Network traffic estimation using Markov chain and Incremental Gaussian Mixture.
Deniz KumluIbrahim HökelekPublished in: SIU (2015)
Keyphrases
- markov chain
- network traffic
- gaussian mixture
- monte carlo simulation
- density estimation
- em algorithm
- transition probabilities
- anomaly detection
- intrusion detection
- monte carlo
- state space
- expectation maximization
- monte carlo method
- gaussian mixture model
- closed form
- probability density function
- random walk
- intrusion detection system
- parameter estimation
- covariance matrix
- maximum likelihood estimation
- mixture model
- transition matrix
- higher order