GraphP: Reducing Communication for PIM-Based Graph Processing with Efficient Data Partition
GraphP: Reducing Communication for PIM-Based Graph Processing with Efficient Data Partition
Mingxing Zhang,Youwei Zhuo,5 Authors,Xuehai Qian
2018 · DOI: 10.1109/HPCA.2018.00053
International Symposium on High-Performance Computer Architecture · 211 Citations
TLDR
It is argued that a PIM-based graph processing system should take data organization as a first-order design consideration and proposed GraphP, a novel HMC-based software/hardware co-designed graphprocessing system that drastically reduces communication and energy consumption compared to TESSERACT.