Unveiling the Application of Artificial Intelligence in Cloud Computing Environment

Unveiling the Application of Artificial Intelligence in Cloud Computing Environment

연구 분야: Networking

학회: 2024 5th International Conference on Innovative Computing (ICIC)

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.