Are GNN Training Systems Evaluated Fully for Data Management?

Original title: Comprehensive Evaluation of GNN Training Systems: A Data Management Perspective

Authors: Hao Yuan, Yajiong Liu, Yanfeng Zhang, Xin Ai, Qiange Wang, Chaoyi Chen, Yu Gu, Ge Yu

In the land of cutting-edge technology, Graph Neural Networks (GNNs) reign as stars in training systems, promising efficient learning. Yet, their complexity demands a different approach to data management compared to traditional neural networks.

Original article: https://arxiv.org/abs/2311.13279