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November 12-15
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Tutorial: Get the Most Out of Your GPUs on Kubernetes with the GPU Operator - Eduardo Arango Gutierrez, Tariq Ibrahim, Amanda Moran & Christopher Desiniotis, NVIDIA; David Porter, Google
Wednesday November 13, 2024 4:30pm - 6:00pm MST
Salt Palace | Level 1 | Grand Ballroom ACE
NVIDIA’s GPU operator has become the de-facto standard for managing GPUs in Kubernetes at scale. This tutorial provides in-depth, hands-on training on the various GPU sharing techniques that are possible with the GPU operator. Participants will learn to deploy jobs utilizing these sharing techniques, as well as get hands-on experience on the installation and configuration of the NVIDIA GPU Operator itself. This includes an in-depth exploration of its two primary CRDs: ClusterPolicy and NVIDIADriver. These CRDs are essential for configuring GPU-accelerated nodes, enabling GPU sharing mechanisms, and performing GPU driver upgrades. The session will culminate with practical use cases, such as training an AI/ML model and giving participants firsthand experience in managing a GPU-accelerated Kubernetes cluster.
Speakers
avatar for Christopher Desiniotis

Christopher Desiniotis

Senior Systems Software Engineer, NVIDIA
Christopher Desiniotis is a Senior Systems Software Engineer on the Cloud Native team at NVIDIA where he works on enabling GPUs in containers and Kubernetes. He is a maintainer of the NVIDIA GPU Operator, a widely used tool for managing GPUs in Kubernetes, and is focused on increasing... Read More →
avatar for David Porter

David Porter

Senior Software Engineer Google, Google
David Porter is a Senior Software Engineer at Google on the Kubernetes node team. David’s focus is on the kubelet node agent and the resource management area. He is primary maintainer of cAdvisor, a resource monitoring library widely used in kubernetes, reviewer of a SIG Node, and... Read More →
avatar for Eduardo Arango Gutierez DE

Eduardo Arango Gutierez DE

Senior systems software engineer, NVIDIA
Eduardo is a Senior Systems Software Engineer at NVIDIA, working on the Cloud Native Technologies team. Eduardo has focused on enabling users to build and deploy containers on distributed environments.
avatar for Tariq Ibrahim

Tariq Ibrahim

Senior Software Engineer, NVIDIA
Tariq Ibrahim is a Senior Cloud Platform Engineer on the Cloud Native team at NVIDIA where he works on enabling GPUs in containers and Kubernetes. He is a maintainer of the NVIDIA GPU Operator. He has also contributed to several cloud native OSS projects like kube-state-metrics, Istio... Read More →
avatar for Amanda Moran

Amanda Moran

https://www.nvidia.com/en-us/, NVIDIA
Amanda has been working in technology since graduating from SCU in 2012 with a Master’s in Science in CS. Prior to this she had graduated with an BS in Biology from UW. Amanda has worked the last 12 years as a Software Engineer, a Solutions Architect, and an Engineering Manager... Read More →
Wednesday November 13, 2024 4:30pm - 6:00pm MST
Salt Palace | Level 1 | Grand Ballroom ACE
  Tutorials, AI + ML

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