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DataFunTalk
DataFunTalk
Dec 25, 2024 · Databases

Applying RisingWave to Real-Time Feature Engineering: Architecture, Capabilities, and Use Cases

This article introduces RisingWave, an open‑source streaming database, and explains how its SQL‑based interface, compute‑storage separation, UDF support, and materialized views enable efficient real‑time feature engineering, state management, and diverse downstream applications, including the enhancements in RisingWave 2.0.

Materialized ViewsReal-time Feature EngineeringRisingWave
0 likes · 17 min read
Applying RisingWave to Real-Time Feature Engineering: Architecture, Capabilities, and Use Cases
DataFunSummit
DataFunSummit
Aug 23, 2023 · Databases

An Overview of RisingWave: Design, Architecture, and Use Cases of an Open‑Source Distributed Streaming SQL Database

RisingWave is an open‑source distributed streaming SQL database that uses SQL to define tables and materialized views, offering low‑latency incremental query processing, a scalable architecture with separate compute and storage, robust consistency guarantees, and real‑time analytics demonstrated through several practical use cases.

SQLStreaming Databasedistributed architecture
0 likes · 24 min read
An Overview of RisingWave: Design, Architecture, and Use Cases of an Open‑Source Distributed Streaming SQL Database