Offloading using traditional optimization and machine learning in federated cloud–edge–fog systems: A survey

B Kar, W Yahya, YD Lin, A Ali - IEEE Communications Surveys …, 2023 - ieeexplore.ieee.org
The huge amount of data generated by the Internet of Things (IoT) devices needs the
computational power and storage capacity provided by cloud, edge, and fog computing …

Towards edge computing in intelligent manufacturing: Past, present and future

G Nain, KK Pattanaik, GK Sharma - Journal of Manufacturing Systems, 2022 - Elsevier
Abstract Industry 4.0 (I4. 0) is the fourth industrial revolution and a synonym for intelligent
manufacturing. It drives the convergence of several cutting-edge technologies to provoke …

A survey on industrial Internet of Things: A cyber-physical systems perspective

H Xu, W Yu, D Griffith, N Golmie - Ieee access, 2018 - ieeexplore.ieee.org
The vision of Industry 4.0, otherwise known as the fourth industrial revolution, is the
integration of massively deployed smart computing and network technologies in industrial …

Machine learning techniques in emerging cloud computing integrated paradigms: A survey and taxonomy

D Soni, N Kumar - Journal of Network and Computer Applications, 2022 - Elsevier
Cloud computing offers Infrastructure as a Service (IaaS), Platform as a Service (PaaS), and
Software as a Service (SaaS) to provide compute, network, and storage capabilities to the …

Smart factory in Industry 4.0

Z Shi, Y Xie, W Xue, Y Chen, L Fu… - Systems Research and …, 2020 - Wiley Online Library
The transformation from traditional manufacturing to intelligent manufacturing intrigues the
profound and lasting effect on the future manufacturing worldwide. Industry 4.0 was …

Multi-hop cooperative computation offloading for industrial IoT–edge–cloud computing environments

Z Hong, W Chen, H Huang, S Guo… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
The concept of the industrial Internet of things (IIoT) is being widely applied to service
provisioning in many domains, including smart healthcare, intelligent transportation …

Fog computing: from architecture to edge computing and big data processing

SP Singh, A Nayyar, R Kumar, A Sharma - The Journal of Supercomputing, 2019 - Springer
Cloud computing plays a vital role in processing a large amount of data. However, with the
arrival of the Internet of Things, huge data are generated from these devices. Thus, there is …

Production scheduling in the context of Industry 4.0: review and trends

M Parente, G Figueira, P Amorim… - International Journal of …, 2020 - Taylor & Francis
Notwithstanding its disruptive potential, which has been the object of considerable debate,
Industry4. 0 (I4. 0) operationalisation still needs significant study. Specifically, scheduling is …

Reinforcement learning based resource management for fog computing environment: Literature review, challenges, and open issues

H Tran-Dang, S Bhardwaj, T Rahim… - Journal of …, 2022 - ieeexplore.ieee.org
In the IoT-based systems, the fog computing allows the fog nodes to offload and process
tasks requested from IoT-enabled devices in a distributed manner instead of the centralized …

Non-linear adaptive closed-loop control system for improved efficiency in IoT-blockchain management

R Casado-Vara, P Chamoso, F De la Prieta, J Prieto… - Information …, 2019 - Elsevier
IoT network generates a large amount of data. This means that the monitoring and control of
these networks and the transfer of packets from the IoT network to the server can cause …