FSP: towards flexible synchronous parallel framework for expectation-maximization based algorithms on cloud.
Zhigang WangLixin GaoYu GuYubin BaoGe YuPublished in: SoCC (2017)
Keyphrases
- map reduce
- expectation maximization
- computationally efficient
- lightweight
- center based clustering
- significant improvement
- data structure
- learning algorithm
- em algorithm
- worst case
- main contribution
- times faster
- orders of magnitude
- theoretical analysis
- machine learning
- parallel machines
- highly efficient
- machine learning algorithms
- data sets
- cloud computing
- data mining techniques
- optimization problems