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A/B testing using Istio

Version B is released to a subset of users under specific condition.

kubernetes ab-testing deployment

A/B testing deployments consists of routing a subset of users to a new functionality under specific conditions. It is usually a technique for making business decisions based on statistics rather than a deployment strategy. However, it is related and can be implemented by adding extra functionality to a canary deployment so we will briefly discuss it here.

This technique is widely used to test conversion of a given feature and only roll-out the version that converts the most.

Here is a list of conditions that can be used to distribute traffic amongst the versions:

  • Weight
  • Cookie value
  • Query parameters
  • Geolocalisation
  • Technology support: browser version, screen size, operating system, etc.
  • Language

A/B testing model