notesum.ai

Published at October 30

MassiveGNN: Efficient Training via Prefetching for Massively Connected Distributed Graphs

cs.DC

cs.LG

cs.PF

Released Date: October 30, 2024

Authors: Aishwarya Sarkar¹, Sayan Ghosh², Nathan R. Tallent², Ali Jannesari¹

Aff.: ¹Iowa State University; ²Pacific Northwest National Laboratory

Arxiv: http://arxiv.org/abs/2410.22697v1

Refer to caption

Dataset	Nodes $\mathbf{\|V\|}$	Edges $\mathbf{\|E\|}$	Feature Dimension
arxiv (hu2020open)	0.16M	1.16M	128
products (hu2020open)	2.4M	61.85M	100
reddit (9407264)	0.23M	114.61M	602
papers (hu2020open)	111M	1.6B	128