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MACHINE LEARNING

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Networking the future with simple text or voice commands? That’s what Nokia’s Bell Labs envisions with their new AI-centric technology – Natural-Language Networking. This breakthrough could revolutionize how network resources are managed by learning user needs over time, resulting in a self-regulating and adaptive system. As a pivotal part of the ambitious UNEXT programme, this technology simplifies network management, aiming for a seamless yet independent functioning of all network elements. An interactive OS that learns and anticipates need – the future of telecoms is unfolding right now.

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…