You are planning to deploy an Azure AI service in a containerized environment. Describe the considerations you would make for container orchestration, including selecting the right orchestration tool, managing container lifecycle, and ensuring security.

Simulated

Choose any orchestration tool randomly, ignore container lifecycle management, and assume security.

0.0%

Select an orchestration tool like Kubernetes that supports Azure AI services, implement robust lifecycle management practices, and ensure container security through image scanning and network policies.

100.0%

Pick an orchestration tool without considering its compatibility, manually manage container lifecycles, and hope for security.

0.0%

Ignore orchestration tools, deploy containers directly, and rely on basic security measures.

0.0%

Microsoft Certified Azure AI Engineer Associate - AI-102

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You are planning to deploy an Azure AI service in a containerized environment. Describe the considerations you would make for container orchestration, including selecting the right orchestration tool, managing container lifecycle, and ensuring security.