Service-oriented grid computation for large-scale parameter estimation in complex environmental modeling.
Kejing HeShoubin DongLi ZhengPublished in: SAC (2006)
Keyphrases
- parameter estimation
- service oriented
- highly dynamic
- model driven
- grid services
- maximum likelihood
- web services
- service oriented architecture
- statistical models
- model selection
- em algorithm
- least squares
- parameter values
- markov random field
- random fields
- parameter estimation algorithm
- utility computing
- expectation maximization
- real world
- workflow management
- service composition
- estimation problems
- service oriented computing
- grid computing
- model driven development
- approximate inference
- model fitting
- parameter estimates
- loosely coupled
- enabling technologies
- markov chain
- grid environment
- metamodel