Case Study of Scientific Data Processing on a Cloud Using Hadoop.
Chen ZhangHans De SterckAshraf AboulnagaHaig DjambazianRobert SladekPublished in: HPCS (2009)
Keyphrases
- data processing
- cloud computing
- case study
- data management
- scientific data
- big data
- map reduce
- open source
- data analytics
- cloud computing platform
- computer systems
- cloud computing environment
- data center
- data analysis
- distributed computing
- real world
- database systems
- mapreduce framework
- cloud services
- data intensive
- knowledge management
- data acquisition
- lessons learned
- computing infrastructure
- life sciences
- business intelligence
- scientific discovery
- efficient implementation
- development process
- real time
- software development
- data mining
- service providers
- science education
- parallel computation
- query processing
- association rules
- social networks
- artificial intelligence
- neural network
- databases
- commodity hardware
- data sets