VCSR: An Efficient GPU Memory-Aware Sparse Format.
Elmira KarimiNicolas Bohm AgostiniShi DongDavid R. KaeliPublished in: IEEE Trans. Parallel Distributed Syst. (2022)
Keyphrases
- memory requirements
- real time
- sparse data
- databases
- graphics processors
- graphics hardware
- high dimensional
- sparse representation
- parallel computing
- gpu accelerated
- memory space
- computing power
- memory usage
- computational power
- parallel implementation
- highly efficient
- parallel processing
- multimedia
- metadata
- efficient implementation
- computationally efficient
- data transfer
- image classification
- computational complexity
- graphics processing units
- data streams
- limited memory
- compressed sensing
- memory size
- low memory
- image processing