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
… In this section, we present the architectures of wireless networks in the big data era and the
Wireless Networks in the Big Data Era A direct extension of traditional wireless networking

Wireless communications in the era of big data

S Bi, R Zhang, Z Ding, S Cui - IEEE communications magazine, 2015 - ieeexplore.ieee.org
… vast data traffic, for building a big-dataaware wireless networkdata traffic, in this article we
address two important problems of wireless communication system design in the big data era: …

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 networks… , big data generated from large-scale wireless networks is …

Wireless networks design in the era of deep learning: Model-based, AI-based, or both?

A Zappone, M Di Renzo… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… Where should we store the data required by the ANN tasked with network resource
management, and where should the related computations be executed? Ideally, the optimal …

[PDF][PDF] Broadband Wireless Networking in the Era of Big Data

T Omar, SA Hardy - 2016 ASEE Annual Conference & Exposition, 2016 - sftp.asee.org
data using a Hadoop system will bring value to MSPs. Wireless networks generate huge
amounts of data… of their big data analysis to improve future network functionality and prepare for …

Enabling AI in future wireless networks: A data life cycle perspective

DC Nguyen, P Cheng, M Ding… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
… In this article, we propose a novel Wireless AI architecture for wireless networks as shown in
Fig. 1. … In the 5G era with ubiquitous mobile devices and multi-channel communications, the …

Wireless sensor networking in the internet of things and cloud computing era

A Flammini, E Sisinni - Procedia Engineering, 2014 - Elsevier
… Wearable sensors are usually organized into simple wireless networks due to cost limitations,
thus cannot be directly connected to the Internet and for this reason gateways are needed. …

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

C Zhu, X Cheng, H Ye, J Yang, L Xu… - … , Cloud & Big Data …, 2019 - ieeexplore.ieee.org
… In this paper, we first present the evolution of the big data in the uprising 5G era. Then, an …
on the 5G wireless networks and the big data in the perspective of the network operator and …

Smart Wireless Network Algorithm in the Era of Big Data

KK Singh, V Kushwaha - … of the Second International Conference on …, 2021 - Springer
… opportunities of wireless network in the era of big data. The … out big data according to its
nature while moving through network … After segregation of the data, placed counter will send data

Learn to cache: Machine learning for network edge caching in the big data era

Z Chang, L Lei, Z Zhou, S Mao… - IEEE Wireless …, 2018 - ieeexplore.ieee.org
… In the following, we first briefly summarize the typical big data analytics schemes in the
design of wireless networks as shown in Fig. 3 and discuss the machine learning scheme for …