Which managed service orchestrates ML pipelines on the platform?
Why A is the answer
Agent Platform Pipelines
Agent Platform Pipelines is the managed service for orchestrating ML pipelines on the platform.
In detail
- Agent Platform Pipelines orchestrates ML workflows.
- Pipeline runs are recorded.
Use case
An illustrative scenario, not a real incident.
A team defines its ML workflow in Agent Platform Pipelines, so it runs the same way each time.
See it in different ways
flowchart LR A["Validate data"] --> B["Train"] B --> C["Validate model"] C --> D["Register"] D --> E["Deploy"]
sequenceDiagram participant B as Cloud Build participant P as Agent Platform Pipelines participant R as Model Registry participant E as Endpoint B->>P: Runs after a change P->>P: Validate data and train P->>R: Register if it passes R->>E: Deploy E-->>P: Retrain on a threshold
flowchart LR S0["Prepare"] --> S1["Train"] --> S2["Evaluate"] --> S3["Deploy"]
Key point: Agent Platform Pipelines orchestrates ML.
Why the other options are wrong
- B. Cloud Scheduler
- That starts jobs at set times.
- C. Cloud Tasks
- That queues tasks.
- D. Cloud Functions
- That runs single functions.