Alibaba Cloud Big Data AI Platform

Mar 27, 2023 · Artificial Intelligence

How uGrapher Boosts GNN Performance 3.5× with a Unified Graph Operator Abstraction

Alibaba Cloud's PAI platform and Shanghai Jiao Tong University’s team announced their ASPLOS 2023‑accepted paper uGrapher, which unifies graph operator computation for GNNs, achieving up to 3.5× speedup over existing frameworks and paving the way for industrial‑scale acceleration.