PROFESSIONAL-DATA-ENGINEER · Question #268
PROFESSIONAL-DATA-ENGINEER Question #268: Real Exam Question with Answer & Explanation
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Question
A TensorFlow machine learning model on Compute Engine virtual machines (n2-standard -32) takes two days to complete framing. The model has custom TensorFlow operations that must run partially on a CPU You want to reduce the training time in a cost-effective manner. What should you do?
Options
- AUse Cloud Composer to subscribe to a Pub/Sub tope and can the Python API.
- BUse a Pub/Sub push subscription to trigger a Cloud Function to pass the data to tie Python API.
- CWrite an application that makes a queue in a NoSQL database
- DWrite an application hosted on a Compute Engine instance that makes a push subscription to the Pub/Sub topic
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