Reinforcement learning based resource management for fog computing environment: Literature review, challenges, and open issues

H Tran-Dang, S Bhardwaj, T Rahim… - Journal of …, 2022 - ieeexplore.ieee.org
In the IoT-based systems, the fog computing allows the fog nodes to offload and process
tasks requested from IoT-enabled devices in a distributed manner instead of the centralized …

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 …

FRATO: Fog resource based adaptive task offloading for delay-minimizing IoT service provisioning

H Tran-Dang, DS Kim - IEEE Transactions on Parallel and …, 2021 - ieeexplore.ieee.org
In the IoT-based systems, the fog computing allows the fog nodes to offload and process
tasks requested from IoT-enabled devices in a distributed manner instead of the centralized …

RAPTS: resource aware prioritized task scheduling technique in heterogeneous fog computing environment

M Hussain, S Nabi, M Hussain - Cluster Computing, 2024 - Springer
Abstract The Internet of Things (IoT) is an emerging technology incorporating various
hardware devices and software applications to exchange, analyze, and process a huge …

[KİTAP][B] Cooperative and Distributed Intelligent Computation in Fog Computing

H Tran-Dang, DS Kim - 2023 - Springer
This book is meant to serve as a reference for those working in the field of fog computing,
including educators, researchers, professionals, and developers. The Internet of Things (IoT) …

State-of-the-art and research challenges in task scheduling and resource allocation methods for cloud-fog environment

PK Mishra, AK Chaturvedi - 2023 3rd International Conference …, 2023 - ieeexplore.ieee.org
When numerous users require a variety of resources to be made available as a service over
the internet, fog computing creates an extremely efficient computing environment. It is …

A survey on task allocation and scheduling in robotic network systems

S Alirezazadeh, LA Alexandre - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
Robotic networks are increasingly relied upon to perform complex tasks that require efficient
scheduling and task allocation to optimize processing power, resource management, and …

Resource Allocation Based on Task Priority and Resource Consumption in Edge Computing

GA Araújo, SF da Costa Bezerra… - Journal of Internet …, 2024 - journals-sol.sbc.org.br
The computational power of Internet of Things (IoT) devices is usually low, which makes it
necessary to process data and extract relevant information on devices with higher …

Priority-mece: a mobile edge cloud ecosystem based on priority tasks offloading

M Li, N **ong, Y Zhang, Y Hu - Mobile Networks and Applications, 2022 - Springer
With the rapid development of Internet of things, the traditional city model is no longer
applicable. Therefore, the emerging concept of smart city meets the needs of users. Smart …

Reinforcement learning-based resource allocation in fog networks

H Tran-Dang, DS Kim - … and Distributed Intelligent Computation in Fog …, 2023 - Springer
In IoT-based systems, fog computing allows the fog nodes to offload and process tasks
requested from IoT-enabled devices in a distributed manner instead of the centralized cloud …