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Kevin Klues

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A Deep Dive on How To Leverage the NVIDIA GB200 for Ultra-Fast...Cloud Native AI + Kubeflow Day 20262026-03-23
NVIDIA GB200 NVL72 hardware connects 72 GPUs across 18 nodes with NVLink at ~800 GB/s and the DRA-based ComputeDomain CRD exposes IMX-level partitions to…
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Kubernetes WG Device Management - GPUs, TPUs, NICs and More With DRAKubeCon + CloudNativeCon Europe 20252025-04-01
DRA reaches beta in Kubernetes 1.32 and the WG moves features toward GA (targeting 1.34); scheduler-side logic, kubelet drivers and the pod resources API are…
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Running AI Workloads in Containers and KubernetesContainerDays Conference 20242024-09-03
Containers inject host GPU user space libraries at runtime using CDI specs so Docker 25 and runtimes can expose GPUs without bundling drivers and Nvidia ctk…
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Dynamic Resource Allocation - the path towards GAKubernetes Contributor Summit Europe 20242024-03-19
Dynamic Resource Allocation (DRA) is an alpha API from 1.26 that now tests two approaches: opaque parameters (vendor CRDs, custom pod scheduling context…
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A Deep Dive on Supporting Multi-Instance GPUs in Containers and KubernetesKubeCon + CloudNativeCon Europe 20212021-05-04
Demonstrates concrete MIG support for containers and Kubernetes using the nvidia container toolkit, nvidia k8s-device-plugin, and nvidia-mig-parted. Converts…
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Running Distributed TensorFlow on DC/OSMesosCon Europe 20172017-10-25
DC/OS adds a beta tensorflow package that automates distributed TensorFlow deployment: it generates the cluster spec, schedules GPU-aware tasks, restarts…
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My Application is Ready for Production... Now What?MesosCon North America 20172017-09-13
Shows concrete steps to deploy and debug apps on Mesos/DC/OS using Marathon, Minuteman VIPs, and overlay networks; demonstrates health checks killing tasks…
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