Book
Open access
Aug 2026
Tris-GCN: A 3D NAND Flash-based In-Storage Processing Architecture for GCN Acceleration
Graph convolutional networks (GCNs) excel in many applications, but scaling to large graphs is bottlenecked by heavy data movement. Existing in-storage processing (ISP) solutions offload I/O-intensive operations to the SSD controller to reduce PCIe traffic, but limited parallelism and flash bandwidth still constrain en...
Yi-Wa Wu, Jia-You Li, Chi-Jung Chen et al.
· Proceedings of the ACM/IEEE... · 0 citations