Feature Store Architecture
Online + offline feature store serving training, batch, and real-time inference.
Rendering…
Make it your own.
flowchart LR
Src1[(OLTP DB)] --> Pipe[Feature pipeline]
Src2[Event stream] --> Pipe
Pipe --> Off[(Offline store\nParquet / warehouse)]
Pipe --> On[(Online store\nRedis / DynamoDB)]
Off --> Train[Training jobs]
Off --> Bk[Batch scoring]
On --> Inf[Real-time inference]
Reg[Feature registry +\nmetadata] -.-> Pipe
Reg -.-> Train
Reg -.-> Inf
Mon[Drift + quality monitor] -.-> On
Mon -.-> Off