AAIA AI Operations Practice Question
When auditing Kubeflow pipelines, which configuration file is used to define the resource requests for individual pipeline steps?
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
✓
resource_spec in the SDK
The 'pipeline.yaml' or the step-specific resource configuration in the SDK defines CPU/Memory limits.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
resource_spec in the SDK
Why this is correct
Defines compute requirements for k8s pods.
- ✗
Namespace policy
Why it's wrong here
Governs isolation, not step resources.
- ✗
Kubeconfig file
Why it's wrong here
Contains cluster connection info.
- ✗
Service mesh config
Why it's wrong here
Manages network traffic.
About these practice questions
One of 209 original AAIA practice questions on Courseiva, each with a full explanation and wrong-answer analysis — not exam dumps or protected exam content. Learn why practice questions differ from exam dumps →
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 ISACA exam blueprint
This AAIA practice question is part of Courseiva's free ISACA 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 AAIA exam.