DataFunSummit

Oct 1, 2022 · Artificial Intelligence

GraphLearn: An Industrial‑Scale Distributed Graph Learning Platform and Its System Optimizations

This article introduces GraphLearn, a large‑scale distributed graph learning platform designed for industrial GNN workloads, details its architecture, sampling implementation, training pipeline, system optimizations such as GPU‑accelerated sampling, and showcases real‑world applications in recommendation and risk control.