AI-POWERED CLOUD RESOURCE MANAGEMENT: ENHANCING EFFICIENCY, SCALABILITY, AND COST OPTIMIZATION

Abstract

Cloud computing has revolutionized the way organizations manage and utilize IT resources. However, as thedemand for scalable services increases, managing cloud resources efficiently becomes increasingly complex. Thispaper explores the integration of Artificial Intelligence (AI) intO Cloud Resource management. We propose acomprehensive framework that leverages AI techniques such as machine learning, reinforcement learning, andoptimization algorithms to predict resource demand, automate provisioning, and optimize costs. Our experimentalresults demonstrate the efficacy of AI-driven models in improving resource utilization and reducing operationalcosts in cloud environments.