Task Runtime Prediction in Scientific Workflows Using an Online Incremental Learning Approach.
Muhammad Hafizhuddin HilmanMaria Alejandra RodriguezRajkumar BuyyaPublished in: UCC (2018)
Keyphrases
- incremental learning
- scientific workflows
- batch mode
- incremental learning algorithm
- semi supervised
- fuzzy artmap
- batch learning
- learning process
- case study
- scientific data
- data sets
- iterative learning
- supervised learning
- service oriented
- databases
- sensor networks
- active learning
- training set
- reinforcement learning
- learning algorithm
- data mining