LightRW: FPGA Accelerated Graph Dynamic Random Walks.
Hongshi TanXinyu ChenYao ChenBingsheng HeWeng-Fai WongPublished 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