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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #85
PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #85: Real Exam Question with Answer & Explanation
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Submitted by jian89· Apr 18, 2026ML pipeline operationalization
Question
You have deployed a model on Vertex AI for real-time inference. During an online prediction request, you get an "Out of Memory" error. What should you do?
Options
- AUse batch prediction mode instead of online mode.
- BSend the request again with a smaller batch of instances.
- CUse base64 to encode your data before using it for prediction.
- DApply for a quota increase for the number of prediction requests.
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Topics
#Online Prediction#Resource Management#Troubleshooting#Memory Errors