NScaleSpark: subgraph-centric graph analytics on Apache Spark.
Abdul QuamarAmol DeshpandePublished in: NDA@SIGMOD (2016)
Keyphrases
- graph mining
- graph databases
- graph properties
- labeled graphs
- graph data
- open source
- maximum matching
- graph classification
- subgraph isomorphism
- graph theory
- learning analytics
- maximum weight
- frequent subgraph mining
- dense subgraphs
- structured data
- query graph
- data management
- graph representation
- frequent subgraphs
- graph search
- subgraph matching
- graph mining algorithms
- directed graph
- open source software
- graph structure
- directed acyclic graph
- case study
- random walk
- similarity graph
- weighted graph
- graph structures
- graph matching
- maximum clique
- stable set
- connected components
- business intelligence
- connected subgraphs
- bipartite graph
- graph partitioning
- information visualization
- graph theoretic
- source code
- data analysis
- website