Intucell BU at Cisco is developing the leading SON scale system, for automatic optimization and management of cellular networks. Deployed at the leading cellular networks around the world. The Research & Machine Learning team is part of the Cisco SON (self-organizing network) group, which is a leading SON provider and a technology leader. Our team is responsible for empowering new and existing cutting-edge SON solutions with ML algorithms to support wireless technologies such as LTE, NB-IoT, 5G etc.
Data Science team: building forecast time series models – some of our advanced solutions at SON are machine learning based methods; solving the overshooting cells problem, by building feature algorithms-based graph algorithms and decision trees; predict 3G cells overloads, using random forest models, XGBoost, enhance features, and anomaly detection; and building forecast time series deep learning model-based LSTMs and Keras, to predict cell failover for 4G cells.