Analysis and exploitation of mobile traffic datasets

D Naboulsi - 2015 - hal.science
Mobile devices are becoming an integral part of our everyday digitalized life. In 2014, the
number of mobile devices, connected to the internet and consuming traffic, has even …

Classifying call profiles in large-scale mobile traffic datasets

D Naboulsi, R Stanica, M Fiore - IEEE INFOCOM 2014-IEEE …, 2014 - ieeexplore.ieee.org
Cellular communications are undergoing significant evolutions in order to accommodate the
load generated by increasingly pervasive smart mobile devices. Dynamic access network …

Large-scale mobile traffic analysis: a survey

D Naboulsi, M Fiore, S Ribot… - … Surveys & Tutorials, 2015 - ieeexplore.ieee.org
This article surveys the literature on analyses of mobile traffic collected by operators within
their network infrastructure. This is a recently emerged research field, and, apart from a few …

Analyzing different mobile applications in time and space: A city-wide scenario

A Okic, AEC Redondi, I Galimberti… - 2019 IEEE wireless …, 2019 - ieeexplore.ieee.org
We analyze a city-wide dataset of 4G mobile network traffic obtained directly from user-side
logs, allowing fine-grained analyses of different application services over time and space …

Exploring communication and mobility behavior of 3G network users and its temporal consistency

A Hess, I Marsh, D Gillblad - 2015 IEEE international …, 2015 - ieeexplore.ieee.org
Over the past decade, telecommunication network operators have more and more realized
the added value of data analytics for their network deployment efficiency. Early studies …

Understanding and partitioning mobile traffic using internet activity records data-a spatiotemporal approach

K Sultan, H Ali, H Anwaar, KP Nkabiti… - 2019 28th Wireless …, 2019 - ieeexplore.ieee.org
The internet activity records (IARs) of a mobile cellular network posses significant
information which can be exploited to identify the network's efficacy and the mobile users' …

France Through the Lens of Mobile Traffic Data

OE Martínez-Durive, S Mishra… - 2023 7th Network …, 2023 - ieeexplore.ieee.org
Mobile usage data have shown unprecedented potential for data-driven research in various
fields such as demography, sociology, geography, urban studies, criminology, and …

Call details record analysis: A spatiotemporal exploration toward mobile traffic classification and optimization

K Sultan, H Ali, A Ahmad, Z Zhang - Information, 2019 - mdpi.com
The information contained within Call Details records (CDRs) of mobile networks can be
used to study the operational efficacy of cellular networks and behavioural pattern of mobile …

Understanding data usage patterns of geographically diverse mobile users

EA Walelgne, AS Asrese, J Manner… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The increasing trend of the traffic demand from mobile users and the presence of limited
resources creates a challenge for network resource management. Understanding the data …

A tale of ten cities: Characterizing signatures of mobile traffic in urban areas

A Furno, M Fiore, R Stanica, C Ziemlicki… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Urban landscapes present a variety of socio-topological environments that are associated to
diverse human activities. As the latter affect the way individuals connect with each other, a …