HPSVM: Heterogeneous Parallel SVM with Factorization Based IPM Algorithm on CPU-GPU Cluster.
Tao LiXuechen LiuQiankun DongWenjing MaKai WangPublished in: PDP (2016)
Keyphrases
- parallel implementation
- support vector machine svm
- learning algorithm
- classification algorithm
- gpu implementation
- clustering algorithm
- optimal solution
- k means
- dynamic programming
- parallel processing
- classification method
- computational complexity
- probabilistic model
- real time
- support vector
- feature selection
- gpu accelerated
- hierarchical clustering
- objective function
- image segmentation
- cluster of workstations