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) .
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