Real Time Network Diagnostics – Machine Learning based.

  • Developed a predictive model for predicting problems for a feature in NSN’s Network infrastructure, given the relevant counter values.
  • Proved that the Machine Learning based solution can significantly alleviate the current issues with manual log analysis & save millions of dollars.

Technologies Used: NSN’s Private Cloud, Apache HadoopMapReduceHiveApache Mahout (Naïve Bayesian, Logistic Regression, Decision Tree) .