AI to empower network operations Back to Exhibitor Page
Network event logs mining and problems root cause identification for core network in Orange Poland.
Operational efficiency and Smarter Networks are key objectives for Orange. To help reach those objectives, we must shift from a management paradigm centered on managing siloed network technologies to network operations centered and driven by the data produced by these networks.
For this demo, we will present a root cause identification pipeline of network failures enabled by Machine Learning for Orange Poland Networks. We have developed a smart pipeline that includes the processing of network logs and events, anomaly detection and visualization of outliers to faster the root cause identification – allowing us to move from using static rules, where we would always monitor the same events, to performing dynamic detection of patterns, by analyzing network event logs using machine learning.
This demo shows that automation, AI and Cloud are key enablers to reinvent network operations for increased efficiency and better integration of AI.