Statements (33)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
machine learning monitoring service
|
| gptkbp:accessibleBy |
gptkb:Google_Cloud_Console
gptkb:gcloud_CLI gptkb:Vertex_AI_API |
| gptkbp:alerts |
users
|
| gptkbp:canBe |
thresholds
|
| gptkbp:detects |
data drift
feature skew label skew prediction drift |
| gptkbp:enables |
proactive model management
|
| https://www.w3.org/2000/01/rdf-schema#label |
Vertex AI Model Monitoring
|
| gptkbp:integratesWith |
gptkb:Vertex_AI
|
| gptkbp:logs |
monitoring events
|
| gptkbp:monitors |
machine learning models
|
| gptkbp:provides |
gptkb:Google_Cloud
|
| gptkbp:requires |
model endpoint
|
| gptkbp:storesMetricsIn |
gptkb:Cloud_Monitoring
|
| gptkbp:supports |
structured data
batch prediction online prediction unstructured data custom monitoring detect model degradation ensure model reliability image models maintain model performance tabular models text models |
| gptkbp:triggeredBy |
automated retraining workflows
|
| gptkbp:visualizes |
monitoring metrics
|
| gptkbp:bfsParent |
gptkb:Vertex_AI
|
| gptkbp:bfsLayer |
5
|