gSampler: General and Efficient GPU-based Graph Sampling for Graph Learning.
Ping GongRenjie LiuZunyao MaoZhenkun CaiXiao YanCheng LiMinjie WangZhuozhao LiPublished in: SOSP (2023)
Keyphrases
- graph structure
- learning algorithm
- graph theory
- directed acyclic graph
- graph theoretic
- refinement operators
- learning process
- supervised learning
- random walk
- neural network
- fully connected
- equivalence classes
- graph representation
- graph partitioning
- graph model
- weighted graph
- structural learning
- directed graph
- learning systems
- graph matching
- learning tasks
- connected components
- times faster
- social network analysis
- sample size
- structured data
- knowledge acquisition
- mobile robot
- e learning