Edge artificial intelligence for industrial internet of things applications: an industrial edge intelligence solution

F Foukalas, A Tziouvaras - IEEE Industrial Electronics …, 2021 - ieeexplore.ieee.org
In this article, we study edge artificial intelligence (AI) for industrial Internet of Things (IIoT)
applications. We discuss edge AI technology, which is considered the combination of AI with …

Federated learning for industrial internet of things in future industries

DC Nguyen, M Ding, PN Pathirana… - IEEE Wireless …, 2021 - ieeexplore.ieee.org
The Industrial Internet of Things (IIoT) offers promising opportunities to revolutionize the
operation of industrial systems and become a key enabler of future industries. Recently …

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 …

[HTML][HTML] Brainyedge: An ai-enabled framework for iot edge computing

KH Le, KH Le-Minh, HT Thai - ICT Express, 2023 - Elsevier
Along with the proliferation of the Internet of Things (IoT) and the surge in the use of artificial
intelligence (AI), Edge Computing has proved considerable success in reducing latency …

A survey of recent advances in edge-computing-powered artificial intelligence of things

Z Chang, S Liu, X Xiong, Z Cai… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) has created a ubiquitously connected world powered by a
multitude of wired and wireless sensors generating a variety of heterogeneous data over …

Fusion of federated learning and industrial Internet of Things: A survey

P Boobalan, SP Ramu, QV Pham, K Dev, S Pandya… - Computer Networks, 2022 - Elsevier
Abstract Industrial Internet of Things (IIoT) lays a new paradigm for the concept of Industry
4.0 and paves an insight for new industrial era. Nowadays smart machines and smart …

Serious challenges and potential solutions for the industrial internet of things with edge intelligence

Y Zhang, H Huang, LX Yang, Y Xiang, M Li - IEEE Network, 2019 - ieeexplore.ieee.org
The Industrial Internet of Things (IIoT) can improve manufacturing efficiency, enhance
product quality, and reduce cost and pollution in industrial production, realizing intelligent …

Optimizing federated learning with deep reinforcement learning for digital twin empowered industrial IoT

W Yang, W Xiang, Y Yang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The accelerated development of the Industrial Internet of Things (IIoT) is catalyzing the
digitalization of industrial production to achieve Industry 4.0. In this article, we propose a …

Edge AI for Internet of Medical Things: A literature review

A Rocha, M Monteiro, C Mattos, M Dias… - Computers and …, 2024 - Elsevier
Abstract The Internet of Things (IoT) consists of heterogeneous devices such as wearables
and monitoring devices that collect data to provide autonomous decision-making and smart …

A comprehensive review and a taxonomy of edge machine learning: Requirements, paradigms, and techniques

W Li, H Hacid, E Almazrouei, M Debbah - AI, 2023 - mdpi.com
The union of Edge Computing (EC) and Artificial Intelligence (AI) has brought forward the
Edge AI concept to provide intelligent solutions close to the end-user environment, for …