Computational intelligence and deep learning for next-generation edge-enabled industrial IoT

S Tang, L Chen, K He, J Xia, L Fan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this paper, we investigate how to deploy computational intelligence and deep learning
(DL) in edge-enabled industrial IoT networks. In this system, the IoT devices can …

Boosting edge intelligence with collaborative cross-edge analytics

H Jin, L Jia, Z Zhou - IEEE Internet of Things journal, 2020 - ieeexplore.ieee.org
Edge intelligence is emerging as a new interdiscipline to accelerate the convergence of
artificial intelligence (AI) and Internet of Things (IoT). By applying edge computing, edge …

Understanding edge computing: Engineering evolution with artificial intelligence

JH Huh, YS Seo - IEEE Access, 2019 - ieeexplore.ieee.org
The key to the explosion of the Internet of Things and the ability to collect, analyze, and
provide big data in the cloud is edge computing, which is a new computing paradigm in …

The internet of things and architectures of big data analytics: Challenges of intersection at different domains

D Fawzy, SM Moussa, NL Badr - IEEE Access, 2022 - ieeexplore.ieee.org
The current exponential advancements in the Internet of Things (IoT) technologies pave a
vast intelligent computing platform by integrating smart objects with sensing, processing and …

Distributed intelligence at the edge on IoT networks

T Alam, B Rababah, A Ali, S Qamar - Annals of Emerging …, 2020 - aetic.theiaer.org
The Internet of Things (IoT) has revolutionized innovation to collect and store the information
received from physical objects or sensors. The smart devices are linked to a repository that …

Edge computing for smart grid: An overview on architectures and solutions

F Samie, L Bauer, J Henkel - IoT for Smart Grids: Design Challenges and …, 2019 - Springer
Abstract Internet of Things (IoT) has made small objects and things to be networked and
interconnected, and even connected to the Internet in order to offer advanced control and …

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 …

HIDEchain: A user-centric secure edge computing architecture for healthcare IoT devices

R Bosri, AR Uzzal, A Al Omar… - … -IEEE Conference on …, 2020 - ieeexplore.ieee.org
Cloud-based IoT architectures are expecting a fast data transfer rate within a limited
bandwidth. But achieving a fast data transfer rate is becoming more difficult gradually, with …

A novel application/infrastructure co-design approach for real-time edge video analytics

M Mendieta, C Neff, D Lingerfelt, C Beam… - 2019 …, 2019 - ieeexplore.ieee.org
Recent advances in machine learning and deep learning have enabled many existing
applications in smart cities, autonomous systems, and wearable devices. These applications …

SDN-Aided edge computing-enabled AI for IoT and smart cities

R Singh, SK Singh, S Kumar, SS Gill - SDN-supported edge-cloud …, 2022 - taylorfrancis.com
In today's internet of things (IoT), a vast amount of data is produced by numerous connected
devices. Previously, the data produced was uploaded to thee cloud for communicating with …