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Towards interval-valued fuzzy approach to video streaming traffic classification

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dc.contributor.authorMaroƱas Monks, Eduardo
dc.contributor.authorMoura, Eduardo
dc.contributor.authorSchneider, Guilherme
dc.contributor.authorSantos, Helida
dc.contributor.authorYamin, Adenauer
dc.contributor.authorReiser, Renata
dc.contributor.departmentInstitute of Smart Cities - ISCen
dc.date.accessioned2023-03-16T11:52:19Z
dc.date.available2023-03-16T11:52:19Z
dc.date.issued2022
dc.date.updated2023-03-16T08:53:15Z
dc.description.abstractThis paper contributes to classifying video streaming traffic by exploring concepts of Interval-Valued Fuzzy Logic. This approach extends related works by considering the uncertainties generated by variations in network conditions and the parameter imprecision affecting the behavior of network flow, which increases the complexity to reach high accuracy in identifying the network traffic. Some evaluations using the interval-valued logic approach for video streaming traffic classification are presented using application tools and datasets to validate the proposal.en
dc.description.sponsorshipThis work was partially supported by CAPES, PQ/CNPq (309160/2019- 7), PqG/FAPERGS (21/2551-0002057-1) and FAPERGS/CNPq PRONEX (16/2551-0000488-9).en
dc.format.mimetypeapplication/pdfen
dc.identifier.citationMonks, E. M., Moura Paz De Moura, B., Schneider, G. B., Salles Santos, H., Yamin, A. C., & Hax Sander Reiser, R. (2022). Towards interval-valued fuzzy approach to video streaming traffic classification. 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8. https://doi.org/10.1109/FUZZ-IEEE55066.2022.9882788en
dc.identifier.doi10.1109/FUZZ-IEEE55066.2022.9882788
dc.identifier.isbn978-1-6654-6710-0
dc.identifier.urihttps://academica-e.unavarra.es/handle/2454/44921
dc.language.isoengen
dc.publisherIEEEen
dc.relation.ispartof2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) 1-8, ISBN 978-1-6654-6710-0en
dc.relation.publisherversionhttps://doi.org/10.1109/FUZZ-IEEE55066.2022.9882788
dc.rightsĀ© 2022 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other work.en
dc.rights.accessRightsinfo:eu-repo/semantics/openAccess
dc.subjectClassificationen
dc.subjectInterval-valued fuzzy logicen
dc.subjectVideo streamingen
dc.titleTowards interval-valued fuzzy approach to video streaming traffic classificationen
dc.typeinfo:eu-repo/semantics/conferenceObject
dc.type.versionVersiĆ³n aceptada / Onetsi den bertsioaes
dc.type.versioninfo:eu-repo/semantics/acceptedVersionen
dspace.entity.typePublication

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