Cisco

Overview

DESCRIPTION

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.

AI EMPLOYEES
9
AI TYPES
Machine Learning
ML TYPES
Reinforcement Learning Supervised Learning Unsupervised Learning
AI ALGORITHMS
Graph algorithms LSTM Neural Network Time Series data
AI TOOLS
Keras Pandas Scikit-Learn
CODING
Python

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