Unveiling the Application of Artificial Intelligence in Cloud Computing Environment

Artificial intelligence and machine learning play a significant role in solving the major issues and challenges of the cloud computing environment. Despite much research in this area, many aspects remain unexplored. The main objective of our research study is to analyze and unveil the major applications of artificial intelligence in the cloud computing environment. This paper highlights the role of artificial intelligence in the cloud computing environment. Literature studies have identified several applications, including resource scaling, cost optimization, performance optimization, threat detection, content creation, resource allocation, and more. Different machine learning algorithms that help in cloud computing tasks have also been explored. Major machine learning algorithms for cloud computing are K-means, SVM, K-NN, Naïve Bayes, SVD, and neural networks. The major research trends have also been explored in which cloud security is the most researched theme of cloud computing. The applications of artificial intelligence in the cloud environment make the cloud environment more cost-effective, secure, and efficient.

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Publication Details

Published
2024-11-20
DOI
https://doi.org/10.1109/icic63915.2024.11116294
Primary Topic
Internet of Things and AI
Type
article
Field-Weighted Citation Impact
0.00
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Unveiling the Application of Artificial Intelligence in Cloud Computing Environment

Affan Yasin, Muhammad Zubair, Muhammad Umair, Muhammad Hassan et al.
1 links
Internet of Things and AI
article

Unveiling the Application of Artificial Intelligence in Cloud Computing Environment

Affan Yasin, Muhammad Zubair, Muhammad Umair, Muhammad Hassan, Qianmu Li, Shoaib Hassan
article en

Abstract

Artificial intelligence and machine learning play a significant role in solving the major issues and challenges of the cloud computing environment. Despite much research in this area, many aspects remain unexplored. The main objective of our research study is to analyze and unveil the major applications of artificial intelligence in the cloud computing environment. This paper highlights the role of artificial intelligence in the cloud computing environment. Literature studies have identified several applications, including resource scaling, cost optimization, performance optimization, threat detection, content creation, resource allocation, and more. Different machine learning algorithms that help in cloud computing tasks have also been explored. Major machine learning algorithms for cloud computing are K-means, SVM, K-NN, Naïve Bayes, SVD, and neural networks. The major research trends have also been explored in which cloud security is the most researched theme of cloud computing. The applications of artificial intelligence in the cloud environment make the cloud environment more cost-effective, secure, and efficient.

University of Central Punjab (PK), Nanjing University of Science and Technology (CN), Xi’an Jiaotong-Liverpool University (CN)
Industry, innovation and infrastructure
Openalex Percentile: Top 49%
Internet of Things and AI
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