Energy efficient task scheduling in fog environment using deep reinforcement learning approach

S Swarup, EM Shakshuki, A Yasar - Procedia Computer Science, 2021 - Elsevier
The users of cloud span to several types of tasks for various purposes, such as users who
need to accomplish tasks that utilize cloud based on as Infrastructure as a Service. These …

A novel task scheduling model for fog computing

N Kaur, A Kumar, R Kumar - Inventive Communication and Computational …, 2021 - Springer
Fog computing is introduced to improve the performance of cloud computing by deploying
fog node (s) near the edge of the network in order to process the data locally. A fog node that …

A hyper heuristic algorithm for scheduling of fog networks

S Kabirzadeh, D Rahbari… - 2017 21st Conference of …, 2017 - ieeexplore.ieee.org
Fog computing is a new computing structure that brings the cloud to the edge of the network.
This structure is designed for applications that require a low latency. Fog computing has …

Resource management in fog computing using greedy and semi-greedy spider monkey optimization

SS Hajam, SA Sofi - Soft Computing, 2023 - Springer
With the proliferation in the internet of things (IoT), a variety of delay sensitive applications
have emerged over the past few years. Fog computing acts a viable computing paradigm for …

Resource allocation in fog computing: A review

KD Ahmed, SRM Zeebaree - International Journal of Science and …, 2021 - ideas.repec.org
Coupled with resource retrained system and devices, Internet of things network requires
effective utilization of Fog Computing system. With increasing demand and requirements for …

Resource scheduling in fog: Taxonomy and related aspects

S Malik, K Gupta - Journal of Computational and Theoretical …, 2019 - ingentaconnect.com
The era of technological advancements has arisen the need to cultivate the research
process to its fullest extent. Emerging technologies in the domain of service-oriented …

TARA: weighted majority cooperative game theory-based task assignment and resource allocation in 5G heterogeneous fog network for IoT

S Ghosh, D De - The Journal of Supercomputing, 2023 - Springer
A weighted majority cooperative game (WMCG) theory-based heterogeneous fog
architecture with fog-to-fog (F2F) communication is proposed in this article to reduce the …

Techniques for task scheduling in cloud and fog environment: a survey

RM Singh, LK Awasthi, G Sikka - … , India, November 22–23, 2019, Revised …, 2020 - Springer
Computing paradigms have evolved over the years in the form of parallel, distributed, grid,
cloud, and fog computing. Scheduling is a fundamental issue in distributed environments …

Presenting a meta-heuristic solution for optimal resource allocation in fog computing

X Ding, H Ding, F Zhou - Journal of Intelligent & Fuzzy Systems, 2024 - content.iospress.com
Given that cloud computing is a relatively new field of study, there is an urgent need for
comprehensive approaches to resource provisioning and the allocation of Internet of Things …

[PDF][PDF] Task scheduling in fog computing environment: An overview

N Sehgal, S Bansal, RK Bansal - International Journal of Engineering …, 2023 - academia.edu
The number of Internet of Things (IoT) devices and sensors has significantly expanded in
recent years. In general, fog computing increases cloud-based processing, storage, and …