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Microsoft Azure Solutions Architect Expert AZ-305 Practice Question

Your company renders high-resolution video frames using a proprietary command-line application that must run on Windows Server with GPU acceleration. Each night about 20,000 independent rendering jobs are submitted, and the output is written to Azure Blob Storage. You need a fully managed, cost-efficient compute platform that can automatically provision and deallocate hundreds of GPU-enabled virtual machines, handle job queuing and scheduling, and require minimal custom orchestration code. Which Azure service should you recommend?

  • Azure Container Instances (ACI) with Event Grid-based job orchestration

  • Azure Functions running on a Premium plan with event triggers

  • Azure Batch with GPU-enabled pools and automatic pool scaling

  • Azure Kubernetes Service (AKS) with the Kubernetes Event-Driven Autoscaler (KEDA)

Microsoft Azure Solutions Architect Expert AZ-305
Design infrastructure solutions
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