> ## Documentation Index
> Fetch the complete documentation index at: https://notes.kodekloud.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Course: Kubernetes Autoscaling

> Overview of Kubernetes autoscaling covering HPA VPA Cluster Autoscaler CPA and KEDA, with practical patterns, hands-on examples, and best practices for resilient scalable workloads

Notes for the **Kubernetes Autoscaling** course: 25 lessons across 6 sections.

## Manual Scaling

* [Course Overview](/docs/Kubernetes-Autoscaling/Manual-Scaling/Course-Overview/page.md)
* [Why Do We Need to Autoscale](/docs/Kubernetes-Autoscaling/Manual-Scaling/Why-Do-We-Need-to-Autoscale/page.md)
* [Manual HPA](/docs/Kubernetes-Autoscaling/Manual-Scaling/Manual-HPA/page.md)
* [Manual VPA](/docs/Kubernetes-Autoscaling/Manual-Scaling/Manual-VPA/page.md)

## Horizontal Pod Autoscaler (HPA)

* [What Is HPA](/docs/Kubernetes-Autoscaling/Horizontal-Pod-Autoscaler-HPA/What-Is-HPA/page.md)
* [HPA Architecture](/docs/Kubernetes-Autoscaling/Horizontal-Pod-Autoscaler-HPA/HPA-Architecture/page.md)
* [Custom Metrics Mechanisms](/docs/Kubernetes-Autoscaling/Horizontal-Pod-Autoscaler-HPA/Custom-Metrics-Mechanisms/page.md)
* [External Metrics Mechanisms](/docs/Kubernetes-Autoscaling/Horizontal-Pod-Autoscaler-HPA/External-Metrics-Mechanisms/page.md)
* [HPA Multiple Metrics](/docs/Kubernetes-Autoscaling/Horizontal-Pod-Autoscaler-HPA/HPA-Multiple-Metrics/page.md)
* [HPA Scaling Policy](/docs/Kubernetes-Autoscaling/Horizontal-Pod-Autoscaler-HPA/HPA-Scaling-Policy/page.md)
* [Scaling Behavior](/docs/Kubernetes-Autoscaling/Horizontal-Pod-Autoscaler-HPA/Scaling-Behavior/page.md)

## Vertical Pod Autoscaler (VPA)

* [VPA Architecture](/docs/Kubernetes-Autoscaling/Vertical-Pod-Autoscaler-VPA/VPA-Architecture/page.md)
* [VPA Setup Demo](/docs/Kubernetes-Autoscaling/Vertical-Pod-Autoscaler-VPA/VPA-Setup-Demo/page.md)
* [VPA Memory Lab](/docs/Kubernetes-Autoscaling/Vertical-Pod-Autoscaler-VPA/VPA-Memory-Lab/page.md)
* [VPA CPU Lab](/docs/Kubernetes-Autoscaling/Vertical-Pod-Autoscaler-VPA/VPA-CPU-Lab/page.md)
* [VPA CPU Memory in Action Demo](/docs/Kubernetes-Autoscaling/Vertical-Pod-Autoscaler-VPA/VPA-CPU-Memory-in-Action-Demo/page.md)
* [Summary Closure and Limitation of HPA VPA](/docs/Kubernetes-Autoscaling/Vertical-Pod-Autoscaler-VPA/Summary-Closure-and-Limitation-of-HPA-VPA/page.md)

## Cluster Proportional Autoscaler (CPA)

* [CPA Introduction](/docs/Kubernetes-Autoscaling/Cluster-Proportional-Autoscaler-CPA/CPA-Introduction/page.md)
* [Pod Priority and Preemption](/docs/Kubernetes-Autoscaling/Cluster-Proportional-Autoscaler-CPA/Pod-Priority-and-Preemption/page.md)

## Kubernetes Event-Driven Autoscaling (KEDA)

* [KEDA Introduction](/docs/Kubernetes-Autoscaling/Kubernetes-Event-Driven-Autoscaling-KEDA/KEDA-Introduction/page.md)
* [Installation Details](/docs/Kubernetes-Autoscaling/Kubernetes-Event-Driven-Autoscaling-KEDA/Installation-Details/page.md)
* [KEDA CPU Scaling](/docs/Kubernetes-Autoscaling/Kubernetes-Event-Driven-Autoscaling-KEDA/KEDA-CPU-Scaling/page.md)
* [KEDA CRON Scaling](/docs/Kubernetes-Autoscaling/Kubernetes-Event-Driven-Autoscaling-KEDA/KEDA-CRON-Scaling/page.md)
* [KEDA Scaling With Redis List](/docs/Kubernetes-Autoscaling/Kubernetes-Event-Driven-Autoscaling-KEDA/KEDA-Scaling-With-Redis-List/page.md)

## Introduction

* [Course Introduction](/docs/Kubernetes-Autoscaling/Introduction/Course-Introduction/page.md)


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