Kontaktujte nás | Jazyk: čeština English
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 | |
utb.fulltext.dates | - | |
utb.fulltext.sponsorship | - | |
utb.fulltext.projects | - |