New Model-Based Methods and Algorithms for Performance and Energy Optimization of Data Parallel Applications on Homogeneous Multicore Clusters.
Alexey L. LastovetskyRavi Reddy ManumachuPublished in: IEEE Trans. Parallel Distributed Syst. (2017)
Keyphrases
- data mining techniques
- data structure
- computational cost
- data mining algorithms
- statistical methods
- data reduction
- learning models
- optimization methods
- noisy data
- data sets
- high dimensional data
- data points
- significant improvement
- benchmark datasets
- huge data sets
- methods require
- data representations
- data distribution
- machine learning algorithms
- data analysis
- efficient optimization
- input data
- training data
- data mining tasks
- clustering algorithm
- synthetic datasets
- spatial data
- data clustering
- spectral clustering
- incomplete data
- sampled data
- hierarchical clustering algorithms
- data acquisition
- high dimensional datasets
- sampling methods
- missing values
- computer systems
- knowledge discovery
- data mining