Predicting Computer Network Traffic: A Time Series Forecasting Approach Using DWT, ARIMA and RNN.
Rishabh MadanMangipudi Partha SarathiPublished in: IC3 (2018)
Keyphrases
- network traffic
- intrusion detection
- artificial neural networks
- arima model
- anomaly detection
- recurrent neural networks
- computer networks
- discrete wavelet transform
- network security
- multiresolution
- network bandwidth
- traffic volume
- network monitoring
- computer systems
- intrusion detection system
- short term
- network management
- network traffic data
- traffic data
- internet traffic
- traffic analysis
- detecting anomalous
- network intrusion detection
- hybrid model
- long term
- data mining
- neural network
- traffic patterns
- long range dependence
- traffic engineering
- network resources
- maximum likelihood
- real world