On Sampling from Massive Graph Streams.
Nesreen K. AhmedNick G. DuffieldTheodore L. WillkeRyan A. RossiPublished in: Proc. VLDB Endow. (2017)
Keyphrases
- graph representation
- graph theory
- data streams
- real time
- graph theoretic
- random walk
- directed graph
- graph model
- sampled data
- data analysis
- data mining
- connected components
- graph matching
- bipartite graph
- graph search
- sampling algorithm
- frequent subgraph mining
- graph databases
- random sampling
- sliding window
- structured data
- graph mining
- directed acyclic graph
- monte carlo
- sample size
- graph construction
- query processing
- transactional data
- data sets