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 comprehensive review on multi-objective optimization techniques: Past, present and future

S Sharma, V Kumar - Archives of Computational Methods in Engineering, 2022 - Springer
Realistic problems typically have many conflicting objectives. Therefore, it is instinctive to
look at the engineering problems as multi-objective optimization problems. This paper briefly …

Task offloading in fog computing: A survey of algorithms and optimization techniques

N Kumari, A Yadav, PK Jana - Computer Networks, 2022 - Elsevier
The exponential growth in Internet of Things (IoT) devices and the limitations of cloud
computing in terms of latency and quality of service for time-sensitive applications have led …

Reinforcement learning methods for computation offloading: a systematic review

Z Zabihi, AM Eftekhari Moghadam… - ACM Computing …, 2023 - dl.acm.org
Today, cloud computation offloading may not be an appropriate solution for delay-sensitive
applications due to the long distance between end-devices and remote datacenters. In …

Offloading mechanisms based on reinforcement learning and deep learning algorithms in the fog computing environment

DH Abdulazeez, SK Askar - Ieee Access, 2023 - ieeexplore.ieee.org
Fog computing has emerged as a computing paradigm for resource-restricted Internet of
things (IoT) devices to support time-sensitive and computationally intensive applications …

Economic, environmental and social efficiency and effectiveness development in the sustainable crop agricultural sector: A systematic in-depth analysis review

H Taoumi, K Lahrech - Science of the Total Environment, 2023 - Elsevier
Multi-dimensional inclusion of economic, environmental, and social sustainability spheres
together are the most global concerns of the agricultural crop sector. Therefore, optimizing …

An integrated Fuzzy-BWM, Fuzzy-LBWA and V-Fuzzy-CoCoSo-LD model for gateway selection in fog-bolstered Internet of Things

SO Ogundoyin, IA Kamil - Applied Soft Computing, 2023 - Elsevier
This study proposes a fog gateway selection strategy based on a hybrid Multi-criteria
Decision-Making (MCDM) optimization model to avoid overwhelming the fog–cloud network …

E-AVOA-TS: Enhanced African vultures optimization algorithm-based task scheduling strategy for fog–cloud computing

R Ghafari, N Mansouri - Sustainable Computing: Informatics and Systems, 2023 - Elsevier
In fog computing, inefficient scheduling of user tasks causes more delays. Moreover, how to
schedule tasks that need to be offloaded to fog nodes or cloud nodes has not been fully …

An efficient task scheduling in fog computing using improved artificial hummingbird algorithm

R Ghafari, N Mansouri - Journal of Computational Science, 2023 - Elsevier
IoT edge devices have become more popular due to the rapid growth in IoT applications in
recent years. Task scheduling reduces latency and application computation times, while …

Task scheduling in fog environment—Challenges, tools & methodologies: A review

ZJK Abadi, N Mansouri, M Khalouie - Computer Science Review, 2023 - Elsevier
Even though cloud computing offers many advantages, it can be a poor choice sometimes
because of its slow response to existing requests, leading to the need for fog computing …