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 …

Orchestration in fog computing: A comprehensive survey

B Costa, J Bachiega Jr, LR De Carvalho… - ACM Computing …, 2022 - dl.acm.org
Fog computing is a paradigm that brings computational resources and services to the
network edge in the vicinity of user devices, lowering latency and connecting with cloud …

A survey on the computation offloading approaches in mobile edge computing: A machine learning-based perspective

A Shakarami, M Ghobaei-Arani, A Shahidinejad - Computer Networks, 2020 - Elsevier
With the rapid developments in emerging mobile technologies, utilizing resource-hungry
mobile applications such as media processing, online Gaming, Augmented Reality (AR) …

Fog computing: A taxonomy, systematic review, current trends and research challenges

J Singh, P Singh, SS Gill - Journal of Parallel and Distributed Computing, 2021 - Elsevier
There has been rapid development in the number of Internet of Things (IoT) connected
nodes and devices in our daily life in recent times. With this increase in the number of …

Solving the multi-objective problem of IoT service placement in fog computing using cuckoo search algorithm

C Liu, J Wang, L Zhou, A Rezaeipanah - Neural Processing Letters, 2022 - Springer
Abstract The Internet of Things (IoT) has led to the proliferation of networked computing
devices in the public, commercial, and private sectors. These devices often demand real …

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 …

Resource management in cloud and cloud-influenced technologies for internet of things applications

R Jeyaraj, A Balasubramaniam, AK MA… - ACM Computing …, 2023 - dl.acm.org
The trend of adopting Internet of Things (IoT) in healthcare, smart cities, Industry 4.0, and so
on is increasing by means of cloud computing, which provides on-demand storage and …

Autonomous computation offloading and auto-scaling the in the mobile fog computing: a deep reinforcement learning-based approach

F Jazayeri, A Shahidinejad… - Journal of Ambient …, 2021 - Springer
Abstract The Fog Computing (FC) paradigm is rapidly becoming an appropriate framework
for the infrastructure related to the Internet of Things (IoT). FC can be a good framework for …

A comprehensive review of AI techniques for resource management in fog computing: Trends, challenges and future directions

D Alsadie - IEEE Access, 2024 - ieeexplore.ieee.org
Fog computing (FC), extending cloud services to the network edge, has emerged as a key
paradigm for low-latency applications like the Internet of Things (IoT). However, efficient …

A survey on evaluating the quality of autonomic internet of things applications

K Fizza, A Banerjee, PP Jayaraman… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
The rapid evolution of the Internet of Things (IoT) facilitates the development of IoT
applications in domains such as manufacturing, smart cities, retail, agriculture, etc. Such IoT …