Course: Kubernetes Autoscaling

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Manual Scaling

• Course Overview
• Why Do We Need to Autoscale
• Manual HPA
• Manual VPA

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Horizontal Pod Autoscaler (HPA)

• What Is HPA
• HPA Architecture
• Custom Metrics Mechanisms
• External Metrics Mechanisms
• HPA Multiple Metrics
• HPA Scaling Policy
• Scaling Behavior

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Vertical Pod Autoscaler (VPA)

• VPA Architecture
• VPA Setup Demo
• VPA Memory Lab
• VPA CPU Lab
• VPA CPU Memory in Action Demo
• Summary Closure and Limitation of HPA VPA

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Cluster Proportional Autoscaler (CPA)

• CPA Introduction
• Pod Priority and Preemption

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Kubernetes Event-Driven Autoscaling (KEDA)

• KEDA Introduction
• Installation Details
• KEDA CPU Scaling
• KEDA CRON Scaling
• KEDA Scaling With Redis List

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Introduction

• Course Introduction