mediumMultiple ChoiceObjective-mapped
MLA-C01 Practice Question: Deploying a multi-model endpoint using SageMaker…
A company is deploying a multi-model endpoint using SageMaker to serve multiple models from a single endpoint. They notice that one model consumes excessive memory and impacts others. What is the BEST practice to isolate resource usage?
⚠ Common exam trap
It's easy for candidates to assume multi-model endpoints are designed for resource isolation, but in reality they share memory and compute, so the correct answer is to use separate endpoints for strict isolation.
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
✓
Use separate endpoints for each model.
Using separate endpoints for each model ensures complete resource isolation at the instance level. When one model consumes excessive memory, it cannot impact others because each model runs on its own dedicated endpoint with its own compute resources. This is the best practice for isolating resource usage in production environments where memory-intensive models are deployed.
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 instance type with more memory.
Why it's wrong here
Increasing memory still allows one model to consume all resources.
- ✓
Use separate endpoints for each model.
Why this is correct
Separate endpoints provide complete isolation of compute resources.
- ✗
Use SageMaker Model Parallelism.
Why it's wrong here
Model Parallelism is for training large models, not inference isolation.
- ✗
Use multi-model endpoint with model cache size limit.
Why it's wrong here
Cache limit helps with loading but does not isolate memory usage.
Go deeper
Related to this question
About these practice questions
One of 835 original MLA-C01 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 by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This MLA-C01 practice question is part of Courseiva's free Amazon Web Services 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 MLA-C01 exam.