Survey of wireless big data
L Qian, J Zhu, S Zhang - Journal of Communications and …, 2017 - ieeexplore.ieee.org
Wireless big data describes a wide range of massive data that is generated, collected and
stored in wireless networks by wireless devices and users. While these data share some …
stored in wireless networks by wireless devices and users. While these data share some …
[HTML][HTML] Big data analytics for wireless and wired network design: A survey
MS Hadi, AQ Lawey, TEH El-Gorashi… - Computer Networks, 2018 - Elsevier
Currently, the world is witnessing a mounting avalanche of data due to the increasing
number of mobile network subscribers, Internet websites, and online services. This trend is …
number of mobile network subscribers, Internet websites, and online services. This trend is …
Big data analytics, machine learning, and artificial intelligence in next-generation wireless networks
The next-generation wireless networks are evolving into very complex systems because of
the very diversified service requirements, heterogeneity in applications, devices, and …
the very diversified service requirements, heterogeneity in applications, devices, and …
Big data analytics for large-scale wireless networks: Challenges and opportunities
The wide proliferation of various wireless communication systems and wireless devices has
led to the arrival of big data era in large-scale wireless networks. Big data of large-scale …
led to the arrival of big data era in large-scale wireless networks. Big data of large-scale …
Synergy of big data and 5G wireless networks: opportunities, approaches, and challenges
This article presents the synergistic and complementary features of big data and 5G wireless
networks. An overview of their interplay is provided first, including big-data-driven …
networks. An overview of their interplay is provided first, including big-data-driven …
Towards energy-efficient wireless networking in the big data era: A survey
With the proliferation of wireless devices, wireless networks in various forms have become
global information infrastructure and an important part of our daily life, which, at the same …
global information infrastructure and an important part of our daily life, which, at the same …
Wireless big data: transforming heterogeneous networks to smart networks
Abstract In HetNets (Heterogeneous Networks), each network is allocated with fixed
spectrum resource and provides service to its assigned users using specific RAT (Radio …
spectrum resource and provides service to its assigned users using specific RAT (Radio …
5G wireless networks meet big data challenges, trends, and applications
C Zhu, X Cheng, H Ye, J Yang, L Xu… - 2019 IEEE SmartWorld …, 2019 - ieeexplore.ieee.org
The next-generation (5G) wireless networks have been evolving into very complex systems
due to the diversified service requirements, heterogeneity in applications, devices, and …
due to the diversified service requirements, heterogeneity in applications, devices, and …
When machine learning meets big data: A wireless communication perspective
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) …
so-called big data era. Machine learning, one of the most promising artificial intelligence (AI) …
Wireless communications in the era of big data
The rapidly growing wave of wireless data service is pushing against the boundary of our
communication network's processing power. The pervasive and exponentially increasing …
communication network's processing power. The pervasive and exponentially increasing …