Por favor, use este identificador para citar o enlazar este ítem:https://uvadoc.uva.es/handle/10324/52825
Título
Genetic algorithm for holistic VNF-mapping and virtual topology design
Autor
Año del Documento
2020
Editorial
IEEE Xplore
Descripción
Producción Científica
Documento Fuente
IEEE Access, 2020, vol. 8. p. 55893 - 55904
Abstract
Next generation of Internet of Things (IoT) services imposes stringent requirements to the future networks that current ones cannot fulfill. 5G is a technology born to give response to those requirements. However, the deployment of 5G is also accompanied by profound architectural changes in the network, including the introduction of technologies like multi-access edge computing (MEC), software defined networking (SDN), and network function virtualization (NFV). In particular, NFV poses diverse challenges like virtual network function (VNF) placement and chaining, also called VNF-mapping. In this paper, we present an algorithm that solves VNF-placement and chaining in a metro WDM optical network equipped with MEC resources. Therefore, it solves the VNF-mapping in conjunction with the virtual topology design of the underlying optical backhaul network. Moreover, a version of the method providing protection against node failures is also presented. A simulation study is presented to show the importance of designing the three problems jointly, in contrast to other proposals of the literature that do not take the design of the underlying network into consideration when solving that problem. Furthermore, this paper also shows the advantages of using collaboration between MEC nodes to solve the VNF-mapping problem and the advantage of using shared protection schemes. The new algorithm outperforms other proposals in terms of both service blocking ratio, and number of active CPUs (thus reducing energy consumption). Finally, the impact of deploying different physical topologies for the optical backhaul network is also presented.
Palabras Clave
Optical networks
Redes ópticas
ISSN
2169-3536
Revisión por pares
SI
Patrocinador
Ministerio de Economía, Industria y Competitividad (grant TEC2017-84423-C3-1-P)
Ministerio de Industria, Comercio y Turismo (grant BES 2015-074514)
Spanish Thematic Network (contract RED2018-102585-T)
INTERREG V-A España-Portugal (POCTEP) program (project 0677_DISRUPTIVE_2_E)
Ministerio de Industria, Comercio y Turismo (grant BES 2015-074514)
Spanish Thematic Network (contract RED2018-102585-T)
INTERREG V-A España-Portugal (POCTEP) program (project 0677_DISRUPTIVE_2_E)
Version del Editor
Propietario de los Derechos
© 2020 IEEE Xplore
Idioma
eng
Tipo de versión
info:eu-repo/semantics/publishedVersion
Derechos
openAccess
Collections
Files in this item
Except where otherwise noted, this item's license is described as Atribución 4.0 Internacional