thinQmaster Virtual testing partner Adaptive practice exams that find your weak spots and drill them. Every answer explained. From $69
Enroll

thinQmaster

Find your exam

Five questions free, before you decide.

Step 1 · choose a vendor

In one of our camps? Your practice exams come with the tuition — they are on your study page already.

AI & Machine Learning · Intermediate

Canary Deployment

Releasing a new model to a small fraction of traffic first, then increasing gradually if metrics are healthy.

Definition

Canary and linear traffic-shifting deployments limit blast radius and enable automatic rollback on alarms. SageMaker deployment guardrails and Vertex AI traffic splitting support it.

Exam tip

Canary deployments expose a small share of real users and roll back automatically on bad metrics.

Don't confuse it with

Related terms