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1
Intro
2
HPA Basics
3
Utilisation - definition
4
When to use HPA
5
How to enable HPA
6
Setting HPA target
7
Best practices for HPA
8
VPA Basics
9
Why VPA?
10
VPA Modes
11
When to use VPA
12
How to enable VPA
13
Best practices for VPA
14
Mixing HPA and VPA
15
Savings with VPA
16
CA Basics
17
When to use CA
18
Supported Cloud Providers
19
How to enable CA
20
Best practices for CA
21
Savings with CA
Description:
Explore the fundamentals of autoscaling in Kubernetes with this informative conference talk by Marcin Wielgus and Beata Lach from Google. Learn how to optimize cluster costs and enhance workload robustness through dynamic adjustments based on current traffic. Discover the mechanics of Cluster, Horizontal Pod, and Vertical Pod Autoscalers, along with their latest features and best practices for production deployment. Gain insights into utilization definitions, when and how to enable different autoscaling types, setting targets, and mixing HPA and VPA. Understand the potential savings and benefits of implementing autoscaling strategies across various cloud providers. Equip yourself with the knowledge to effectively apply autoscaling techniques in your Kubernetes environment.

Introduction to Autoscaling

CNCF [Cloud Native Computing Foundation]
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