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 …

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 …

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 …

A survey of energy-efficient techniques for 5G networks and challenges ahead

S Buzzi, I Chih-Lin, TE Klein, HV Poor… - IEEE Journal on …, 2016 - ieeexplore.ieee.org
After about a decade of intense research, spurred by both economic and operational
considerations, and by environmental concerns, energy efficiency has now become a key …

Renewable energy powered sustainable 5G network infrastructure: Opportunities, challenges and perspectives

A Israr, Q Yang, W Li, AY Zomaya - Journal of Network and Computer …, 2021 - Elsevier
A massive increase in the amount of data traffic over mobile wireless communication has
been observed in recent years, while further rapid growth is expected in the years ahead …

[HTML][HTML] Energy efficient design techniques in next-generation wireless communication networks: emerging trends and future directions

JO Ogbebor, AL Imoize, AAA Atayero - Wireless communications and …, 2020 - hindawi.com
The projected rise in wireless communication traffic has necessitated the advancement of
energy-efficient (EE) techniques for the design of wireless communication systems, given …

Energy efficiency on fully cloudified mobile networks: Survey, challenges, and open issues

A Alnoman, GHS Carvalho… - … Surveys & Tutorials, 2017 - ieeexplore.ieee.org
Fully cloudified mobile network infrastructure, which is featured by the joint deployment of
heterogeneous cloud radio access networks and edge computing, will successfully cope …

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 …

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 …

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 …