Product Version
Product Category
Feature Store
Description
A key advantage of a feature store is to avoid online / offline skew. However, Since there is no buffering possible from the online in-memory store to the offline feature store, that advantage is gone. I don't want to build custom logic to move data from online to offline store.
You can also find the problem mentioned here, along with scaling problems. Seems like a lot of people wish for an improved feature store, also with regard to more scalable ingestion.
Other Details
No response
Product Version
Product Category
Feature Store
Description
A key advantage of a feature store is to avoid online / offline skew. However, Since there is no buffering possible from the online in-memory store to the offline feature store, that advantage is gone. I don't want to build custom logic to move data from online to offline store.
You can also find the problem mentioned here, along with scaling problems. Seems like a lot of people wish for an improved feature store, also with regard to more scalable ingestion.
Other Details
No response