Spark-GPU: An accelerated in-memory data processing engine on clusters.
Yuan YuanMeisam Fathi SalmiYin HuaiKaibo WangRubao LeeXiaodong ZhangPublished in: IEEE BigData (2016)
Keyphrases
- data processing
- clustering algorithm
- hierarchical clustering
- computer systems
- memory usage
- data management
- data points
- fuzzy clustering
- data acquisition
- graphics processors
- cluster analysis
- memory requirements
- data analysis
- neural network
- parallel implementation
- multi threaded
- memory space
- graphics hardware
- input data
- general purpose
- image segmentation
- real time
- overlapping clusters
- gpu accelerated
- limited memory
- random access
- data transfer
- similarity measure
- data sets