Ensure that Cloud Monitoring is enabled for your Vertex AI notebook instances in order to gain visibility into their health and performance. Cloud Monitoring reports system and application metrics such as disk, CPU, network, and processes. This allows you to identify issues like resource bottlenecks or errors proactively. To enable the monitoring feature, you must install the Cloud Monitoring agent when you create your notebook instance.
This rule resolution is part of the Conformity Security & Compliance tool for GCP.
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Enabling Cloud Monitoring for Google Cloud Vertex AI notebook instances is essential for tracking performance metrics, detecting issues early, and ensuring optimal operation through proactive monitoring and alerts.
Audit
To determine if Cloud Monitoring is enabled for your Vertex AI notebook instances, perform the following operations:
Remediation / Resolution
To enable Cloud Monitoring for your Google Cloud Vertex AI notebook instances, you must re-create your instances with the Cloud Monitoring agent, by performing the following operations:
References
- Google Cloud Platform (GCP) Documentation
- Introduction to Vertex AI Workbench
- Monitor health status
- Create a Vertex AI Workbench instance
- GCP Command Line Interface (CLI) Documentation
- gcloud projects list
- gcloud workbench instances list
- gcloud workbench instances describe
- gcloud workbench instances create
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Enable Cloud Monitoring for Notebook Instances
Risk Level: Medium