Analysis and visualisation of network data flows of Android applications

Fadhlallah Baklouti 1
1 MADYNES - Management of dynamic networks and services
Inria Nancy - Grand Est, LORIA - NSS - Department of Networks, Systems and Services
Abstract : This report presents the details of the development of a tool in order to analyse and visualise network activities of Android applications. The tool relies on a map-reduce approach to extract NetFlow based data which have been collected from a set of Android devices, using a dedicated monitoring platform. We have used self-organising maps and traffic causality graphs to analyse these data for better understanding of the network behaviour of Android applications and their communication patterns.
Document type :
Master thesis
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https://hal.inria.fr/hal-01093731
Contributor : Abdelkader Lahmadi <>
Submitted on : Thursday, December 11, 2014 - 9:36:28 AM
Last modification on : Tuesday, February 5, 2019 - 2:46:01 PM

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  • HAL Id : hal-01093731, version 1

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Fadhlallah Baklouti. Analysis and visualisation of network data flows of Android applications. Networking and Internet Architecture [cs.NI]. 2014. ⟨hal-01093731⟩

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