GraphP: Reducing Communication for PIM-Based Graph Processing with Efficient Data Partition

• Published in: Proceedings - International Symposium on High-Performance Computer Architecture pp. 544 - 557
• Main Authors: Zhang, Mingxing, Zhuo, Youwei, Wang, Chao, Gao, Mingyu, Wu, Yongwei, Chen, Kang, Kozyrakis, Christos, Qian, Xuehai
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.02.2018
• Subjects: Bandwidth; Graph processing; Hybrid Memory Cube; Memory management; Organizations; Partitioning algorithms; Processing In Memory; Programming; Three-dimensional displays

Processing-In-Memory (PIM) is an effective technique that reduces data movements by integrating processing units within memory. The recent advance of "big data" and 3D stacking technology make PIM a practical and viable solution for the modern data processing workloads. It is exemplified b...