Nokia

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 Hadoop, MapReduce, Hive, Apache Mahout (Naïve Bayesian, Logistic Regression, Decision Tree) .