Anatomy of machine learning algorithm implementations in MPI, Spark, and Flink.
Supun KamburugamuvePulasthi WickramasingheSaliya EkanayakeGeoffrey C. FoxPublished in: Int. J. High Perform. Comput. Appl. (2018)
Keyphrases
- learning algorithm
- reinforcement learning
- learning scheme
- parallel algorithm
- parallel computing
- active learning
- shared memory
- general purpose
- medical images
- learning tasks
- parallelization strategy
- learning machines
- generalization ability
- machine learning algorithms
- training examples
- scheduling problem
- learning process
- training data
- machine learning
- parallel processing
- efficient implementation
- flowshop
- graph cuts
- learning rate
- anatomical structures
- parallel implementation
- batch processing
- visible human
- real time