Probabilistic model checking of perturbed MDPs with applications to cloud computing.
Yamilet R. Serrano LlerenaGuoxin SuDavid S. RosenblumPublished in: ESEC/SIGSOFT FSE (2017)
Keyphrases
- cloud computing
- model checking
- reachability analysis
- temporal logic
- finite state
- markov decision processes
- computing resources
- data center
- model checker
- formal verification
- automated verification
- cloud computing environment
- temporal properties
- data management
- probabilistic planning
- service providers
- formal specification
- reinforcement learning
- symbolic model checking
- timed automata
- epistemic logic
- computation tree logic
- cloud computing platform
- bounded model checking
- transition systems
- state space
- verification method
- optimal policy
- dynamic programming
- formal methods
- private cloud
- modal logic
- probability theory
- database
- original data
- databases