Big data analytics for large-scale wireless networks: Challenges and opportunities

HN Dai, RCW Wong, H Wang, Z Zheng… - ACM Computing …, 2019 - dl.acm.org
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 …

Towards energy-efficient wireless networking in the big data era: A survey

X Cao, L Liu, Y Cheng, X Shen - … Communications Surveys & …, 2017 - ieeexplore.ieee.org
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 …

Wireless communications in the era of big data

S Bi, R Zhang, Z Ding, S Cui - IEEE communications magazine, 2015 - ieeexplore.ieee.org
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 …

Synergy of big data and 5G wireless networks: opportunities, approaches, and challenges

N Zhang, P Yang, J Ren, D Chen… - IEEE Wireless …, 2018 - ieeexplore.ieee.org
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 …

[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 …

Big data analytics, machine learning, and artificial intelligence in next-generation wireless networks

MG Kibria, K Nguyen, GP Villardi, O Zhao… - IEEE …, 2018 - ieeexplore.ieee.org
The next-generation wireless networks are evolving into very complex systems because of
the very diversified service requirements, heterogeneity in applications, devices, and …

[图书][B] Big data: related technologies, challenges and future prospects

M Chen, S Mao, Y Zhang, VCM Leung - 2014 - Springer
“How big is big?” Science writer Stephen Strauss asks in his fun book for kids titled How Big
is Big and explains that “bigness is something no one can consume.” In this book, we aim to …

When machine learning meets big data: A wireless communication perspective

Y Liu, S Bi, Z Shi, L Hanzo - IEEE Vehicular Technology …, 2019 - ieeexplore.ieee.org
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) …

Big data analytics in mobile cellular networks

Y He, FR Yu, N Zhao, H Yin, H Yao, RC Qiu - IEEE access, 2016 - ieeexplore.ieee.org
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 …

Exploiting mobile big data: Sources, features, and applications

X Cheng, L Fang, X Hong, L Yang - IEEE Network, 2017 - ieeexplore.ieee.org
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 …