A novel resource management framework for fog computing by using machine learning algorithm

ST Manukumar, V Muthuswamy - Research Anthology on Machine …, 2022 - igi-global.com
With the development of edge devices and mobile devices, the authenticated fast access for
the networks is necessary and important. To make the edge and mobile devices smart, fast …

A review of resource management in fog computing: Machine learning perspective

M Fahimullah, S Ahvar, M Trocan - arXiv preprint arXiv:2209.03066, 2022 - arxiv.org
Fog computing becomes a promising technology to process user's requests near the
proximity of users to reduce response time for latency-sensitive requests. Despite its …

Relief: A reinforcement learning-based real-time task assignment strategy in emerging fault-tolerant fog computing

R Siyadatzadeh, F Mehrafrooz, M Ansari… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Due to the real-time requirements in several IoT applications, fog computing has emerged to
overcome the long latency and other constraints of cloud computing. Due to the high …

Research on fog resource scheduling based on cloud-fog collaboration technology in the electric internet of things

Y Zhu, Y Wang, W Liang - Recent Advances in Electrical & …, 2021 - ingentaconnect.com
Background: With the further development of the electric Internet of Things (eIoT), IoT
devices in the distributed network generate data with different frequencies and types …

[PDF][PDF] Optimal resource allocation in fog computing for healthcare applications

S Khan, IA Shah, N Tairan, H Shah… - Comput. Mater …, 2022 - academia.edu
In recent years, the significant growth in the Internet of Things (IoT) technology has brought a
lot of attention to information and communication industry. Various IoT paradigms like the …

Content-centric data and computation offloading in AI-supported fog networks for next generation IoT

I Koek, S Özdemir - Pervasive and Mobile Computing, 2022 - Elsevier
Abstract Fog Computing (FC) based IoT applications are encountering a bottleneck in the
data management and resource optimization due to the dynamic IoT topologies, resource …

B-ReST: Blockchain-enabled resource sharing and transactions in fog computing

Y Gao, W Wu, P Si, Z Yang… - IEEE Wireless …, 2021 - ieeexplore.ieee.org
Driven by the extensively emerging applications requiring big data processing, a series of
heterogeneous network architectures have been proposed to meet user experience …

Energy-aware marine predators algorithm for task scheduling in IoT-based fog computing applications

M Abdel-Basset, R Mohamed… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
To improve the quality of service (QoS) needed by several applications areas, the Internet of
Things (IoT) tasks are offloaded into the fog computing instead of the cloud. However, the …

Task offloading algorithms for novel load balancing in homogeneous fog network

J Yan, J Wu, Y Wu, L Chen, S Liu - 2021 IEEE 24th …, 2021 - ieeexplore.ieee.org
Fog computing has become an emerging distributed computing paradigm to provide
services with low latency and high throughput. However, load unbalance is serious due to …

A clustering-based optimization of resource utilization in fog computing

H Wadhwa, R Aron - … of International Conference on Advanced Computing …, 2022 - Springer
The fog computing paradigm is an amalgamation of traditional technologies to assist
massive data-generated IoT environments. A derivative of cloud computing that delivers …