Simulation of database-valued markov chains using SimSQL.
Zhuhua CaiZografoula VagenaLuis Leopoldo PerezSubramanian ArumugamPeter J. HaasChristopher M. JermainePublished in: SIGMOD Conference (2013)
Keyphrases
- markov chain
- database
- monte carlo method
- steady state
- monte carlo simulation
- finite state
- transition probabilities
- markov process
- monte carlo
- markov processes
- probabilistic automata
- state space
- relational databases
- stochastic process
- random walk
- stationary distribution
- query language
- confidence intervals
- hidden markov models
- sample path
- transition matrix
- data model
- markov model