Hüresel aǧlarda kullanici davranişi modellenmesi

Engin Dalman, Mehmet Nuri Akinci, Gunes Karabulut Kurt

Araştırma sonucu: ???type-name???Konferans katkısıbilirkişi

Özet

Modeling of user behaviour becomes almost a necessity on data networks nowadays. Besides using their resources more efficiently, many data communication systems will perform more effective via estimation of statistical distribution of packet counts transferred (uploaded or downloaded) by users at once. Hence, the purpose of this study is to search suitable statistical models for distribution of packet counts that is transferred by user at once, on a arbitrary network. For this aim, an Android application is used to track Internet usage of real users. A detailed statistical analysis is performed using this data and the results are checked by applying different performance tests. Consequently, it is observed that the most suitable statistical distribution to model user behaviour is lognormal family.

Tercüme edilen katkı başlığıModelling of user behaviour in cellular networks
Orijinal dilTürkçe
Ana bilgisayar yayını başlığı2014 22nd Signal Processing and Communications Applications Conference, SIU 2014 - Proceedings
YayınlayanIEEE Computer Society
Sayfalar2019-2022
Sayfa sayısı4
ISBN (Basılı)9781479948741
DOI'lar
Yayın durumuYayınlandı - 2014
Etkinlik2014 22nd Signal Processing and Communications Applications Conference, SIU 2014 - Trabzon, Turkey
Süre: 23 Nis 201425 Nis 2014

Yayın serisi

Adı2014 22nd Signal Processing and Communications Applications Conference, SIU 2014 - Proceedings

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???event.eventtypes.event.conference???2014 22nd Signal Processing and Communications Applications Conference, SIU 2014
Ülke/BölgeTurkey
ŞehirTrabzon
Periyot23/04/1425/04/14

Keywords

  • Android
  • EM algorithms
  • Flow size distribution
  • Kullback-Leibler divergence (KLD)
  • Transmission control protocol (TCP)
  • Weighted mean relative difference (WMRD)

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