real-time ML | BestHub

DataFunSummit

Apr 24, 2023 · Artificial Intelligence

OpenMLDB: A Production‑Grade Feature Platform for Consistent Online and Offline Machine Learning

OpenMLDB is an open‑source machine‑learning database that delivers a production‑grade, consistent online‑offline feature platform for real‑time AI applications such as recommendation, risk control and fraud detection, offering millisecond‑level feature computation, dual SQL engines, extensive ecosystem integration, and a roadmap of new capabilities.

AIFeature StoreOpenMLDB

0 likes · 13 min read

OpenMLDB: A Production‑Grade Feature Platform for Consistent Online and Offline Machine Learning

DataFunTalk

Mar 1, 2021 · Artificial Intelligence

Online Learning and Real‑Time Model Updating in JD Retail Search Using Flink

The article describes JD's end‑to‑end online learning pipeline for retail search, covering the background, system architecture, real‑time feature collection, sample stitching, Flink‑based incremental training, parameter updates, and full‑link monitoring to achieve low‑latency, high‑accuracy model serving.

Flinkfeature engineeringmodel serving

0 likes · 9 min read