Big Data Analytics in the Cloud: Spark on Hadoop vs MPI/OpenMP on Beowulf.
Jorge Luis Reyes-OrtizLuca OnetoDavide AnguitaPublished in: INNS Conference on Big Data (2015)
Keyphrases
- big data analytics
- big data
- cloud computing
- message passing interface
- parallel programming
- high performance computing
- computing resources
- cloud computing environment
- data management
- multi core processors
- data center
- distributed computing
- shared memory
- map reduce
- parallel implementation
- parallel algorithm
- cloud computing platform
- data analytics
- message passing
- massively parallel
- parallel execution
- parallel computing
- parallel architectures
- health informatics
- social media
- databases
- data processing
- data analysis
- database systems
- processing units
- virtual machine