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We have one team that uses Redis and another that uses Cassandra, would we be able to use Featureform across both of them? Kind of like a data mesh?


Yes, we essentially have three components: the serving layer, the orchestrator, and the metadata layer.

All three of these work across different infrastructure by design. We already have users who use Google Cloud services like BigQuery for experimentation and DynamoDB on AWS for serving in productions.

The data mesh analogy is interesting. In a way, we're an applied form of data mesh, as opposed to a theoretical argument for it. By separating the abstraction/workflow layer from the data infra layer, you can put your data where it makes sense and access it all through featureform's feature store abstraction.

you can read more about the virtual feature store architecture here: https://www.featureform.com/post/feature-stores-explained-th...




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