The Role of AI and Machine Learning in Optimising Cloud Migration Processes
Published: 2024
Author(s) Name: Govindaiah Simuni, Amarantha Atla |
Author(s) Affiliation: Technology Manager.
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Abstract
The systematic literature review explores the role of Artificial Intelligence (AI) and Machine Learning (ML) in enhancing cloud migration processes. It highlights that these technologies improve efficiency by automating workload assessments, optimising resource allocation, and enabling predictive analytics for risk management. Key findings indicate that tools like AWS Migration Hub and Azure Migrate significantly streamline migrations, reducing costs and time. However, challenges like a shortage of qualified personnel and data security concerns persist. The review concludes that adopting AI and ML can lead to more effective cloud migration strategies, with future directions focusing on integrating emerging technologies and exploring user-centric approaches.
Keywords: AI, Machine Learning, Cloud Migration, Efficiency, Predictive Analytics
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