LightRW: FPGA Accelerated Graph Dynamic Random Walks.

Hongshi Tan Xinyu Chen Yao Chen Bingsheng He Weng-Fai Wong

Published in: Proc. ACM Manag. Data (2023)

Keyphrases

random walk
directed graph
flow graph
markov chain
markov random walk
graph laplacian
transition probability matrix
link prediction
transition probabilities
stationary distribution
nodes of a graph
spectral methods
average degree
web graph
hyper graph