Exploiting reuse for GPU subgraph enumeration (extended abstract)

• Main Authors: GUO, Wentiao, LI, Yuchen, TAN, Kian-Lee
• 格式: text
• 語言: English
• 出版: Institutional Knowledge at Singapore Management University 2023
• 主題: Graphics processing units; Search problems; Data engineering; Recycling; Databases and Information Systems; Graphics and Human Computer Interfaces
• 在線閱讀: https://ink.library.smu.edu.sg/sis_research/8500

Subgraph enumeration is important for many applications such as network motif discovery, community detection, and frequent subgraph mining. To accelerate the execution, recent works utilize graphics processing units (GPUs) to parallelize subgraph enumeration. The performances of these parallel schem...