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Journal Articles Communications Surveys and Tutorials, IEEE Communications Society Year : 2016

Large-scale Mobile Traffic Analysis: a Survey

Diala Naboulsi
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Razvan Stanica

Abstract

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 outliers, relevant works cover the period from 2005 to date, with a sensible densification over the last three years. We provide a thorough review of the multidisciplinary activities that rely on mobile traffic datasets, identifying major categories and sub-categories in the literature, so as to outline a hierarchical classification of research lines. When detailing the works pertaining to each class, we balance a comprehensive view of state-of-the-art results with punctual focuses on the methodological aspects. Our approach provides a complete introductory guide to the research based on mobile traffic analysis. It allows summarizing the main findings of the current state-of-the-art, as well as pinpointing important open research directions.
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Dates and versions

hal-01132385 , version 1 (17-03-2015)
hal-01132385 , version 2 (16-10-2015)

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Diala Naboulsi, Marco Fiore, Stephane Ribot, Razvan Stanica. Large-scale Mobile Traffic Analysis: a Survey. Communications Surveys and Tutorials, IEEE Communications Society, 2016, 18 (1), pp.124-161. ⟨10.1109/COMST.2015.2491361⟩. ⟨hal-01132385v2⟩
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