Canary Release Intermediate

Canary Release

Intermediate

Incrementally deploying new models to reduce risk.

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Definition

Full Definition

Incrementally deploying new models to reduce risk.

Keywords

gradual rollout

Domains

MLOps & Infrastructure

Related Terms

Blue-Green Deployment related to

Maintaining two environments for instant rollback.

 Feature Store related to

Centralized repository for curated features.

 Data Drift related to

Shift in feature distribution over time.

 Prediction Drift related to

Shift in model outputs.

 Inference Pipeline related to

Model execution path in production.

 Batch Inference related to

Running predictions on large datasets periodically.

 Online Inference related to

Low-latency prediction per request.

 Shadow Deployment related to

Running new model alongside production without user impact.

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