[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 …

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 …

[图书][B] Big data and computational intelligence in networking

Y Wu, F Hu, G Min, AY Zomaya - 2017 - books.google.com
This book presents state-of-the-art solutions to the theoretical and practical challenges
stemming from the leverage of big data and its computational intelligence in supporting …

Big data-driven optimization for mobile networks toward 5G

K Zheng, Z Yang, K Zhang, P Chatzimisios… - IEEE …, 2016 - ieeexplore.ieee.org
Big data offers a plethora of opportunities to mobile network operators for improving quality
of service. This article explores various means of integrating big data analytics with network …

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 …

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 …

Data-driven design of intelligent wireless networks: An overview and tutorial

M Kulin, C Fortuna, E De Poorter, D Deschrijver… - Sensors, 2016 - mdpi.com
Data science or “data-driven research” is a research approach that uses real-life data to gain
insight about the behavior of systems. It enables the analysis of small, simple as well as …

Big data enabled mobile network design for 5G and beyond

S Han, I Chih-Lin, G Li, S Wang… - IEEE Communications …, 2017 - ieeexplore.ieee.org
Mobile communication networks are more and more characterized by the integration of
distributed and centralized computing and storage resources. Big data capability thus …

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 …

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 …