Online Machine Learning

AntTech

Mar 1, 2021 · Artificial Intelligence

Building a Fusion Engine with Ray: Ant Group’s Large‑Scale Distributed Computing Practices

The article explains how Ant Group tackles the challenge of tightly integrating multiple computing paradigms by building a Ray‑based fusion engine, detailing its architecture, features, large‑scale applications in online machine learning and parallel processing, and outlining future development and recruitment opportunities.

Fusion EngineOnline Machine LearningRay

0 likes · 10 min read

Building a Fusion Engine with Ray: Ant Group’s Large‑Scale Distributed Computing Practices

AntTech

Nov 1, 2019 · Artificial Intelligence

Building a Unified Online Machine Learning Platform with Ray for Alipay’s “Collect Five Blessings” Campaign

The article describes how Alipay tackled the cold‑start, conversion, and user‑experience challenges of its time‑limited “Collect Five Blessings” activity by designing a unified online machine‑learning system based on the Ray distributed‑computing framework, emphasizing stability, efficiency, simplicity, multi‑language support, and fault‑tolerant scheduling.

Online Machine LearningRayalipay

0 likes · 11 min read

Building a Unified Online Machine Learning Platform with Ray for Alipay’s “Collect Five Blessings” Campaign