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Dev.to
Dev.to
7/14/2026
Load Balancing & Auto-Scaling Explained

Load Balancing & Auto-Scaling Explained

Short summary

A beginner-friendly explainer on load balancing and auto-scaling covering how a single URL serves millions of users. It breaks down load balancers as a front door distributing traffic across stateless instances, with health checks removing unhealthy servers automatically. The article compares common routing algorithms (round-robin, least-connections, weighted, IP hash) and explains why stateless instances are essential for horizontal scaling.

  • Load balancers distribute traffic across identical stateless app instances
  • Auto-scalers add or remove instances based on metrics like CPU utilization
  • Health checks automatically route around failing servers without human intervention

Generated with AI, which can make mistakes.

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