AI-based fog and edge computing: A systematic review, taxonomy and future directions

S Iftikhar, SS Gill, C Song, M Xu, MS Aslanpour… - Internet of Things, 2023 - Elsevier
Resource management in computing is a very challenging problem that involves making
sequential decisions. Resource limitations, resource heterogeneity, dynamic and diverse …

The convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT)

F Firouzi, B Farahani, A Marinšek - Information Systems, 2022 - Elsevier
Abstract The Internet of Things (IoT) tsunami, public embracement, and the ubiquitous
adoption of smart devices are affecting virtually every industry, directly or indirectly. The …

A novel fog computing approach for minimization of latency in healthcare using machine learning

A Kishor, C Chakraborty, W Jeberson - IJIMAI, 2021 - dialnet.unirioja.es
In the recent scenario, the most challenging requirements are to handle the massive
generation of multimedia data from the Internet of Things (IoT) devices which becomes very …

A systematic study of load balancing approaches in the fog computing environment

M Kaur, R Aron - The Journal of supercomputing, 2021 - Springer
Internet of Things has been growing, due to which the number of user requests on fog
computing layer has also increased. Fog works in a real-time environment and offers from …

Towards metaheuristic scheduling techniques in cloud and fog: an extensive taxonomic review

RM Singh, LK Awasthi, G Sikka - ACM Computing Surveys (CSUR), 2022 - dl.acm.org
Task scheduling is a critical issue in distributed computing environments like cloud and fog.
The objective is to provide an optimal distribution of tasks among the resources. Several …

Energy-aware metaheuristic algorithm for industrial-Internet-of-Things task scheduling problems in fog computing applications

M Abdel-Basset, D El-Shahat… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
In Industrial-Internet-of-Things (IIoT) applications, fog computing (FC) has soared as a
means to improve the Quality of Services (QoSs) provided to users through cloud computing …

Application placement in Fog computing with AI approach: Taxonomy and a state of the art survey

ZM Nayeri, T Ghafarian, B Javadi - Journal of Network and Computer …, 2021 - Elsevier
With the increasing use of the Internet of Things (IoT) in various fields and the need to
process and store huge volumes of generated data, Fog computing was introduced to …

[HTML][HTML] Priority-based task scheduling and resource allocation in edge computing for health monitoring system

Z Sharif, LT Jung, M Ayaz, M Yahya, S Pitafi - Journal of King Saud …, 2023 - Elsevier
New and innovative wearable IoT devices for health monitoring systems (HMS) have been
invented one after another. However, most of these devices are resource-constrained with …