Revenue management for Cloud computing providers: Decision models for service admission control under non-probabilistic uncertainty.
Tim PüschelGuido SchryenDiana HristovaDirk NeumannPublished in: Eur. J. Oper. Res. (2015)
Keyphrases
- cloud computing
- admission control
- decision models
- revenue management
- service providers
- expected utility
- end to end
- cloud services
- decision theory
- service level agreements
- quality of service
- decision model
- decision theoretic
- probabilistic reasoning
- influence diagrams
- computing resources
- data center
- conditional probabilities
- resource management
- data management
- learning algorithm
- production system
- bayesian networks
- belief networks
- utility function
- control policy
- probabilistic model
- web server
- decision makers
- dynamic pricing
- belief functions
- decision problems
- optimal strategy
- end users
- random variables
- evolutionary algorithm
- multi agent systems
- databases
- machine learning