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What is Kubernetes autoscaling and how does it work?

An example of an AI chatbot conversation about Kubernetes autoscaling and its functionality.

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You

What is Kubernetes autoscaling and how does it work?

MagicBuddy
MagicBuddy

Kubernetes autoscaling automatically adjusts the number of pods in a deployment based on CPU utilization or other select metrics.

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You

What are the different types of autoscaling in Kubernetes?

MagicBuddy
MagicBuddy

There are mainly two types: Horizontal Pod Autoscaler (HPA) and Vertical Pod Autoscaler (VPA). HPA scales the number of pods, while VPA adjusts the resource requests and limits.

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You

How do I set up Horizontal Pod Autoscaler?

MagicBuddy
MagicBuddy

You can set it up using the kubectl autoscale command, specifying the deployment name, desired CPU utilization, and the minimum and maximum number of pods.

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You

Can I use custom metrics for autoscaling?

MagicBuddy
MagicBuddy

Yes, you can use custom metrics by integrating with the Kubernetes Metrics API or using external metrics providers.

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