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 …

Deep learning for intelligent IoT: Opportunities, challenges and solutions

YB Zikria, MK Afzal, SW Kim, A Marin… - Computer …, 2020 - Elsevier
Next-generation wireless networks have to be robust and self-sustained. Internet of things
(IoT) is reshaping the technological adaptation in the daily life of human beings. IoT …

Machine learning, data mining, and big data analytics for 5G-enabled IoT

PK Aggarwal, P Jain, J Mehta, R Garg, K Makar… - Blockchain for 5G …, 2021 - Springer
With the tremendous growth of industries, 5G will prove to be a game changer. 5G network is
all about its high speed connectivity, low latency, and good coverage supporting …

Energy-efficient industrial Internet of Things: Overview and open issues

W Mao, Z Zhao, Z Chang, G Min… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
The last few decades have witnessed an explosive growth of the Internet-of-Things (IoT)
systems, which provide ubiquitous sensing and computing services. When adopted in …

Understanding of machine learning with deep learning: architectures, workflow, applications and future directions

MM Taye - Computers, 2023 - mdpi.com
In recent years, deep learning (DL) has been the most popular computational approach in
the field of machine learning (ML), achieving exceptional results on a variety of complex …

The role of big data analytics in industrial Internet of Things

MH ur Rehman, I Yaqoob, K Salah, M Imran… - Future Generation …, 2019 - Elsevier
Big data production in industrial Internet of Things (IIoT) is evident due to the massive
deployment of sensors and Internet of Things (IoT) devices. However, big data processing is …

Edge computing in industrial internet of things: Architecture, advances and challenges

T Qiu, J Chi, X Zhou, Z Ning… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
The Industrial Internet of Things (IIoT) is a crucial research field spawned by the Internet of
Things (IoT). IIoT links all types of industrial equipment through the network; establishes data …

Big data analytics in industrial IoT using a concentric computing model

MH ur Rehman, E Ahmed, I Yaqoob… - IEEE …, 2018 - ieeexplore.ieee.org
The unprecedented proliferation of miniaturized sensors and intelligent communication,
computing, and control technologies have paved the way for the development of the …

Deep reinforcement learning for blockchain in industrial IoT: A survey

Y Wu, Z Wang, Y Ma, VCM Leung - Computer Networks, 2021 - Elsevier
With the ambitious plans of renewal and expansion of industrialization in many countries,
the efficiency, agility and cost savings potentially resulting from the application of industrial …

Advancements in accelerating deep neural network inference on aiot devices: A survey

L Cheng, Y Gu, Q Liu, L Yang, C Liu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The amalgamation of artificial intelligence with Internet of Things (AIoT) devices have seen a
rapid surge in growth, largely due to the effective implementation of deep neural network …