Concentric layout, a new scientific data layout for matrix data-set in Hadoop file system.
Jun WangLu ChengLizhe WangPublished in: Int. J. Parallel Emergent Distributed Syst. (2013)
Keyphrases
- scientific data
- file system
- data sets
- data management
- scientific databases
- data collection
- real world
- open source
- scientific workflows
- scientific data sets
- scientific information
- cloud computing
- data mining
- life sciences
- query processing
- multi dimensional data
- molecular dynamics
- massive amounts of data
- scientific data management
- knowledge discovery
- flash memory
- geographically distributed
- data analysis
- scalable distributed
- scientific disciplines
- machine learning