Jul 26, 2022
[Tech Blog] Machine Learning Batch Prediction Architecture Using Vertex AI
Hi, I’m Naoki Komoto (河本 直起) working as Machine Learning Engineer in AnyMind.
At AnyMind, we are developing our MLOps environment and in a previous article, I introduced the architecture used during the initial phase of our machine learning implementation. In this article, I would like to introduce our current batch prediction architecture implemented with Vertex AI as a sequel.
As described in this article, in the previous architecture, the product application fetched features from its RDB and requests them to a predict API. In