G-local resource management: Achieving global optimization via local inference without message passing.
Chen LiuJanelle J. HarmsMike H. MacGregorPublished in: LCN (2011)
Keyphrases
- global optimization
- resource management
- message passing
- probabilistic inference
- sum product algorithm
- inference in graphical models
- factor graphs
- sum product
- belief propagation
- loopy belief propagation
- resource allocation
- distributed systems
- max product
- junction tree
- management system
- approximate inference
- computing resources
- grid computing
- exact inference
- graphical models
- shared memory
- intelligent agents
- particle swarm optimization
- quality of service
- resource utilization
- bayesian networks
- markov random field
- constrained global optimization
- probabilistic reasoning
- deterministic annealing
- multi agent systems
- belief networks
- stereo matching
- high quality
- image processing
- real time