MatGraph: An Energy-Efficient and Flexible CGRA Engine for Matrix-Based Graph Analytics.
Long TanMingyu YanDuo WangWenming LiXiaochun YeDongrui FanPublished in: ICA3PP (2022)
Keyphrases
- adjacency matrix
- transition matrix
- graph model
- directed acyclic graph
- business intelligence
- eigenvalues and eigenvectors
- similarity matrix
- big data
- directed graph
- wireless sensor networks
- lightweight
- markov chain
- data management
- learning analytics
- graph structure
- random walk
- structured data
- sensor networks
- graph matching
- data mining
- graph representation
- matrix representation
- laplacian matrix
- graph theory
- weighted graph
- bipartite graph
- connected components
- case study
- graph mining
- energy efficiency
- graph databases
- graph data
- linear algebra
- graph kernels
- positive definite
- energy consumption
- graph based algorithm
- social media
- social networks