Accelerating Graph Analytics by Co-Optimizing Storage and Access on an FPGA-HMC Platform.
Soroosh KhoramJialiang ZhangMaxwell StrangeJing LiPublished in: FPGA (2018)
Keyphrases
- storage management
- central processor
- real time
- random access
- dynamic allocation
- storage devices
- learning analytics
- low cost
- secondary storage
- reconfigurable hardware
- data storage
- graph theory
- structured data
- storage and retrieval
- data mining
- graph model
- hardware implementation
- weighted graph
- data management
- directed graph
- business intelligence
- bipartite graph
- high speed
- data stores
- real time image processing
- access control
- read write
- random walk
- hardware design
- storage systems
- single chip
- field programmable gate array
- power consumption
- fpga implementation
- multilabel classification
- data grid
- graph representation
- main memory
- big data
- tertiary storage
- databases