Canary Deployment
MLOps
Rolling out changes to a small subset of users first
What is Canary Deployment?
Deploy new models to a small portion of traffic to monitor behavior before full rollout, reducing risk.
Real-World Examples
- •5% traffic to new model
- •Monitor metrics for anomalies