A Markov Chain Based Resource Prediction in Computational Grid.
Lili ShiShoubao YangLiangmin GuoBin WuPublished in: FCST (2009)
Keyphrases
- markov chain
- computational grids
- steady state
- finite state
- markov process
- transition probabilities
- monte carlo
- monte carlo method
- random walk
- markov model
- grid environment
- state space
- transition matrix
- stationary distribution
- monte carlo simulation
- resource allocation
- resource management
- grid computing
- markov chain monte carlo
- machine learning
- geographically distributed
- dynamic programming
- optimal solution
- web services
- learning algorithm