TY - GEN
T1 - Unveiling the Application of Artificial Intelligence in Cloud Computing Environment
AU - Hassan, Shoaib
AU - Li, Qianmu
AU - Hassan, Muhammad
AU - Yasin, Affan
AU - Zubair, Muhammad
AU - Umair, Muhammad
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - 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.
AB - 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.
KW - Artificial Intelligence
KW - Cloud Computing
KW - Cloud Security
KW - Machine Learning
KW - Neural Network
UR - https://www.scopus.com/pages/publications/105015791000
U2 - 10.1109/ICIC63915.2024.11116294
DO - 10.1109/ICIC63915.2024.11116294
M3 - Conference Proceeding
AN - SCOPUS:105015791000
T3 - 2024 5th International Conference on Innovative Computing, ICIC 2024 - Proceedings
BT - 2024 5th International Conference on Innovative Computing, ICIC 2024 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 5th International Conference on Innovative Computing, ICIC 2024
Y2 - 20 November 2024 through 21 November 2024
ER -