Usage of Modified Holt‐Winters Method in the Anomaly Detection of Network Traffic: Case Studies
The traditional Holt‐Winters method is used, among others, in behavioural analysis of
network traffic for development of adaptive models for various types of traffic in sample …
network traffic for development of adaptive models for various types of traffic in sample …
[PDF][PDF] Usage of holt-winters model and multilayer perceptron in network traffic modelling and anomaly detection
In modern computer networks and high-loaded business or industrial systems there is a
need of continuous availability of services and hosts (see eg [28],[29][30][34]). Inaccessibility …
need of continuous availability of services and hosts (see eg [28],[29][30][34]). Inaccessibility …
Usage of modern exponential-smoothing models in network traffic modelling
The article summarized current state of our works regarding usage of exponential smoothing
Holt-Winters' based models for analysis, modelling and forecasting Time Series with data of …
Holt-Winters' based models for analysis, modelling and forecasting Time Series with data of …
Implementation of Brutlag's algorithm in Anomaly Detection 3.0
Implementation of Brutlag's algorithm in Anomaly Detection 3.0 Page 1 Abstract—This
paper presents information about Anomaly- Detection – a Snort-based network traffic …
paper presents information about Anomaly- Detection – a Snort-based network traffic …
Usage of pseudo-estimator lad and sarima models for network traffic prediction: case studies
This article focuses on the application of SARIMA models and Last Absolute Deviation
pseudo-estimator in Auto Regression models of network traffic for various types of network …
pseudo-estimator in Auto Regression models of network traffic for various types of network …
[PDF][PDF] Research Article Usage of Modified Holt-Winters Method in the Anomaly Detection of Network Traffic: Case Studies
The traditional Holt-Winters method is used, among others, in behavioural analysis of
network traffic for development of adaptive models for various types of traffic in sample …
network traffic for development of adaptive models for various types of traffic in sample …