2 citations · 3 across the 6 of their papers we have counts for
5 papers · 1 filter
Transfer Learning Based Efficient Traffic Prediction with Limited Training Data
Sajal Saha, Anwar Haque, Greg Sidebottom
Efficient prediction of internet traffic is an essential part of Self Organizing Network (SON) for ensuring proactive management. There are many existing solutions for internet tra…
Wavelet-Based Hybrid Machine Learning Model for Out-of-distribution Internet Traffic Prediction
Sajal Saha, Anwar Haque, Greg Sidebottom
Efficient prediction of internet traffic is essential for ensuring proactive management of computer networks. Nowadays, machine learning approaches show promising performance in mo…
Deep Sequence Modeling for Anomalous ISP Traffic Prediction
Sajal Saha, Anwar Haque, Greg Sidebottom
Internet traffic in the real world is susceptible to various external and internal factors which may abruptly change the normal traffic flow. Those unexpected changes are considere…
An Empirical Study on Internet Traffic Prediction Using Statistical Rolling Model
Sajal Saha, Anwar Haque, Greg Sidebottom
Real-world IP network traffic is susceptible to external and internal factors such as new internet service integration, traffic migration, internet application, etc. Due to these f…
Towards an Ensemble Regressor Model for Anomalous ISP Traffic Prediction
Sajal Saha, Anwar Haque, Greg Sidebottom
Prediction of network traffic behavior is significant for the effective management of modern telecommunication networks. However, the intuitive approach of predicting network traff…