Big data analytics for 6G-enabled massive internet of things

Z Lv, R Lou, J Li, AK Singh… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
The purposes are to enable large-scale Internet of Things (IoT) devices to analyze data
more effectively and provide high-efficiency, low-energy, and wide-coverage technical …

EdgeGO: A mobile resource-sharing framework for 6G edge computing in massive IoT systems

R Cong, Z Zhao, G Min, C Feng… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
With the remarkable development of the 5G technologies, more and more real-time and
complex computational tasks from the Internet-of-Things (IoT) systems can be fulfilled by 5G …

Big data analysis of internet of things system

Z Lv, AK Singh - ACM Transactions on Internet Technology, 2021 - dl.acm.org
The study aims at exploring the Internet of things (IoT) system from the perspective of data
and further improving the performance of the IoT system. The IoT data energy collection and …

Big data for internet of things: a survey

M Ge, H Bangui, B Buhnova - Future generation computer systems, 2018 - Elsevier
With the rapid development of the Internet of Things (IoT), Big Data technologies have
emerged as a critical data analytics tool to bring the knowledge within IoT infrastructures to …

Enabling massive IoT toward 6G: A comprehensive survey

F Guo, FR Yu, H Zhang, X Li, H Ji… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Nowadays, many disruptive Internet-of-Things (IoT) applications emerge, such as
augmented/virtual reality online games, autonomous driving, and smart everything, which …

Big IoT data analytics: architecture, opportunities, and open research challenges

M Marjani, F Nasaruddin, A Gani, A Karim… - ieee …, 2017 - ieeexplore.ieee.org
Voluminous amounts of data have been produced, since the past decade as the
miniaturization of Internet of things (IoT) devices increases. However, such data are not …

6G Internet of Things: A comprehensive survey

DC Nguyen, M Ding, PN Pathirana… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
The sixth-generation (6G) wireless communication networks are envisioned to revolutionize
customer services and applications via the Internet of Things (IoT) toward a future of fully …

Big data analysis of the internet of things in the digital twins of smart city based on deep learning

X Li, H Liu, W Wang, Y Zheng, H Lv, Z Lv - Future Generation Computer …, 2022 - Elsevier
The study aims to conduct big data analysis (BDA) on the massive data generated in the
smart city Internet of things (IoT), make the smart city change to the direction of fine …

Anomaly detection based on multidimensional data processing for protecting vital devices in 6G-enabled massive IIoT

G Han, J Tu, L Liu, M Martínez-García… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
As a result of the increasing deployment of Industrial-Internet-of-Things (IIoT) architectures,
large volumes of multidimensional data are continuously generated. An important issue with …

The role of big data analytics in Internet of Things

E Ahmed, I Yaqoob, IAT Hashem, I Khan, AIA Ahmed… - Computer Networks, 2017 - Elsevier
The explosive growth in the number of devices connected to the Internet of Things (IoT) and
the exponential increase in data consumption only reflect how the growth of big data …