The recent explosion of data traffic calls for specialized systems to monitor the status of
networks. Traditionally, Internet service providers collect and analyze IP flow data as they …

Network Traffic Monitoring and Analysis (NTMA) represents a key component for network
management, especially to guarantee the correct operation of large-scale networks such as …

Due to the pervasiveness of mobile devices, a vast amount of geolocated data is generated,
which allows us to gain deep insight into human behavior. Among other data sources, the …

In recent years, mobile devices (eg, smartphones and tablets) have met an increasing
commercial success and have become a fundamental element of the everyday life for …

The worldwide rollout of 4G LTE mobile communication networks has accelerated the
proliferation of the mobile Internet and spurred a new wave of mobile applications on …

Internet access through cellular networks is rapidly growing, driven by the great success of
the mobile apps paradigm and the overwhelming popularity of social-related multimedia …

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 …

Understanding the dynamic traffic and usage characteristics of data services in cellular
networks is important for optimising network resources and improving user experience …

The availability of datasets has been instrumental to drive advances in several disciplines
like computer vision, image processing, and natural language processing. However, in the …

Abstract Machine-to-Machine communication is rapidly growing and becoming a significant
part of the current 4G and future 5G mobile network data traffic, which is intended to provide …