Mobile Network Traffic Prediction Using High Order Markov Chains Trained At Multiple Granularity.
Idio GuarinoAlfredo NascitaGiuseppe AcetoAntonio PescapèPublished in: RTSI (2021)
Keyphrases
- high order
- network traffic
- markov chain
- higher order
- intrusion detection
- transition probabilities
- markov model
- anomaly detection
- markov processes
- prediction accuracy
- state space
- intrusion detection system
- pairwise
- markov random field
- traffic data
- mobile devices
- random walk
- network bandwidth
- transition matrix
- long range dependence
- probabilistic automata
- internet traffic
- network intrusion detection
- covariance matrix
- model selection