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Building a Batch System for the Cloud with Kueue

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

Tags

Kubernetes Courses Machine Learning Courses Cloud Computing Courses High Performance Computing Courses Batch Processing Courses Kueue Courses

Course Description

Overview

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Explore the key concepts of Kueue, a cloud-native job scheduler, in this 29-minute conference talk. Learn how to address resource constraints in batch, HPC, and AI/ML clusters serving multiple teams and researchers. Discover how Kueue works in combination with the default Kubernetes scheduler, job controller, and cluster-autoscaler to provide a comprehensive batch system. Understand how Kueue implements job queueing, making decisions on when jobs should wait or start based on quotas and a hierarchy for fair resource sharing among teams. Gain insights into Kueue's effectiveness in cloud environments with heterogeneous, fungible resources that can be scaled for cost optimization. Learn how to model your teams and resources to transform your Kubernetes cluster into an efficient batch system using Kueue.

Syllabus

Building a Batch System for the Cloud with Kueue - Aldo Culquicondor, Google & Kante Yin, DaoCloud


Taught by

CNCF [Cloud Native Computing Foundation]

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