Published : Apr 13, 2021
NOT ON THE CURRENT EDITION
This blip is not on the current edition of the Radar. If it was on one of the last few editions, it is likely that it is still relevant. If the blip is older, it might no longer be relevant and our assessment might be different today. Unfortunately, we simply don't have the bandwidth to continuously review blips from previous editions of the Radar.
Understand more
Apr 2021
Assess
Worth exploring with the goal of understanding how it will affect your enterprise.
Feature Store is an ML-specific data platform that addresses some of the key challenges we face today in feature engineering with three fundamental capabilities: (1) it uses managed data pipelines to remove struggles with pipelines as new data arrives; (2) catalogs and stores feature data to promote discoverability and collaboration of features across models; and (3) consistently serves feature data during training and interference.
Since Uber revealed their Michelangelo platform, many organizations and startups have built their own versions of a feature store; examples include Hopsworks, Feast and Tecton. We see potential in Feature Store and recommend you carefully assess it.
