AI-empowered fog/edge resource management for IoT applications: A comprehensive review, research challenges and future perspectives

GK Walia, M Kumar, SS Gill - IEEE Communications Surveys & …, 2023 - ieeexplore.ieee.org
The proliferation of ubiquitous Internet of Things (IoT) sensors and smart devices in several
domains embracing healthcare, Industry 4.0, transportation and agriculture are giving rise to …

Resource provisioning in edge/fog computing: A comprehensive and systematic review

A Shakarami, H Shakarami, M Ghobaei-Arani… - Journal of Systems …, 2022 - Elsevier
Close computing paradigms such as fog and edge have become promising technologies for
mobile applications running on pervasive mobile equipment utilized by a wide range of …

Design, resource management, and evaluation of fog computing systems: a survey

I Martinez, AS Hafid, A Jarray - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
A steady increase in Internet-of-Things (IoT) applications needing large-scale computation
and long-term storage has lead to an overreliance on cloud computing. The resulting …

A survey on mobility of edge computing networks in IoT: State-of-the-art, architectures, and challenges

FS Abkenar, P Ramezani, S Iranmanesh… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Edge computing leverages computing resources closer to the end-users at the edge of the
network, rather than distant cloud servers in the centralized IoT architecture. Edge …

A cost-efficient auto-scaling mechanism for IoT applications in fog computing environment: a deep learning-based approach

M Etemadi, M Ghobaei-Arani, A Shahidinejad - Cluster Computing, 2021 - Springer
The fog computing model has emerged as a viable infrastructure for serving IoT applications
in recent years. In the fog ecosystem, it is essential to manage resources for different …

[HTML][HTML] Mobility-aware fog computing in dynamic networks with mobile nodes: A survey

K Ostrowski, K Małecki, P Dziurzański… - Journal of Network and …, 2023 - Elsevier
Fog computing is an evolving paradigm that addresses the latency-oriented performance
and spatio-temporal issues of the cloud services by providing an extension to the cloud …

Classification of resource management approaches in fog/edge paradigm and future research prospects: A systematic review

P Kansal, M Kumar, OP Verma - The Journal of Supercomputing, 2022 - Springer
The fog paradigm extends the cloud capabilities at the edge of the network. Fog computing-
based real-time applications (Online gaming, 5G, Healthcare 4.0, Industrial IoT, autonomous …

A systematic review on resource provisioning in fog computing

K Kaur, A Singh, A Sharma - Transactions on Emerging …, 2023 - Wiley Online Library
Resource provisioning is allocating resources to clients over the Internet and plays a
prominent role in cloud computing infrastructure‐as‐a‐service (IaaS). The main issues of …

Opportunistic uav deployment for intelligent on-demand iov service management

H Sami, R Saado, A El Saoudi… - … on Network and …, 2023 - ieeexplore.ieee.org
Due to the current improvement in self-driving cars and the extensive focus and research on
the topic of the Internet of Vehicles (IoV), the near future may behold a great revolution in the …

Design & Dimensioning of a UAV Set Covering in High-Traffic IoT-Fog Environments

I Martinez, AS Hafid, M Gendreau - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
The fog-computing paradigm provides low-latency processing and storage between Internet
of Things (IoT) applications and Cloud data centres. Normal IoT activity may produce …