ThunderRW: An in-memory graph random walk engine

• Main Authors: SUN, Shixuan, CHEN, Yuhang, LU, Shengliang, HE, Bingsheng, LI, Yuchen
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2021
• Subjects: Databases and Information Systems; Data Storage Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/6132; https://ink.library.smu.edu.sg/context/sis_research/article/7135/viewcontent/2107.11983.pdf
• Institution: Singapore Management University

As random walk is a powerful tool in many graph processing, mining and learning applications, this paper proposes an efficient inmemory random walk engine named ThunderRW. Compared with existing parallel systems on improving the performance of a single graph operation, ThunderRW supports massive par...