Uncertainty quantification through Monte Carlo method in a cloud computing setting.
Americo Cunha Jr.Rafael NasserRubens SampaioHélio LopesKarin K. BreitmanPublished in: CoRR (2021)
Keyphrases
- cloud computing
- monte carlo method
- markov chain
- monte carlo
- computing resources
- genetic algorithm
- data management
- data center
- cloud computing environment
- distributed computing
- posterior distribution
- big data
- service providers
- cloud storage
- bayesian learning
- cloud computing platform
- business models
- learning machines
- database systems
- latent variables
- mathematical models
- bayesian framework
- grid computing
- databases
- data sets
- virtual machine
- model selection
- maximum likelihood estimation
- particle filter
- state space
- probability distribution
- private cloud