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Diana Gaponcic

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AI, CERN, and the Quest for GPU Custody: How CERN Leverages DRA for Efficient GPU SharingCloud Native + Kubernetes AI Day Europe 20252025-04-01
CERN centralizes GPUs into a shared pool and reduces idle time by combining time-slicing, NVIDIA MPS, and MIG (up to seven isolated instances) with Dynamic…
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GPU Sharing at CERN: Cutting the Cake Without Losing a Slice!KubeCon + CloudNativeCon Europe 20252025-04-01
Centralize GPUs with Kubernetes DRA 1.42 beta and an NVIDIA DRA driver to allocate time-slice, MPS or MIG without node relabels; benchmarks on an A1 40GB card…
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A Scalable Platform for Training and Inference Using KubeflowKubeflow Summit Europe 20242024-03-19
CERN runs a Kubeflow-based platform that manages the full ML lifecycle from GitLab-built container training images to notebooks, TensorBoard and Triton…
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