A #DigitalTwin model of Radio Access based on high resolution accurate electromagnetic prediction and real time data “live network” collection to exploit Artificial Intelligence and improve operational efficiency: this is the heart of the Open Service Management and Orchestration (#SMO) approach defined by #TIM for 4G, 5G and 6G Radio Access Network (RAN) management, including #JupiterLab sandbox to support #MLOps development of #AI algorithms. This approach enables effective cooperation with industrial partners and universities, as in the #Restart program, funded by the European Union.?#OpenSMO #TIMplan References: Article in the Notiziario Tecnico TIM, special issue on Artificial Intelligence (in Italian): https://lnkd.in/dGkeGZ3r Restart Program: https://lnkd.in/ddAKXhsS
Sempre avanti, bisogna credere in questo approccio. Siete una grande squadra!
Digital Twin of the nerwork is the added value for a telco operator who make of the RAN optimization a flagship of its network deployment to ensure QoS to customers. Optimization based on AI algorithms and apps developped within an open #Sandbox environment and completely managed during different phases of their LCM through a #MLOps platform, at both design and run time. Everithing within an #OpenSMO environment for managing and orchestrating all management processses of RAN deployments. #Cloud, #Open, #AI-based.
Michele Ludovico Thanks for Sharing ??
Best Holiday wishes! Looking forward to 2024!
Innovation & Business Development #B5G #6G #V2X #IoT #FWA #FRMCS #DigitalTwin #Customer Success Management
1 年Thanks Michele Ludovico for this inspiring message and hats off to #TIM for this visionary approach! Integration of Digital Twin modeling, AI exploitation, and real-time network management perfectly aligns with vision enabling also #automation and #customization!