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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
Jan 30, 2024 · Big Data

CVTE’s Journey of Stream Computing Adoption: Architecture, Applications, and Lessons Learned

This article details CVTE’s adoption of stream computing, describing the company background, the challenges of traditional data pipelines, the design of a CDC‑Kafka integration platform, evaluations of PipelineDB, ksqlDB, Materialize and RisingWave, and the overall impact on real‑time analytics and operational efficiency.

Big DataCVTERisingWave
0 likes · 9 min read
CVTE’s Journey of Stream Computing Adoption: Architecture, Applications, and Lessons Learned
DataFunTalk
DataFunTalk
Jan 29, 2024 · Big Data

Case Study: Deploying RisingWave for Real-Time Stream Processing in a Large-Scale Quantitative Hedge Fund

An ultra‑large hedge fund with over $10 billion AUM replaced ksqlDB and Flink with RisingWave, leveraging its PostgreSQL‑compatible streaming SQL to achieve sub‑10 ms latency, lower learning and operational costs, rich connectors, advanced operators, and comprehensive observability for real‑time trade data processing.

Low LatencyRisingWaveSQL
0 likes · 10 min read
Case Study: Deploying RisingWave for Real-Time Stream Processing in a Large-Scale Quantitative Hedge Fund