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Msr Prasad

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Optimizing Resource Allocation in Cloud Computing Environments using Reinforcement Learning

Cloud computing resource allocation remains a critical challenge, with organizations wasting an estimated $109 billion annually on idle or over-provisioned resources. Traditional allocation strategies—static provisioning, threshold-based autoscaling, and time-series forecasting—fail to capture the complex, non-stationa...

Msr Prasad · 0 citations

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