Kubernetes Smart Scaling: Getting Started with Karpenter
CNCF [Cloud Native Computing Foundation] via YouTube
AI, Data Science & Cloud Certificates from Google, IBM & Meta
The Fastest Way to Become a Backend Developer Online
Overview
AI, Data Science & Cloud Certificates from Google, IBM & Meta — 40% Off
One plan covers every Professional Certificate on Coursera. 40% off Coursera Plus Annual.
Unlock All Certificates
Learn to implement and manage Karpenter, an open-source node provisioner, in this hands-on tutorial that demonstrates how to optimize Kubernetes cluster infrastructure. Master the setup process of Karpenter in Kubernetes clusters while exploring its automatic response capabilities to application load changes, scheduling requirements, and workload placement. Discover techniques for reducing cluster costs through efficient node management, including removing under-utilized nodes, implementing cost-effective alternatives, and consolidating workloads onto optimal resources. Gain practical experience with advanced Karpenter features such as scheduling constraint evaluation, continuous optimization through consolidation, and day-2 operations drift management, all designed to leverage cloud elasticity with rapid and simplified provisioning.
Syllabus
Tutorial: Kubernetes Smar... Changsu Lee, Raj Saha, Wilson Darko, Charlie McBride & Praseeda Sathaye
Taught by
CNCF [Cloud Native Computing Foundation]