To get the latest security patches and the most up-to-date ML packages and drivers, ensure that your Azure Machine Learning compute instances are using the latest OS image version.
efficiency
excellence
Using the latest OS image version for Azure Machine Learning compute instances is important for several key reasons, primarily centered on security and functionality. The latest image version includes all applicable OS-related patches and security fixes sourced from the original publisher, which reduces vulnerabilities. Microsoft performs regular vulnerability scanning and fixes any unaddressed issues in the next monthly release. New images also contain the latest updates for system packages and pre-installed Machine Learning packages like the Azure Machine Learning SDK, ensuring access to the newest features and bug fixes. Regularly updating to the latest image (simply accomplished by recreating the compute instance) is a recommended part of the shared responsibility model for vulnerability management.
Audit
To determine if your Machine Learning compute instances are using the latest OS image version, perform the following operations:
Checking the Machine Learning compute instances for the latest OS image version using the Azure Console (Azure Portal) is not currently supported.Remediation / Resolution
To ensure that your Azure Machine Learning compute instances are not using the standard port (22) for SSH access, perform the following operations:
References
- Azure Official Documentation
- What is an Azure Machine Learning compute instance?
- Manage an Azure Machine Learning compute instance
- Azure Machine Learning compute instance image release notes
- Azure Command Line Interface (CLI) Documentation
- az account list
- az account set
- az ml workspace list
- az ml compute list
- az ml compute show
- az ml compute create
- az ml compute delete