Automated cloud resources provisioning with the use of the proximal policy optimization.
Wlodzimierz FunikaPawel KoperekJacek KitowskiPublished in: J. Supercomput. (2023)
Keyphrases
- cloud computing
- computing resources
- resource management
- service level agreements
- optimization problems
- private cloud
- cloud computing platform
- optimization process
- neural network
- limited resources
- fully automated
- admission control
- asymptotically optimal
- semi automated
- resource constraints
- optimization methods
- global optimization
- resource allocation
- quality of service
- optimization algorithm
- database
- data management
- management system
- cost function
- telecommunication services
- real time