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Spring Boot + Microservices + Karpenter = Ultimate Auto-Scaling! (No Theory, Just Code)” πŸš€

Sanjay Singh
3 min readFeb 6, 2025

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πŸš€ Introduction

Scaling microservices automatically in Kubernetes can be painful.
❌ HPA (Horizontal Pod Autoscaler) scales pods, but what if there aren’t enough nodes?
❌ Cluster Autoscaler works, but it lags in scaling and wastes resources.
βœ… Karpenter is the future! It provisions nodes instantly when pods need them and removes unused nodes efficiently.

Let’s integrate Spring Boot microservices with Karpenter β€” no fluff, just code!

Spring Boot + Microservices + Karpenter = Ultimate Auto-Scaling! (No Theory, Just Code)

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πŸ›  Step 1: Create a Spring Boot Microservice

We’ll create a simple OrderService that processes orders.

πŸ“Œ Dependencies (pom.xml)

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Sanjay Singh
Sanjay Singh

Written by Sanjay Singh

Java, Spring Boot & Microservices developer Sharing knowledge, tutorials & coding tips on my Medium page. Follow me for insights & see story list section

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