Insights into cloud autoscaling: a unique perspective through MDP and DTMC formal models.
Siti Nuraishah Agos JawaddiAzlan IsmailMuhammad Nur Haziq Mohammad HattaAnis Faqihah KamarulzamanPublished in: J. Supercomput. (2024)
Keyphrases
- formal models
- markov chain
- finite state
- state space
- rule based systems
- formal model
- transition probabilities
- cloud computing
- markov decision processes
- process model
- data analytics
- markov decision process
- reinforcement learning
- optimal policy
- pattern recognition
- dynamic programming algorithms
- sufficient conditions
- search space
- average cost
- natural language
- average reward
- real time
- causal inferences