Optimize and Operationalize a Generative AI Solution AI-102 Practice Questions (Page 10)

Questions 46–47

1. 46expert · hard

   A team has deployed a generative AI model on Azure Kubernetes Service (AKS). They need to monitor the model's performance in terms of response quality and also track the cost of the underlying compute. They have limited time to implement the solution. What is the most efficient way to set up monitoring?

   • AUse Azure Service Health to monitor the model's endpoint and set up budget alerts
   • BUse Azure Log Analytics to query AKS logs and manually calculate costs from the Azure portal
   • CEnable Azure Monitor for AKS and use Application Insights to log custom events for response quality
   • DDeploy a separate monitoring pod that scrapes metrics from the model and sends them to a custom dashboard
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2. 47foundation · easy

   Which Azure service is commonly used to collect and analyze diagnostic logs and metrics from Azure OpenAI model deployments?

   • AAzure DevOps
   • BAzure Monitor
   • CAzure Logic Apps
   • DAzure Cognitive Search
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