A Q-learning approach for the autoscaling of scientific workflows in the Cloud.
Yisel GariDavid A. MongeCristian MateosPublished in: Future Gener. Comput. Syst. (2022)
Keyphrases
- scientific workflows
- reinforcement learning
- cloud computing
- scientific data
- service oriented
- semantic annotation
- web services
- learning algorithm
- state space
- multi agent
- workflow systems
- file system
- data model
- data management
- data collection
- virtual machine
- artificial intelligence
- software engineering
- case study
- metadata
- data mining