Measurement and classification of smart systems data traffic over 5G mobile networks
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 …
part of the current 4G and future 5G mobile network data traffic, which is intended to provide …
Data traffic model in machine to machine communications over 5G network slicing
M Dighriri, ASD Alfoudi, GM Lee… - 2016 9th International …, 2016 - ieeexplore.ieee.org
The recent advancements in cellular communication domain have resulted in the
emergence of Machine-to-Machine applications, in support of the wide range and coverage …
emergence of Machine-to-Machine applications, in support of the wide range and coverage …
Big data environment for smart healthcare applications over 5g mobile network
Recent innovations and advances in mobile networking technologies have resulted in the
emergence of smart services in various different application domains, in support of high …
emergence of smart services in various different application domains, in support of high …
Machine learning based mobile data traffic prediction in 5g cellular networks
E Selvamanju, VB Shalini - 2021 5th International Conference …, 2021 - ieeexplore.ieee.org
The rapid evolution of cellular technologies has resulted in a drastic increase in mobile data
traffic. Particularly, in 5G cellular networks, the design of accurate time-series models …
traffic. Particularly, in 5G cellular networks, the design of accurate time-series models …
Applying scheduling mechanisms over 5g cellular network packets traffic
Choosing an appropriate packet traffic scheduling mechanism is a critical element in a case
of enhancing quality of service over 5G mobile networks, especially, in the near future …
of enhancing quality of service over 5G mobile networks, especially, in the near future …
Traffic classification for network slicing in mobile networks
Network slicing is a promising technique used in the smart delivery of traffic and can satisfy
the requirements of specific applications or systems based on the features of the 5G …
the requirements of specific applications or systems based on the features of the 5G …
Characterizing flow, application, and user behavior in mobile networks: A framework for mobile big data
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 …
networks. Traditionally, Internet service providers collect and analyze IP flow data as they …
Mobile traffic forecasting for maximizing 5G network slicing resource utilization
V Sciancalepore, K Samdanis… - … -IEEE conference on …, 2017 - ieeexplore.ieee.org
The emerging network slicing paradigm for 5G provides new business opportunities by
enabling multi-tenancy support. At the same time, new technical challenges are introduced …
enabling multi-tenancy support. At the same time, new technical challenges are introduced …
Artificial intelligence to manage network traffic of 5G wireless networks
The deployment of 5G wireless communication systems is projected to begin in 2020. With
new scenarios, new technologies, and new network architectures, the traffic management for …
new scenarios, new technologies, and new network architectures, the traffic management for …
Traffic analysis for 5G network slice based on machine learning
F Xie, D Wei, Z Wang - EURASIP Journal on Wireless Communications …, 2021 - Springer
With the rise of 5G and Internet of things, especially the key technology of 5G, network slice
cuts a physical network into multiple virtual end-to-end networks, each of them can obtain …
cuts a physical network into multiple virtual end-to-end networks, each of them can obtain …