"Exploring Kubernetes Autoscaling Strategies: Day 1 of 50"

View profile for Rohith Kumar Kamasani

2X AWS Certified || Python || SQL || Django || Docker || Kubernetes || Azure DevOps || Terraform || Linux

🚀 50 Days of Advanced Kubernetes – Day 1 Scaling in Kubernetes isn’t just about adding more pods — there are multiple powerful strategies: 🔹 HPA – Horizontal Pod Autoscaler 🔹 VPA – Vertical Pod Autoscaler 🔹 KEDA – Kubernetes Event-driven Autoscaling 🔹 Cluster Autoscaler – scales nodes, not pods 🔹 Custom Scaling – using metrics, CRDs, or Operators 👨💻 Today’s Focus: HPA (Horizontal Pod Autoscaler) ✔️ Automatically adjusts the number of replicas based on CPU/memory usage ✔️ Works at the Deployment level ✔️ Requires the metrics-server to be installed and running 🧩 YAML 📎 https://lnkd.in/gJ8P-Fx6 🧩 Diagram from my setup: I have learned this diagramatically using samwi.in Please refer if intrested #Kubernetes #K8s #DevOps #CloudNative #50DaysOfKubernetes #100DaysOfCloud #LearningInPublic #TechJourney #AutoScaling #HPA #HorizontalPodAutoscaler #KEDA #MetricsServer #PlatformEngineering #CloudComputing #Containers #Microservices #YAML #Helm #Prometheus #Grafana #OpenSource #SamWi #LearnKubernetes Samwi

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