AI-103 Plan And Manage AN Azure AI Solution Practice Question
You are monitoring the performance of a deployed Azure OpenAI model. You notice occasional HTTP 429 (Too Many Requests) errors occurring during peak traffic hours. Which monitoring and management action should you take to resolve this issue?
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
✓
Configure Azure Monitor metric alerts for 'Token Generation Rate' and scale up your provisioned throughput deployment capacity.
HTTP 429 errors indicate that you have exceeded the rate limits (Tokens Per Minute or Requests Per Minute) of your provisioned tier. Upgrading to a Provisioned Throughput deployment or implementing exponential backoff retry logic resolves rate-limiting errors.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Configure Azure Monitor metric alerts for 'Token Generation Rate' and scale up your provisioned throughput deployment capacity.
Why this is correct
HTTP 429 errors are rate-limit violations best addressed by monitoring usage metrics and increasing provisioned throughput.
- ✗
Disable content safety filters to reduce processing latency and throughput overhead.
Why it's wrong here
Content safety filters run concurrently and do not govern Token Per Minute (TPM) quota limits.
- ✗
Rotate the primary API key immediately to clear the server-side connection cache.
Why it's wrong here
Rotating keys does not reset token rate limits or alleviate high traffic quotas.
- ✗
Update the Network Security Group rules to increase the maximum allowed packet size for the API endpoint.
Why it's wrong here
Network packet size does not affect API rate limits or HTTP 429 responses.
Visual reference
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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-103 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-103 exam.