Understanding and Modeling Lossy Compression Schemes on HPC Scientific Data.
Tao LuQing LiuXubin HeHuizhang LuoEric SuchytaJong ChoiNorbert PodhorszkiScott KlaskyMatthew WolfTong LiuZhenbo QiaoPublished in: IPDPS (2018)
Keyphrases
- scientific data
- compression scheme
- bitmap indices
- data compression
- run length encoding
- data management
- bitmap indexes
- image compression
- data collection
- compression ratio
- scientific databases
- multi dimensional
- lossless coding
- scientific data sets
- high compression ratio
- massive amounts of data
- lempel ziv
- life sciences
- compression algorithm
- scientific information
- scientific data management
- entropy coding
- molecular dynamics
- data warehouse
- high energy physics
- data sets
- high performance computing
- scientific disciplines
- subband
- image data
- database systems
- image processing