Monitoring & Alerts
Page Outline
Post-deployment, models must be monitored for data drift and performance degradation. These endpoints expose the telemetry collected by the Model Studio monitoring agents, including statistical drifts and automated alerts.
Endpoints
| Endpoint | Method | Path | Description |
|---|---|---|---|
| Monitoring Charts | GET | /{model_id}/monitoring/charts | Performance trends over time. |
| Monitoring Alerts | GET | /{model_id}/monitoring/alerts | List of triggered drift/latency alerts. |
| Monitoring Stats | GET | /{model_id}/monitoring/stats | Aggregated health KPIs. |
| Monitoring Over Time | GET | /{model_id}/monitoring/drift | Feature-level distribution tracking. |
| Alert Transitions | GET | /{model_id}/monitoring/transitions | Lifecycle history of monitoring alerts. |