Multi-Target-Aware Dynamic Resource Scheduling for Cloud-Fog-Edge Multi-Tier Computing Network

P Zhang, N Chen, G Xu, N Kumar… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
With the maturity of 5G and Intelligent Transportation Systems (ITS) technologies and the
prospect of Beyond 5G (B5G) and 6G technologies, the limited lifetime and computing of …

Deep learning-based energy-efficient computational offloading strategy in heterogeneous fog computing networks

I Sarkar, S Kumar - The Journal of Supercomputing, 2022 - Springer
In the era of the Internet of Things (IoT), the volume of data is increasing immensely causing
rapid growth in network data communication and data congestion. Computational offloading …

[HTML][HTML] Multi-objective optimization for task offloading based on network calculus in fog environments

Q Ren, K Liu, L Zhang - Digital Communications and Networks, 2022 - Elsevier
With the widespread application of wireless communication technology and continuous
improvements to Internet of Things (IoT) technology, fog computing architecture composed …

FoGMatch: an intelligent multi-criteria IoT-Fog scheduling approach using game theory

S Arisdakessian, OA Wahab, A Mourad… - IEEE/ACM …, 2020 - ieeexplore.ieee.org
Cloud computing has long been the main backbone that Internet of Things (IoT) devices rely
on to accommodate their storage and analytical needs. However, the fact that cloud systems …

Joint task offloading and resource allocation for delay-sensitive fog networks

M Mukherjee, S Kumar, M Shojafar… - ICC 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
Computational offloading becomes an important and essential research issue for the delay-
sensitive task completion at resource-constraint end-users. Fog computing that extends the …

Application offloading strategy for hierarchical fog environment through swarm optimization

M Adhikari, SN Srirama… - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
Nowadays, billions of Internet-of-Things devices generate various types of delay-sensitive
tasks to process within a limited time frame. By processing the tasks at the network edge …

Dots: Delay-optimal task scheduling among voluntary nodes in fog networks

G Zhang, F Shen, N Chen, P Zhu… - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
Through offloading the computing tasks of the task nodes (TNs) to the fog nodes (FNs)
located at the network edge, the fog network is expected to address the unacceptable …

An Intelligent Scheduling Strategy in Fog Computing System Based on Multi-Objective Deep Reinforcement Learning Algorithm

MA Ibrahim, S Askar - IEEE Access, 2023 - ieeexplore.ieee.org
Fog computing (FC) has recently emerged as a promising new paradigm that provides
resource-intensive Internet of Things (IoT) applications with low-latency services at the …

Catalyzing cloud-fog interoperation in 5G wireless networks: An SDN approach

P Yang, N Zhang, Y Bi, L Yu, XS Shen - IEEE Network, 2017 - ieeexplore.ieee.org
The growing storage and compute stacks in cloud data centers are expected to
accommodate the majority of Internet traffic in the future. However, as the number of mobile …

Multi-Objective Harris Hawks Optimization Based Task Scheduling in Cloud-Fog Computing

A Ali, SAA Shah, T Al Shloul, M Assam… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
The cloud-fog computing paradigm is a novel hybrid computing model that delivers
computational services to Fog nodes situated near data sources. This paradigm features a …