What are two of the characteristics of using online prediction rather than batch prediction?
A) It is optimized to handle a high volume of data instances in a job and to run more complex models.
B) Predictions are returned in the response message.
C) Predictions are written to output files in a Cloud Storage location that you specify.
D) It is optimized to minimize the latency of serving predictions.

Question

Quizplus · Accepted Answer

Online prediction is designed to provide immediate responses with low latency (D) and returns predictions directly in the response message (B), unlike batch prediction which writes results to files.

What Are Two of the Characteristics of Using Online Prediction