Network Monitoring and User Behavior Analysis using Neural Network

Highlights

• Developed two Artificial Neural Network (ANN) classifiers to predict network KPIs using IP traffic dataset
• In Network Monitoring: Deep ANN predicts recently visited website
• In User Behavior: Deep ANN classifies the level of traffic consumption
• Improved the data quality using data manipulation methods in Pandas and NumPy
• In comparison, the developed Deep ANN classifiers out-performed other Machine Learning algorithms