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.

Ant GroupFusion EngineRay

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.

AlipayRaySystem Architecture

0 likes · 11 min read

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

Alibaba Cloud Developer

May 25, 2017 · Big Data

How Alibaba’s Blink Engine Redefines Real‑Time Big Data Processing

This article explains how Alibaba’s Blink, built on Apache Flink, transforms batch‑oriented big‑data platforms into a unified, high‑performance real‑time computing engine, detailing its architecture, state management, checkpointing, and successful deployment in e‑commerce, search, recommendation, and online machine‑learning scenarios.

AlibabaBig DataFlink

0 likes · 17 min read

How Alibaba’s Blink Engine Redefines Real‑Time Big Data Processing