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Unveiling the Application of Artificial Intelligence in Cloud Computing Environment

  • Shoaib Hassan*
  • , Qianmu Li
  • , Muhammad Hassan
  • , Affan Yasin
  • , Muhammad Zubair
  • , Muhammad Umair
  • *Corresponding author for this work
  • Nanjing University of Science and Technology
  • University of Central Punjab

Research output: Chapter in Book or Report/Conference proceedingConference Proceedingpeer-review

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.

Original languageEnglish
Title of host publication2024 5th International Conference on Innovative Computing, ICIC 2024 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798331519292
DOIs
Publication statusPublished - 2024
Event5th International Conference on Innovative Computing, ICIC 2024 - Lahore, Pakistan
Duration: 20 Nov 202421 Nov 2024

Publication series

Name2024 5th International Conference on Innovative Computing, ICIC 2024 - Proceedings

Conference

Conference5th International Conference on Innovative Computing, ICIC 2024
Country/TerritoryPakistan
CityLahore
Period20/11/2421/11/24

Keywords

  • Artificial Intelligence
  • Cloud Computing
  • Cloud Security
  • Machine Learning
  • Neural Network

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