Reinforcement Learning-based Autoscaling of Workflows in the Cloud: A Survey.
Yisel GariDavid A. MongeElina PaciniCristian MateosCarlos García GarinoPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- data processing
- cloud computing
- function approximation
- markov decision processes
- optimal policy
- reinforcement learning algorithms
- model free
- state space
- robotic control
- web services
- transfer learning
- transition model
- virtual machine
- supervised learning
- databases
- reinforcement learning methods
- exception handling
- robot control
- machine learning
- learning algorithm
- workflow management systems
- business processes
- learning capabilities
- inter organizational
- scientific workflows
- dynamic programming
- workflow model