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Dev.to
7/15/2026
Implementing least-connections load balancing with slow-start in Go

Implementing least-connections load balancing with slow-start in Go

Original: Load Balancing: The Neo Way to Dodge Traffic

Short summary

A walkthrough of replacing naive round-robin load balancing with a least-connections algorithm that routes requests to the backend with the fewest active connections. The author explains how this approach handles traffic bursts, heterogeneous environments, and new-node cold starts via a slow-start window. A minimal Go implementation is provided comparing round-robin and least-connections strategies.

  • Least-connections routing sends requests to the backend with fewest active connections
  • Slow-start period prevents overwhelming newly added cold nodes
  • Go implementation provided comparing round-robin vs least-connections approaches

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