Vodafone, in partnership with Nokia, has released a machine learning (ML) solution, operating on Google Cloud, to rapidly detect and eliminate network anomalies before they affect Vodafone’s end customers. Built using Nokia Bell Labs technology, the Anomaly Detection Service automatically recognizes unusual behavior in a mobile cell area. Typically, this behavior, if unnoticed for a prolonged period of time, could affect the quality of service. The solution gives Vodafone engineers the ability to rapidly resolve issues such as congestion on mobile sites, interference, unexpected delays, difficulties in transferring calls between different cells and call setup failures. Besides anomaly detection, the algorithm also pinpoints patterns of change that allow Vodafone to address performance issues before they affect the customer. The operator forecasts that the anomaly detection service will be able to automatically detect and resolve 80% of mobile network problems and capacity needs. This new innovative solution is…
