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Data modelling for the evaluation of virtualized network functions resource allocation algorithms

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dc.contributor.author Rankothge, Windhya
dc.contributor.author Le, Franck
dc.contributor.author Russo, Alessandra
dc.contributor.author Lobo, Jorge
dc.date.accessioned 2018-04-30T09:36:27Z
dc.date.available 2018-04-30T09:36:27Z
dc.date.issued 2017
dc.identifier.citation Rankothge W, Le F, Russo A, Lobo J. Data modelling for the evaluation of virtualized network functions resource allocation algorithms. 2017. 4 p.
dc.identifier.uri http://hdl.handle.net/10230/34517
dc.description.abstract To conduct a more realistic evaluations on resource allocation algorithms for Virtualized Network Functions (VNFs), researches need data on: (1) potential Network Functions (NFs) chains (policies), (2) traffic flows passing through these NFs chains, (3) how the dynamic traffic changes affect the NFs (scale out/in) and (4) different data center architectures for the cloud infrastructure. However, there are no publicly available real data sets on NF chains and traffic that pass through NF chains. Therefore, we have used data from previous empirical analyses [1], [2] and made some assumptions to derive the required data to evaluate resource allocation algorithms for VNFs. We developed four programs to model the gathered data and generate the required data. All gathered data and data modelling programs are publicly available at [3]. We have used these data for our work in [4] and [5].
dc.description.sponsorship This research was sponsored by the U.S. Army Research Laboratory and the U.K. Ministry of Defence and was accomplished under Agreement Number W911NF-06-3-0001. Also this work is supported by the Maria de Maeztu Units of Excellence Programme (MDM-2015-0502).
dc.format.mimetype application/pdf
dc.language.iso eng
dc.relation Publicació relacionada: Rankothge W, Ma J, Le F, Russo A, Lobo J. Experimental results on the use of genetic algorithms for scaling virtualized network functions. In: 2015 IEEE Conference on Virtualization and Software Defined Network (NFV-SDN); 2015 Nov 18-21; San Francisco, CA. IEEE; 2015. p. 47-53. DOI 10.1109/NFV-SDN.2015.7387405 http://hdl.handle.net/10230/26036
dc.relation http://hdl.handle.net/10230/26036
dc.relation.uri http://arxiv.org/abs/1702.00369
dc.rights Obra amb llicència Creative Commons Reconeixement-NoComercial 3.0 Espanya (CC BY-NC 3.0 ES).
dc.rights.uri http://creativecommons.org/licenses/by-nc/3.0/es/
dc.subject.other Ordinadors, Xarxes d'
dc.title Data modelling for the evaluation of virtualized network functions resource allocation algorithms
dc.type info:eu-repo/semantics/workingPaper
dc.rights.accessRights info:eu-repo/semantics/openAccess
dc.type.version info:eu-repo/semantics/publishedVersion


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