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Put the 'Auto' into Autoscaling - Make K8s VPA and HPA Work Together for Optimal Resource Provisioning

Platform Engineering via YouTube

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Learn how to optimize resource provisioning in Kubernetes by leveraging machine learning to make Vertical Pod Autoscaler (VPA) and Horizontal Pod Autoscaler (HPA) work together effectively. Explore solutions to the challenges of autoscaling, including resource waste and performance risks, without the need for constant manual adjustments. Discover how to implement high-accuracy autoscaling with minimal effort, ensuring optimal resource utilization and system stability in your Kubernetes environment.

Syllabus

Put the ‘auto’ into autoscaling—make K8s VPA and HPA work together for optimal resource provisioning

Taught by

Platform Engineering

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