SAGA-Bench: Software and Hardware Characterization of Streaming Graph Analytics Workloads.
Abanti BasakJilan LinRyan LoricaXinfeng XieZeshan ChishtiAlaa R. AlameldeenYuan XiePublished in: ISPASS (2020)
Keyphrases
- data streams
- graph structure
- graph representation
- learning analytics
- real time
- case study
- database systems
- graph model
- random walk
- directed graph
- graph structures
- graph theoretic
- graph databases
- graph mining
- directed acyclic graph
- graph matching
- connected components
- data management
- data mining
- bipartite graph
- graph theory
- big data
- structured data
- computer systems
- undirected graph
- video streaming
- databases
- graph data
- database