AI-Driven Predictive Maintenance for Cloud Infrastructure: Advancements, Challenges, and Future Directions

Abstract

With the exponential growth of cloud computing infrastructure, ensuring optimal performance and reliability has become paramount. Traditional reactive maintenance strategies are no longer sufficient to meet the demands of modern cloud environments. This research paper explores the application of artificial intelligence (AI) in predictive maintenance for cloud infrastructure. It discusses the advancements, challenges, and future directions in leveraging AI-driven predictive maintenance techniques to enhance the efficiency, reliability, and cost-effectiveness of cloud services.