What are two of the characteristics of using online prediction rather than batch prediction?

The correct answer is B. Predictions are returned in the response message. D. It is optimized to minimize the latency of serving predictions.. Explanation/Reference: Online prediction .Optimized to minimize the latency of serving predictions. .Predictions returned in the response message. Batch prediction .Optimized to handle a high volume of instances in a job and to run more complex models. .Predictions written to out

Submitted by fatema_kw· Mar 30, 2026Operationalizing machine learning models

Question

What are two of the characteristics of using online prediction rather than batch prediction?

Options

AIt is optimized to handle a high volume of data instances in a job and to run more complex models.
BPredictions are returned in the response message.
CPredictions are written to output files in a Cloud Storage location that you specify.
DIt is optimized to minimize the latency of serving predictions.

How the community answered

(31 responses)

A
3% (1)
B
87% (27)
C
10% (3)

Explanation

Explanation/Reference: Online prediction .Optimized to minimize the latency of serving predictions. .Predictions returned in the response message. Batch prediction .Optimized to handle a high volume of instances in a job and to run more complex models. .Predictions written to output files in a Cloud Storage location that you

Topics

#online prediction#batch prediction#model serving#latency

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