Topic 2 Question 25
2 つ選択What are two of the characteristics of using online prediction rather than batch prediction?
It is optimized to handle a high volume of data instances in a job and to run more complex models.
Predictions are returned in the response message.
Predictions are written to output files in a Cloud Storage location that you specify.
It is optimized to minimize the latency of serving predictions.
解説
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 specify. Reference: https://cloud.google.com/ml-engine/docs/prediction-overview#online_prediction_versus_batch_prediction
コメント(3)
- 👍 15[Removed]2020/03/21
Answer: B, D Description: Realtime, quick response and low latency
👍 7[Removed]2020/03/28B, D: udpated link: https://cloud.google.com/ai-platform/prediction/docs/online-vs-batch-prediction
👍 3daghayeghi2021/02/24
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