This paper attempts to identify the requirement and the development of machine learning-
based mobile big data (MBD) analysis through discussing the insights of challenges in the …

We have witnessed an exponential growth in commercial data services, which has led to the
so-called big data era. Machine learning, one of the most promising artificial intelligence (AI) …

The unabated flurry of research activities dedicated to gaining business insights from a flood
of data generated by heterogeneous mobile sources, such as the Internet of Vehicles …

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 …

Mobile cellular networks have become both the generators and carriers of massive data. Big
data analytics can improve the performance of mobile cellular networks and maximize the …

With the impressive development of wireless devices and growth of mobile users,
telecommunication operators are thirsty for understanding the characteristics of mobile …

This paper uses big data technologies to study base stations' behaviors and activities and
their predictability in mobile cellular networks. With new technologies quickly appearing …

The study explores about the Wireless communication which is one of the most rapidly
evolving and active technology fields in the communication world. Wireless communication …

Due to the popularity of smart mobile phones and context-aware technology, various
contextual data relevant to users' diverse activities with mobile phones is available around …

The ubiquity of mobile phones worldwide is generating an unprecedented amount of human
behavioral data both at an individual and aggregated levels. The study of this data as a rich …