PnP: Pruning and Prediction for Point-To-Point Iterative Graph Analytics.
Chengshuo XuKeval VoraRajiv GuptaPublished in: ASPLOS (2019)
Keyphrases
- prediction accuracy
- learning analytics
- predictive modeling
- prediction model
- random walk
- graph theory
- bipartite graph
- directed graph
- connected components
- structured data
- weighted graph
- data management
- decision makers
- spanning tree
- directed acyclic graph
- graph representation
- prediction algorithm
- pruning algorithm
- protein function prediction
- graph structure
- search space
- business intelligence
- graphical models
- pairwise
- graph theoretic
- random graphs
- association rules
- database systems
- graph construction
- case study
- machine learning