Simulation of In-Memory Database Workload: Markov Chains versus Relative Invocation Frequency and Equal Probability - A Trade-off between Accuracy and Time.
Maximilian BarnertHelmut KrcmarPublished in: ICPE (2021)
Keyphrases
- markov chain
- database
- transition probabilities
- steady state
- monte carlo method
- monte carlo simulation
- markov model
- markov processes
- monte carlo
- markov process
- probabilistic automata
- finite state
- state space
- stationary distribution
- sample path
- markov models
- transition matrix
- probability distribution
- stochastic process
- query language
- confidence intervals
- random walk
- relational databases
- assemble to order systems
- optimal policy
- data model
- web services