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Optimizing AI Workloads with NVIDIA GPUs, Time Slicing, and Karpenter
Maximizing GPU efficiency in your Kubernetes environment In this article, we will explore how to deploy GPU-based workloads in an EKS cluster using the Nvidia Device Plugin, and ensuring efficient GPU utilization through features like Time Slicing. We will also discuss setting up node-level autoscaling to optimize GPU resources with solutions like Karpenter. By implementing these strategies, you can maximize GPU efficiency and scalability in your Kubernetes environment. Additionally, we will delve into practical configurations…
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