Topology Aware Internet Traffic Forecasting Using Neural Networks

  title={Topology Aware Internet Traffic Forecasting Using Neural Networks},
  author={Paulo Cortez and Miguel Rio and Pedro Nuno Miranda de Sousa and Miguel Rocha},
Forecasting Internet traffic is receiving an increasing attention from the computer networks domain. Indeed, by improving this task efficient traffic engineering and anomaly detection tools can be developed, leading to economic gains due to better resource management. This paper presents a Neural Network (NN) approach to predict TCP/IP traffic for all links of a backbone network, using both univariate and multivariate strategies. The former uses only past values of the forecasted link, while… CONTINUE READING