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AI-200 Containerized AI Workloads Practice Question

You are troubleshooting high latency in an AI inference workload on AKS. You suspect the issue is caused by container startup time (cold starts). Which feature helps mitigate this?

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

Azure Container Registry Artifact Streaming.

Image Pull Secrets and ACR 'Artifact Streaming' (or pre-pulling images) are designed to reduce startup latency.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • Configuring Vertical Pod Autoscaler.

    Why it's wrong here

    VPA manages resource requests, not container startup speed.

  • Azure Container Registry Artifact Streaming.

    Why this is correct

    Artifact streaming allows containers to start before the image is fully pulled.

  • Increasing the memory limit for the pod.

    Why it's wrong here

    Increasing memory limits does not speed up the container pull process.

  • Using a smaller base OS distribution.

    Why it's wrong here

    While this helps, Artifact Streaming is a specific feature for startup optimization.

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JA

Written and reviewed by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

Last reviewed August 2026 · checked against the official Microsoft exam blueprint

This AI-200 practice question is part of Courseiva's free Microsoft certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AI-200 exam.