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
wireless communication systems and wireless devices has led to the arrival of big data era
in large-scale wireless … In summary, big data generated from large-scale wireless networks is …

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
… In this article, we briefly review big data analysis and machine learning, along with their …
(NG) wireless networks. Next, we invoke big data analysis to predict the requirements of mobile

Wireless communications in the era of big data

S Bi, R Zhang, Z Ding, S Cui - IEEE communications magazine, 2015 - ieeexplore.ieee.org
big data traffic, in this article we address two important problems of wireless communication
system design in the big data … discuss typical big data features and efficient data analytics to …

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
… In [11], the authors have provided a panned overview of the range of wireless communication
problems and issues that can be efficiently addressed using AI while delivering detailed …

A big data enabled channel model for 5G wireless communication systems

J Huang, CX Wang, L Bai, J Sun, Y Yang… - … on Big Data, 2018 - ieeexplore.ieee.org
… This paper investigates various applications of big data analytics, … in wireless communications
and channel modeling. We propose a big data and machine learning enabled wireless

A study on the adoption of wireless communication in big data analytics using neural networks and deep learning

P Rohini, S Tripathi, CM Preeti… - 2022 2nd …, 2022 - ieeexplore.ieee.org
… CONCLUSION The research investigates and give a complete study on data analytics for
massive scale wireless connections in this research. We begined by outlined the research …

[HTML][HTML] Big data analytics for wireless and wired network design: A survey

MS Hadi, AQ Lawey, TEH El-Gorashi… - Computer Networks, 2018 - Elsevier
… survey on the role that big data analytics can play in the design of data communication
networks. Integrating the latest advances that employ big data analytics with the networks’ control/…

Big data analytics for 6G-enabled massive internet of things

Z Lv, R Lou, J Li, AK Singh… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
mobile communication and artificial intelligence based on 5G technology. The mobile
Based on massive radio technology, a deeper investigation of network channel coding and …

Wireless big data computing in smart grid

K Wang, Y Wang, X Hu, Y Sun, DJ Deng… - … Communications, 2017 - ieeexplore.ieee.org
… a big data computing architecture for smart grid analytics, which involves data resources,
transmission, storage, and analysis… In order to enable big data computing in smart grid, a com…

Big data analytics for emergency communication networks: A survey

J Wang, Y Wu, N Yen, S Guo… - IEEE Communications …, 2016 - ieeexplore.ieee.org
… However, through the survey, we found the research on big data analytics for wireless
communication is still in an emerging stage. Several types of typical methods in spatial …