Vertex AI: Reduction Server, Prediction Optimization, Training Benefits

Question 1

What is the purpose of the reduction server in Vertex AI?

Accepted Answer

To optimize bandwidth and latency of multi-node distributed training

Question 2

How does Vertex AI prediction optimize for different workloads?

Accepted Answer

By offering both online and batch prediction

Question 3

What are the benefits of Vertex training and prediction?

Accepted Answer

Optimizing for cost or latency as per requirements