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Usage of modern exponential-smoothing models in network traffic modelling

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dc.title Usage of modern exponential-smoothing models in network traffic modelling en
dc.contributor.author Jašek, Roman
dc.contributor.author Szmit, Anna
dc.contributor.author Szmit, Maciej
dc.relation.ispartof Advances in Intelligent Systems and Computing
dc.identifier.issn 2194-5357 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn 9783319005416
dc.date.issued 2013
utb.relation.volume 210
dc.citation.spage 435
dc.citation.epage 444
dc.type article
dc.language.iso en
dc.publisher Springer en
dc.identifier.doi 10.1007/978-3-319-00542-3_43
dc.relation.uri https://link.springer.com/chapter/10.1007/978-3-319-00542-3_43
dc.subject Holt-Winters Models en
dc.subject Network Traffic Engineering en
dc.subject Time Series Analysis en
dc.description.abstract The article summarized current state of our works regarding usage of exponential smoothing Holt-Winters'-based models for analysis, modelling and forecasting Time Series with data of computer network traffic. Especially we use two models proposed by J. W. Taylor to deal with double and triple seasonal cycles for modelling network traffic in two local area networks and three campus networks. We use three time series with data of TCP, UDP and ICMP traffic (given by number of packets per interval) on each network. © Springer International Publishing Switzerland 2013. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1003438
utb.identifier.obdid 43869951
utb.identifier.scopus 2-s2.0-84880373740
utb.source j-scopus
dc.date.accessioned 2013-08-02T09:10:32Z
dc.date.available 2013-08-02T09:10:32Z
utb.contributor.internalauthor Jašek, Roman
utb.fulltext.affiliation Roman Jašek, Anna Szmit, and Maciej Szmit Roman Jašek Tomas Bata University in Zlin, Faculty of Applied Informatics, Czech Republic e-mail: jasek@fai.utb.cz Anna Szmit Lodz University of Technology , Faculty of Management, Poland e-mail: agorecka@p.lodz.pl Maciej Szmit Orange Labs, Corporate IT Security Agency, Poland e-mail: maciej.szmit@orange.com
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