Parallel Sampling-Pipeline for Indefinite Stream of Heterogeneous Graphs using OpenCL for FPGAs.
Muhammad Usman TariqFahad SaeedPublished in: IEEE BigData (2018)
Keyphrases
- shared memory
- parallel architectures
- parallel programming
- parallel execution
- parallel architecture
- data streams
- parallel computing
- message passing interface
- parallel processing
- message passing
- parallel algorithm
- parallel computation
- graphics processing units
- distributed memory
- field programmable gate array
- sliding window
- massively parallel
- graph representation
- parallel implementation
- graph model
- random sampling
- sampling strategy
- graph matching
- monte carlo
- graph theoretic
- graph mining
- hardware implementation
- heterogeneous systems
- uniform random
- transactional memory
- address space
- sample size
- deductive databases
- streaming data
- sampling algorithm
- computer architecture
- graph databases