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Network simulation in a TCP-enabled industrial internet of things environment - reproducibility issues for performance evaluation

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dc.contributor.authorMorató Osés, Daniel
dc.contributor.authorPérez-Gómara, Carlos
dc.contributor.authorMagaña Lizarrondo, Eduardo
dc.contributor.authorIzal Azcárate, Mikel
dc.contributor.departmentIngeniaritza Elektrikoa, Elektronikoaren eta Telekomunikazio Ingeniaritzareneu
dc.contributor.departmentInstitute of Smart Cities - ISCen
dc.contributor.departmentIngeniería Eléctrica, Electrónica y de Comunicaciónes_ES
dc.date.accessioned2022-02-04T12:25:05Z
dc.date.available2022-02-04T12:25:05Z
dc.date.issued2022
dc.description.abstractNetwork simulation is a tool used to analyse and predict the performance of Industrial Internet of Things deployments while dealing with the complexity of real testbeds. Large network deployments with complex protocols such as Transmission Control Protocol are subject to chaos-theory behaviour, i.e. small changes in the implementation of the protocol stack or simulator behaviour may result in large differences in the performance results. We present the results of simulating two different scenarios using three simulators. The first scenario focuses on the Incast phenomenon in a local area network where sensor data are collected. The second scenario focuses on a congested link traversed by the collected measurements. The performance metrics obtained from the simulators are compared among them and with ground-truth obtained from real network experiments. The results demonstrate how subtle implementation differences in network simulators impact performance results, and how network engineers must consider these differences.en
dc.format.extent9 p.
dc.format.mimetypeapplication/pdfen
dc.identifier.citationD. Morato, C. Pérez-Gómara, E. Magaña and M. Izal, 'Network Simulation in a TCP-Enabled Industrial Internet of Things Environment-Reproducibility Issues for Performance Evaluation,' in IEEE Transactions on Industrial Informatics, vol. 18, no. 2, pp. 807-815, Feb. 2022, doi: 10.1109/TII.2021.3084128en
dc.identifier.doi10.1109/TII.2021.3084128
dc.identifier.issn1551-3203
dc.identifier.urihttps://academica-e.unavarra.es/handle/2454/42122
dc.language.isoengen
dc.publisherIEEE
dc.relation.ispartofIEEE Transactions on Industrial Informatics, vol. 18, no. 2, pp. 807-815
dc.relation.publisherversionhttps://doi.org/10.1109/TII.2021.3084128
dc.rightsThis work is licensed under a Creative Commons Attribution 4.0 Licenseen
dc.rights.accessRightsinfo:eu-repo/semantics/openAccess
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectComputational modelingen
dc.subjectComputer simulationen
dc.subjectData modelsen
dc.subjectIndustrial Internet of Thingsen
dc.subjectInformaticsen
dc.subjectInternet of Thingsen
dc.subjectProtocolsen
dc.subjectReproducibilityen
dc.subjectSoftwareen
dc.subjectSwitchesen
dc.titleNetwork simulation in a TCP-enabled industrial internet of things environment - reproducibility issues for performance evaluationen
dc.typeinfo:eu-repo/semantics/article
dc.type.versioninfo:eu-repo/semantics/publishedVersionen
dc.type.versionVersión publicada / Argitaratu den bertsioaes
dspace.entity.typePublication
relation.isAuthorOfPublicationcd454059-725e-480a-b896-894e79f307a5
relation.isAuthorOfPublicationc521bf55-a1e7-47b2-ac98-5fbf8c286f7a
relation.isAuthorOfPublicationf829a159-0938-45d1-a352-d28fb297ed0b
relation.isAuthorOfPublication.latestForDiscoverycd454059-725e-480a-b896-894e79f307a5

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