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 language | English |
|---|---|
| Title of host publication | 2024 5th International Conference on Innovative Computing, ICIC 2024 - Proceedings |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| ISBN (Electronic) | 9798331519292 |
| DOIs | |
| State | Published - 2024 |
| Externally published | Yes |
| Event | 5th International Conference on Innovative Computing, ICIC 2024 - Lahore, Pakistan Duration: 20 Nov 2024 → 21 Nov 2024 |
Publication series
| Name | 2024 5th International Conference on Innovative Computing, ICIC 2024 - Proceedings |
|---|
Conference
| Conference | 5th International Conference on Innovative Computing, ICIC 2024 |
|---|---|
| Country/Territory | Pakistan |
| City | Lahore |
| Period | 20/11/24 → 21/11/24 |
Bibliographical note
Publisher Copyright:© 2024 IEEE.
Keywords
- Artificial Intelligence
- Cloud Computing
- Cloud Security
- Machine Learning
- Neural Network
ASJC Scopus subject areas
- Information Systems and Management
- Modeling and Simulation
- Artificial Intelligence
- Computer Networks and Communications
- Computer Science Applications
- Health Informatics
Cite this
- APA
- Author
- BIBTEX
- Harvard
- Standard
- RIS
- Vancouver