Copernicus: Characterizing the Performance Implications of Compression Formats Used in Sparse Workloads.
Bahar AsgariRamyad HadidiJoshua DierbergerCharlotte SteinichenAmaan MarfatiaHyesoon KimPublished in: IISWC (2021)
Keyphrases
- data compression
- database systems
- compression ratio
- sparse data
- compression algorithm
- image compression
- compression scheme
- compressive sensing
- neural network
- high dimensional
- sparse representation
- metadata
- data processing
- multimedia
- genetic algorithm
- compressed sensing
- random access
- database
- random projections
- dictionary learning
- multiscale
- image processing
- databases