Resource allocation and management techniques for network slicing in WiFi networks

Richart, Matías

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.


Detalles Bibliográficos
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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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
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eu_rights_str_mv openAccess
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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
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instacron_str Universidad de la República
institution Universidad de la República
instname_str Universidad de la República
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network_acronym_str COLIBRI
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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