Publication: Not all Apps are created equal: analysis of spatiotemporal heterogeneity in nationwide mobile service usage
dc.affiliation.dpto | UC3M. Departamento de Ingeniería Telemática | es |
dc.affiliation.grupoinv | UC3M. Grupo de Investigación: Network Technologies | es |
dc.contributor.author | Márquez Colás, María Cristina | |
dc.contributor.author | Gramaglia, Marco | |
dc.contributor.author | Fiore, Marco | |
dc.contributor.author | Banchs Roca, Albert | |
dc.contributor.author | Ziemlicki, Cezary | |
dc.contributor.author | Smoreda, Zbigniew | |
dc.contributor.funder | European Commission | en |
dc.date.accessioned | 2019-01-21T12:11:57Z | |
dc.date.available | 2019-01-21T12:11:57Z | |
dc.date.issued | 2017 | |
dc.description | Proceeding of: 13th International Conference on emerging Networking EXperiments and Technologies (CoNEXT '17) | en |
dc.description.abstract | We investigate how individual mobile services are consumed at a national scale, by studying data collected in a 3G/4G mobile network deployed over a major European country. Through correlation and clustering analyses, our study unveils a strong heterogeneity in the demand for different mobile services, both in time and space. In particular, we show that: (i) somehow surprisingly, almost all considered services exhibit quite different temporal usage patterns; (ii) in contrast to such temporal behavior, spatial patterns are fairly uniform across all services; (iii) when looking at usage patterns at different locations, the average traffic volume per user is dependent on the urbanization level, yet its temporal dynamics are not. Our findings do not only have sociological implications, but are also relevant to the orchestration of network resources. | en |
dc.description.sponsorship | This research work has been performed in the framework of the H2020-ICT-2014-2 project 5G NORMA (Grant Agreement No. 671584). | en |
dc.format.extent | 6 | es |
dc.format.mimetype | application/pdf | |
dc.identifier.bibliographicCitation | CoNEXT '17: Proceedings of the 13th International Conference on emerging Networking EXperiments and Technologies. ACM, 2017, Pp. 180-186 | en |
dc.identifier.isbn | 978-1-4503-5422-6 | |
dc.identifier.publicationfirstpage | 180 | es |
dc.identifier.publicationlastpage | 186 | es |
dc.identifier.publicationtitle | CoNEXT '17: Proceedings of the 13th International Conference on emerging Networking EXperiments and Technologies, December, 12-15, 2017, Incheon, Republic of Korea | en |
dc.identifier.uri | https://hdl.handle.net/10016/27944 | |
dc.identifier.uxxi | CC/0000027864 | |
dc.language.iso | eng | en |
dc.publisher | Association For Computing Machinery (ACM) | en |
dc.relation.eventdate | 2017-12-12 | es |
dc.relation.eventplace | Incheon, Republic of Korea | en |
dc.relation.eventtitle | 13th International Conference on emerging Networking EXperiments and Technologies (CoNEXT '17) | en |
dc.relation.projectID | info:eu-repo/grantAgreement/EC/H2020/671584 (5G NORMA) | en |
dc.rights | © 2017 ACM | en |
dc.rights.accessRights | open access | en |
dc.subject.eciencia | Telecomunicaciones | es |
dc.subject.other | Mobile networks | en |
dc.subject.other | Network measurement | en |
dc.subject.other | Network performance evaluation | en |
dc.title | Not all Apps are created equal: analysis of spatiotemporal heterogeneity in nationwide mobile service usage | en |
dc.type | conference paper | * |
dc.type.hasVersion | AM | * |
dspace.entity.type | Publication |
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