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Large-scale Mobile Traffic Analysis: a Survey

Diala Naboulsi 1 Marco Fiore 2, 1 Stephane Ribot 3 Razvan Stanica 1 
1 URBANET - Réseaux capillaires urbains
Inria Grenoble - Rhône-Alpes, CITI - CITI Centre of Innovation in Telecommunications and Integration of services
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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Submitted on : Friday, October 16, 2015 - 11:52:39 AM
Last modification on : Friday, July 8, 2022 - 10:04:20 AM
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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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