RISCLESS: A Reinforcement Learning Strategy to Guarantee SLA on Cloud Ephemeral and Stable Resources.
SidAhmed YallesMohamed HandaouiJean-Emile DartoisOlivier BaraisLaurent d'OrazioJalil BoukhobzaPublished in: PDP (2022)
Keyphrases
- learning strategies
- service level agreements
- cloud computing
- computing resources
- service level
- active learning
- online learning
- service providers
- private cloud
- cloud services
- quality of service
- resource management
- cloud platform
- resource sharing
- service oriented
- resource allocation
- business process
- data management
- reinforcement learning
- learning capabilities
- data center
- human learning
- business processes
- computing infrastructure
- supply chain
- learning resources
- virtual learning environments
- limited resources
- grid services
- computer based instruction
- regression model
- virtual machine
- machine learning