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How Autoscaling Works In Kubernetes (And Beyond)? Kubernetes Tutorial

DevOps Toolkit 14,013 3 years ago
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What is autoscaling? How to scale applications and Kubernetes clusters? What is the difference between vertical and horizontal scaling? Should we combine Horizontal Pod Autoscaler (HPA), Vertical Pod Autoscaler (VPA), and Cluster Autoscaler (CA) in Kubernetes? #Kubernetes #Scaling #Cloud Consider joining the channel: https://www.youtube.com/c/devopstoolkit/join ▬▬▬▬▬▬ 🔗 Additional Info 🔗 ▬▬▬▬▬▬ ➡ Gist with the commands: https://gist.github.com/a1f5a629263ece01e8f3d933cb86eedc 🎬 How To Auto-Scale Kubernetes Clusters With Karpenter: https://youtu.be/C-2v7HT-uSA 🎬 GKE Autopilot - Fully Managed Kubernetes Service From Google: https://youtu.be/Zztufl4mFQ4 🎬 Serverless Computing With Knative And Containers As A Service (CaaS): https://youtu.be/8vrLEbwSu7U 🎬 Containers As A Service (CaaS) Flavor Of Serverless With Azure Container Apps: https://youtu.be/iV7WrsxExdY 🎬 Amazon Lambda Containers - How to Package AWS Functions as Container Images: https://youtu.be/DsQbBVr-GwU 🎬 Google Cloud Run (GCR) vs Azure Container Instances (ACI) vs AWS ECS with Fargate: https://youtu.be/Jq8MY1ZGjno ▬▬▬▬▬▬ 💰 Sponsoships 💰 ▬▬▬▬▬▬ If you are interested in sponsoring this channel, please use https://calendly.com/vfarcic/meet 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/ ▬▬▬▬▬▬ 🚀 Courses, books, and podcasts 🚀 ▬▬▬▬▬▬ 📚 Books and courses: https://www.devopstoolkitseries.com 🎤 Podcast: https://www.devopsparadox.com/ 💬 Live streams: https://www.youtube.com/c/DevOpsParadox ▬▬▬▬▬▬ ⏱ Timecodes ⏱ ▬▬▬▬▬▬ 00:00 Autoscaling Introduction 02:54 Scaling Applications Vertically 13:09 Scaling Applications Horizontally 20:43 Scaling Nodes Horizontally 26:41 Scaling Nodes Vertically 29:13 Kubernetes Autoscaling Tips

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