Published August 21, 2021
| Version v1
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AI-POWERED CLOUD RESOURCE MANAGEMENT: ENHANCING EFFICIENCY, SCALABILITY, AND COST OPTIMIZATION
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Description
Cloud computing has revolutionized the way organizations manage and utilize IT resources. However, as the
demand for scalable services increases, managing cloud resources efficiently becomes increasingly complex. This
paper explores the integration of Artificial Intelligence (AI) intO Cloud Resource management. We propose a
comprehensive framework that leverages AI techniques such as machine learning, reinforcement learning, and
optimization algorithms to predict resource demand, automate provisioning, and optimize costs. Our experimental
results demonstrate the efficacy of AI-driven models in improving resource utilization and reducing operational
costs in cloud environments.
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Dates
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2021-08-21