On big data analytics for greener and softer RAN

I Chih-Lin, Y Liu, S Han, S Wang, G Liu - IEEE Access, 2015 - ieeexplore.ieee.org
Big data analytics applied to signaling, traffic, and wireless environment data in mobile
communication networks can help realize autonomous network optimization and build big …

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 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 …

Artificial-intelligence-enabled intelligent 6G networks

H Yang, A Alphones, Z Xiong, D Niyato, J Zhao… - IEEE …, 2020 - ieeexplore.ieee.org
With the rapid development of smart terminals and infrastructures, as well as diversified
applications (eg, virtual and augmented reality, remote surgery and holographic projection) …

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 …

The big-data-driven intelligent wireless network: architecture, use cases, solutions, and future trends

I Chih-Lin, Q Sun, Z Liu, S Zhang… - IEEE vehicular …, 2017 - ieeexplore.ieee.org
The concept of using big data (BD) for wireless communication network optimization is no
longer new. However, previous work has primarily focused on long-term policies in the …

[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 …

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 …

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 …

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 …