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Constructing Kubeflow Super Nodes with Karpenter

Offered By: CNCF [Cloud Native Computing Foundation] via YouTube

Tags

Kubernetes Courses Machine Learning Courses Cloud Computing Courses Cluster Management Courses Kubeflow Courses Karpenter Courses

Course Description

Overview

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Explore how to optimize AI/ML platforms on Kubernetes using Karpenter in this 29-minute conference talk from CNCF. Learn about automating the deployment, scaling, and management of complex applications, with a focus on running Machine Learning jobs that require diverse and powerful computing resources. Discover how Karpenter automatically selects and launches the most suitable compute resources for your cluster's applications. Gain insights into using Karpenter to choose the right machine architectures for running Kubeflow Notebooks and Pipelines, enhancing the efficiency of your AI/ML workflows on Kubernetes.

Syllabus

Constructing Kubeflow Super Nodes with Karpenter - Roland Barcia & Apoorva Kulkarni, AWS


Taught by

CNCF [Cloud Native Computing Foundation]

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