Gluon: a communication-optimizing substrate for distributed heterogeneous graph analytics.
Roshan DathathriGurbinder GillLoc HoangHoang-Vu DangAlex BrooksNikoli DrydenMarc SnirKeshav PingaliPublished in: PLDI (2018)
Keyphrases
- distributed heterogeneous
- graph structure
- business intelligence
- data sources
- graph theoretic
- random walk
- graph representation
- big data
- graph model
- learning analytics
- data management
- communication overhead
- structured data
- bipartite graph
- graph theory
- case study
- communication systems
- cloud computing
- connected components
- graph based algorithm
- directed graph
- communication channels
- communication networks
- neural network
- web mining
- information sharing
- data analysis
- bayesian networks
- decision making