Resource allocation problem and artificial intelligence: the state-of-the-art review (2009–2023) and open research challenges

J Hassannataj Joloudari, S Mojrian, H Saadatfar… - Multimedia Tools and …, 2024 - Springer
With the increasing growth of information through smart devices, enhancing the quality of
human life necessitates the adoption of various computational paradigms including, cloud …

[PDF][PDF] Resource allocation optimization using artificial intelligence methods in various computing paradigms: A Review

JH Joloudari, R Alizadehsani, I Nodehi… - arXiv preprint arXiv …, 2022 - easychair.org
With the increasing growth of information through smart devices, increasing the quality level
of human life requires various computational paradigms presentation including the Internet …

The state-of-the-art review on resource allocation problem using artificial intelligence methods on various computing paradigms

JH Joloudari, S Mojrian, H Saadatfar, I Nodehi… - arXiv preprint arXiv …, 2022 - arxiv.org
With the increasing growth of information through smart devices, increasing the quality level
of human life requires various computational paradigms presentation including the Internet …

[PDF][PDF] Game theory and Evolutionary-optimization methods applied to resource allocation problems in emerging computing environments: a survey

F Rahmani, JH Joloudari… - arXiv preprint arXiv …, 2020 - ask.qcloudimg.com
Today's intelligent computing environments, including Internet of Things, cloud computing
and fog computing, allow many organizations around the world to optimize their resource …

A review on resource allocation methodologies in fog/edge computing

D Majumder, SM Kumar - 2022 8th International conference on …, 2022 - ieeexplore.ieee.org
Off late we have seen an increase in the usage of IOT devices in various domains. Such
devices are equipped with advanced data sensors that can gather environmental data …

Ai-Assisted Resource Allocation for improved business efficiency and profitability

GS Kumar, KK Ramachandran… - 2023 3rd …, 2023 - ieeexplore.ieee.org
The emergence of smart devices has raised demand for numerous computational
paradigms, including cloud computing, fog computing, and the Internet of Things. But even …

A Roadmap Towards Optimal Resource Allocation Approaches in the Internet of Things

J Zhou - International Journal of Advanced Computer Science …, 2023 - search.proquest.com
Introducing new technologies has facilitated people's lives more than ever. As one of these
emerging technologies, the Internet of Things (IoT) enables objects we handle daily to …

Profit aware Resource Allocation in Fog Computing: A Stackelberg Game Approach

A Doad, N Gupta, MS Obaidat, KS Jadon… - 2023 International …, 2023 - ieeexplore.ieee.org
Recently, Internet of Things (IoT) based smart systems have led to more latency-sensitive
and bandwidth hungry IoT applications. Fog computing as an extension of Cloud computing …

[PDF][PDF] Resource Allocation in Fog Computing based on Meta-Heuristic Approaches: A Systematic Review

AS Anu - IJCSNS, 2022 - researchgate.net
Resource allocation in fog computing is a rigorous and challenging task and the allocation
of appropriate resources to tasks generated by IoT users depends upon the QoS …

CRAQL: a novel clustering-based resource allocation using the Q-learning in fog environment

C Ahlawat, R Krishnamurthi - International Journal of Cloud …, 2024 - inderscienceonline.com
Fog computing is an emerging paradigm that provides services near the end-user. The
tremendous increase in IoT devices and big data leads to complexity in fog resource …