AI Research
Right-sizing Recommendations (RSR): Cloud Workload Conformal Prediction for Virtual Machines in Data Center Operations
Managing cloud infrastructure efficiently, especially in environments of large cloud providers or hyperscalers, requires optimizing the use of physical resources to minimize costs and maximize performance. Selecting the right virtual machine (VM) sizes is crucial to achieving cos...
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ArXiv CS.AI
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ArXiv CS.AI
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This research leverages conformal prediction to provide more accurate and reliable right-sizing recommendations for cloud virtual machines. By better quantifying uncertainty in workload utilization, it enables more efficient resource allocation and cost savings in dynamic data center environments.
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