bc87b6fb4d9711b44aaa62dff (MD5)Made available in DSpace by Luna Fabiana (fabiana.luna@seciu.edu.uy) on 2021-05-31T16:49:16Z (GMT). No. of bitstreams: 2 license_rdf: 23149 bytes, checksum: 1996b8461bc290aef6a27d78c67b6b52 (MD5) RIC19.pdf: 4265685 bytes, checksum: 3e055b5bc87b6fb4d9711b44aaa62dff (MD5) Previous issue date: 2019176 p.application/pdfen_USengUdelar.FILas 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)Asignación de RecursosCalidad de ServicioOptimizaciónRedes InalámbricasWiFiResource allocation and management techniques for network slicing in WiFi networksTesis de doctoradoinfo:eu-repo/semantics/doctoralThesisinfo:eu-repo/semantics/acceptedVersionreponame:COLIBRIinstname:Universidad de la Repúblicainstacron:Universidad de la RepúblicaRichart, MatíasBaliosian, JavierSerrat, JoanGorricho, Juan-LuisUniversidad de la República (Uruguay). 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- Universidad de la Repúblicafalse |
spellingShingle | Resource allocation and management techniques for network slicing in WiFi networks Richart, Matías Asignación de Recursos Calidad de Servicio Optimización Redes Inalámbricas WiFi |
status_str | acceptedVersion |
title | Resource allocation and management techniques for network slicing in WiFi networks |
title_full | Resource allocation and management techniques for network slicing in WiFi networks |
title_fullStr | Resource allocation and management techniques for network slicing in WiFi networks |
title_full_unstemmed | Resource allocation and management techniques for network slicing in WiFi networks |
title_short | Resource allocation and management techniques for network slicing in WiFi networks |
title_sort | Resource allocation and management techniques for network slicing in WiFi networks |
topic | Asignación de Recursos Calidad de Servicio Optimización Redes Inalámbricas WiFi |
url | https://hdl.handle.net/20.500.12008/27993 |