Big data analysis based network behavior insight of cellular networks for industry 4.0 applications
D Jiang, Y Wang, Z Lv, S Qi… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In this article, we propose a big data based analysis framework to analyze and extract
network behaviors in cellular networks for Industry 4.0 applications from a big data …
network behaviors in cellular networks for Industry 4.0 applications from a big data …
Rethinking behaviors and activities of base stations in mobile cellular networks based on big data analysis
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 …
their predictability in mobile cellular networks. With new technologies quickly appearing …
Monitoring and analyzing big traffic data of a large-scale cellular network with Hadoop
Network traffic monitoring and analysis is of theoretical and practical significance for
optimizing network resource and improving user experience. However, existing solutions …
optimizing network resource and improving user experience. However, existing solutions …
Call detail records driven anomaly detection and traffic prediction in mobile cellular networks
Mobile networks possess information about the users as well as the network. Such
information is useful for making the network end-to-end visible and intelligent. Big data …
information is useful for making the network end-to-end visible and intelligent. Big data …
Big data driven mobile traffic understanding and forecasting: A time series approach
Understanding and forecasting mobile traffic of large scale cellular networks is extremely
valuable for service providers to control and manage the explosive mobile data, such as …
valuable for service providers to control and manage the explosive mobile data, such as …
Big data analytics for user-activity analysis and user-anomaly detection in mobile wireless network
The next generation wireless networks are expected to operate in fully automated fashion to
meet the burgeoning capacity demand and to serve users with superior quality of …
meet the burgeoning capacity demand and to serve users with superior quality of …
Intelligent network data analytics function in 5G cellular networks using machine learning
S Sevgican, M Turan, K Gökarslan… - Journal of …, 2020 - ieeexplore.ieee.org
5G cellular networks come with many new features compared to the legacy cellular
networks, such as network data analytics function (NWDAF), which enables the network …
networks, such as network data analytics function (NWDAF), which enables the network …
Exploiting mobile big data: Sources, features, and applications
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 …
proliferation of the mobile Internet and spurred a new wave of mobile applications on …
Spatial-temporal cellular traffic prediction for 5G and beyond: A graph neural networks-based approach
During the past decade, Industry 4.0 has greatly promoted the improvement of industrial
productivity by introducing advanced communication and network technologies in the …
productivity by introducing advanced communication and network technologies in the …
[HTML][HTML] A device performance and data analytics concept for smartphones' IoT services and machine-type communication in cellular networks
KA Ogudo, D Muwawa Jean Nestor, O Ibrahim Khalaf… - Symmetry, 2019 - mdpi.com
With the advancement of new technologies, the number of connected devices, the amount of
data generated, and the need to build an intelligently connected network of things to …
data generated, and the need to build an intelligently connected network of things to …