Scaling Explained Through Kubernetes HPA, VPA, KEDA & Cluster Autoscaler

DevOps & AI Toolkit July 1, 2024
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DevOps & AI Toolkit

@devopstoolkit

About

We want to help you learn the tools and the processes that you should be using and applying in your day-to-day job. We want to help you make decisions. What works well, what doesn't work, why you should choose one tool over the other, and how to get up-to-speed quickly. Which tool works the best for a given task? What should we explore in more depth, and what is a waste of time? This channel has AI & DevOps in the name because we believe that the only way forward is to combine different types of expertise, be it development, or operations, or AI, or anything else. Ultimately, we need to be able to develop, test, deploy, and operate our systems without friction caused by silos formed around distinct types of expertise. Hence, our focus is on bridging the gap by focusing on the topics that allow developers, operators, and everyone else to work together by adopting tools and processes that are relevant today and foster collaboration. Viktor Farcic & Darin Pope

Video Description

Discover the secrets behind effectively scaling your applications and servers with this dive into Kubernetes scaling mechanisms. This video demystifies the concepts of Horizontal Pod Autoscaler (HPA), Vertical Pod Autoscaler (VPA), Kubernetes Event-driven Autoscaling (KEDA), and Cluster Autoscaler. Learn when and how to use each tool, understand their differences, and catch a glimpse of real-world scenarios that showcase their capabilities. #KubernetesScaling #PodAutoscaling #KubernetesTutorial #ClusterAutoscaler Consider joining the channel: https://www.youtube.com/c/devopstoolkit/join ▬▬▬▬▬▬ 🔗 Additional Info 🔗 ▬▬▬▬▬▬ 🔗 Kubernetes: https://kubernetes.io ➡ Transcript and commands: https://devopstoolkit.live/kubernetes/scaling-explained-through-kubernetes-hpa-vpa-keda--cluster-autoscaler 🎬 KEDA: Kubernetes Event-Driven Autoscaling: https://youtu.be/3lcaawKAv6s ▬▬▬▬▬▬ 💰 Sponsorships 💰 ▬▬▬▬▬▬ If you are interested in sponsoring this channel, please use https://calendar.app.google/Q9eaDUHN8ibWBaA7A to book a timeslot that suits you, and we'll go over the details. Or feel free to contact me over Twitter or LinkedIn (see below). ▬▬▬▬▬▬ 👋 Contact me 👋 ▬▬▬▬▬▬ ➡ Twitter: https://twitter.com/vfarcic ➡ LinkedIn: https://www.linkedin.com/in/viktorfarcic/ ▬▬▬▬▬▬ 🚀 Other Channels 🚀 ▬▬▬▬▬▬ 🎤 Podcast: https://www.devopsparadox.com/ 💬 Live streams: https://www.youtube.com/c/DevOpsParadox ▬▬▬▬▬▬ ⏱ Timecodes ⏱ ▬▬▬▬▬▬ 00:00 Scaling Introduction 01:04 Port (Sponsor) 02:08 Scaling Introduction (cont.) 05:38 Vertical Scaling Applications with VerticalPodAutoscaler 13:58 Horizontal Scaling Applications with HorizontalPodAutoscaler 16:04 Horizontal Scaling Applications with KEDA 18:38 Vertical Scaling Nodes 19:33 Horizontal Scaling Nodes Cluster Autoscaler 24:25 What to Use and When to Use It

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