Optimisation Techniques for Parallel K-Means on MapReduce.
Sami Al GhamdiGiuseppe Di FattaFrederic T. StahlPublished in: IDCS (2015)
Keyphrases
- k means
- parallel processing
- parallel programming
- high performance data mining
- parallel computing
- distributed processing
- clustering algorithm
- data parallelism
- massively parallel
- parallel computation
- distributed memory
- cloud computing
- map reduce
- data clustering
- evolutionary algorithm
- neural network
- self organizing maps
- graphics processing units
- text clustering
- processing units
- data partitioning
- expectation maximization
- parallel hardware