Netflix uses this approach extensively. Prior to release, new service versions are deployed alongside a baseline cluster that represents the same version as production. Netflix then runs a subset of the production load over a number of hours against both the new version and the baseline, scoring both. If the canary passes, the company then proceeds to a full roll-out into production.
Canary at Netflix
