Wireless communications in the era of big data

S Bi, R Zhang, Z Ding, S Cui - IEEE communications magazine, 2015 - ieeexplore.ieee.org
… brought by big data traffic, in this … wireless communication system design in the big data
era: Q1: What may constitute a scalable wireless network architecture for efficient handling of big

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
… AI) tools for analyzing this deluge of data, has been called upon in many … big data analysis
and machine learning, along with their potential applications in next-generation (NG) wireless

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

X Cao, L Liu, Y Cheng, X Shen - IEEE Communications …, 2017 - ieeexplore.ieee.org
… social networking, mobile business, distributed storage and … the architectures of wireless
networks in the big data era and the … wireless communications, we shall focus on the in-network …

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 …

5G wireless networks meet big data challenges, trends, and applications

C Zhu, X Cheng, H Ye, J Yang, L Xu… - … & Communications …, 2019 - ieeexplore.ieee.org
big data in the uprising 5G era. Then, an overview of the interplay between the 5G and the
big data … In this paper, the evolution of the big data in the uprising 5G era was presented first. …

Survey of wireless big data

L Qian, J Zhu, S Zhang - Journal of Communications and …, 2017 - ieeexplore.ieee.org
wireless big data denotes the data set generated by massive wireless users served by
wireless/mobile communications… for the data gathering challenge in gathering real-time big data in …

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

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 future of wireless networks will undoubtedly rely on AI. In [11], the authors have provided
a panned overview of the range of wireless communication problems and issues that can …

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
… One of the most pressing difficulties in big data for large-scale wireless connections is
determining how to represent organized, semistructured, and unstructured data. [11]. …

Mobile big data: The fuel for data-driven wireless

X Cheng, L Fang, L Yang, S Cui - IEEE Internet of things …, 2017 - ieeexplore.ieee.org
… environment of mobile users. Consequently, mobile big data research has a multi-disciplinary
nature that demands diversified knowledge from mobile communications and signal …