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 …

[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 …

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 …

Optimizing Resource Allocation in Cloud Infrastructure through AI Automation: A Comparative Study

MJ Karamthulla, JNA Malaiyappan, R Tillu - Journal of Knowledge …, 2023 - jklst.org
Optimizing resource allocation in cloud infrastructure is paramount for ensuring efficient
utilization of computing resources and minimizing operational costs. With the proliferation of …

Recent advancements in resource allocation techniques for cloud computing environment: a systematic review

SHH Madni, MSA Latiff, Y Coulibaly, SM Abdulhamid - cluster computing, 2017 - Springer
There are two actors in cloud computing environment cloud providers and cloud users. On
one hand cloud providers hold enormous computing resources in the cloud large data …

Non-dominated Sorting Genetic Algorithm (NSGA-III) for effective resource allocation in cloud

AJ Miriam, R Saminathan, S Chakaravarthi - Evolutionary Intelligence, 2021 - Springer
Resource management system helps the enterprises to coordinate the IT resources in
connection to the action performed by the key players such as cloud customers and service …

[PDF][PDF] Adopting artificial intelligence and deep learning techniques in cloud computing for operational efficiency

S Achar - International Journal of Information and …, 2022 - researchgate.net
Artificial intelligence (AI) is being increasingly incorporated into many applications across
various sectors such as health, education, security, and agriculture. Recently, there has …

CloudAIBus: a testbed for AI based cloud computing environments

S Velu, SS Gill, SS Murugesan, H Wu, X Li - Cluster Computing, 2024 - Springer
Smart resource allocation is essential for optimising cloud computing efficiency and
utilisation, but it is also very challenging as traditional approaches often overprovision CPU …

[HTML][HTML] Game theory and evolutionary optimization approaches applied to resource allocation problems in computing environments: A survey

S Shamshirband, JH Joloudari… - Mathematical …, 2021 - aimspress.com
Today's intelligent computing environments, including the Internet of Things (IoT), Cloud
Computing (CC), Fog Computing (FC), and Edge Computing (EC), allow many …

Deep Learning-Based Prediction of CPU and Memory Consumption for Cost-Efficient Cloud Resource Allocation

RSSK Dittakavi - Sage Science Review of Applied …, 2021 - journals.sagescience.org
Cloud computing has become an integral part of modern IT infrastructure, offering scalable
resources and services on-demand. However, the economic implications of cloud usage are …