LightRW: FPGA Accelerated Graph Dynamic Random Walks.

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

Published in: CoRR (2023)

Keyphrases

hyper graph
random walk
markov chain
directed graph
link prediction
stationary distribution

flow graph
markov random walk
transition probability matrix
proximity measures
transition probabilities

hardware implementation
spectral methods
graph laplacian
web graph
learning algorithm

graph structure
text mining
dynamic programming
reinforcement learning
image segmentation