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On the tweet arrival process at Twitter: analysis and applications

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dc.affiliation.dptoUC3M. Departamento de Ingeniería Telemáticaes
dc.affiliation.grupoinvUC3M. Grupo de Investigación: Network Technologieses
dc.contributor.authorGonzález Sánchez, Roberto
dc.contributor.authorMuñoz Muñoz, Alfonso
dc.contributor.authorHernández Gutiérrez, José Alberto
dc.contributor.authorCuevas Rumín, Rubén
dc.contributor.funderEuropean Commissionen
dc.date.accessioned2023-06-14T07:58:44Z
dc.date.available2023-06-14T07:58:44Z
dc.date.issued2014-02
dc.description.abstractThis work provides a novel measurement-based analysis of the tweet arrival traffic process at Twitter. The analysis considers more than one million total tweets collected at 48 different times of the day (o'clock and half-past every hour). We observe a 3.5-tweet/ms average rate with a valley of 2.5 tweets/ms at 10 AM (GMT+1) and a peak at 3 PM (GMT+1) of about 5 tweets/ms. We further model the traffic pattern as a Gaussian process, and we validate such an assumption with multiple normality tests. Finally, we overview a number of applications where such a model may show its utility, namely infrastructure dimensioning and upgrading, the detection of outlier events, energy efficiency and so on.en
dc.description.sponsorshipThe authors would like to acknowledge the support of the MyUI project (under code FP7-ICT-248606) to the development of this work.en
dc.format.extent10
dc.identifier.bibliographicCitationGonzález, R., Muñoz, A., Hernández, J. L., & Cuevas, R. (2014). On the tweet arrival process at Twitter: analysis and applications. Transactions on Emerging Telecommunications Technologies, 25(2), 273-282.en
dc.identifier.doihttps://doi.org/10.1002/ett.2772
dc.identifier.issn2161-5748
dc.identifier.publicationfirstpage273
dc.identifier.publicationissue2
dc.identifier.publicationlastpage282
dc.identifier.publicationtitleTransactions on Emerging Telecommunications Technologiesen
dc.identifier.publicationvolume25
dc.identifier.urihttps://hdl.handle.net/10016/37483
dc.identifier.uxxiAR/0000014663
dc.language.isoeng
dc.publisherWileyen
dc.relation.projectIDinfo:eu-repo/grantAgreement/EC/FP7-ICT-248606
dc.rights© 2014 John Wiley & Sons, Ltd.
dc.rights.accessRightsopen accessen
dc.subject.ecienciaTelecomunicacioneses
dc.subject.otherArrival processen
dc.subject.otherAverage rateen
dc.subject.otherGaussian processesen
dc.subject.otherMeasurement-baseden
dc.subject.otherNormality testsen
dc.subject.otherTraffic patternen
dc.subject.otherEnergy efficiencyen
dc.subject.otherSocial networking (online)en
dc.titleOn the tweet arrival process at Twitter: analysis and applicationsen
dc.typeresearch article*
dc.type.hasVersionAM*
dspace.entity.typePublication
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