Utility Functions and Resource Management in an Oversubscribed Heterogeneous Computing Environment.
Bhavesh KhemkaRyan FrieseLuis Diego BricenoHoward Jay SiegelAnthony A. MaciejewskiGregory A. KoenigChris GroërGene OkonskiMarcia HiltonRajendra RambharosSteve PoolePublished in: IEEE Trans. Computers (2015)
Keyphrases
- resource management
- utility function
- computing environments
- grid computing
- management system
- resource allocation
- multi attribute
- decision makers
- decision problems
- expected utility
- grid systems
- decision theory
- computing resources
- service discovery
- quality of service
- probability distribution
- resource utilization
- preference elicitation
- grid environment
- intelligent agents
- pervasive computing
- mobile agents
- social welfare
- pervasive computing environments
- context awareness
- mobile computing
- utility elicitation
- expert systems
- influence diagrams
- decision making
- learning algorithm
- generalized additive
- resource usage
- data mining