Predicting Workflow Task Execution Time in the Cloud Using A Two-Stage Machine Learning Approach.
Thanh-Phuong PhamJuan José DurilloThomas FahringerPublished in: IEEE Trans. Cloud Comput. (2020)
Keyphrases
- machine learning
- workflow management systems
- control flow
- cloud computing
- scientific workflows
- machine learning methods
- data flow
- workflow engine
- data analysis
- learning algorithm
- workflow execution
- feature selection
- learning systems
- exception handling
- decision trees
- artificial intelligence
- natural language processing
- knowledge acquisition
- explanation based learning
- web services
- computer vision
- machine learning approaches
- text classification
- learning tasks
- workflow management
- machine learning algorithms
- information extraction
- knowledge representation
- computer science
- pattern recognition
- data mining
- execution model
- document management
- workflow processes
- workflow systems
- neural network
- plan execution
- inductive learning
- data center
- process model
- business processes
- semi supervised learning
- support vector machine
- knowledge discovery
- query processing