1、Bell Labs ConsultingData mesh and distributed data architecture for telco networksEnabling autonomous networksWhite paperAbdol Saleh,Astha Sharma and Harold Batteram2White paperData mesh and distributed data architecture for telco networksBell Labs ConsultingContentsExecutive summary 3Autonomous net

2、works 4Basics of autonomous networks 4AI and data platforms as key enablers 6Distributed data architecture for ANs 7Incorporating data mesh principles in a telco distributed data architecture 10Defining data domains 10Data mesh 11Self-service platform:removing siloes through data fabric 11End-to-end

3、 data fabric 12Data lakehouse 14Data lakehouse and autonomous networks 16Blueprint of distributed data platform aligned with layered telco architecture 17Federated governance 18Application to telecommunication autonomous networks 19Conclusion and further discussion 20Abbreviations 20References 213Wh

4、ite paperData mesh and distributed data architecture for telco networksBell Labs ConsultingExecutive summaryAutonomous networks(AN)are designed to significantly reduce manual intervention.By leveraging advanced automation,AI,and machine learning,AN can self-optimize and manage services within pre-de

5、fined reliability thresholds.This reduces operational costs,minimizes human error,and enhances service quality by dynamically adjusting to network conditions in real-time.ANs can also scale services according to demand,ensuring efficient use of network resources.Furthermore,their ability to adapt sw

6、iftly to changing business requirements makes them invaluable in addressing new market opportunities,launching innovative services,and responding to evolving customer needs,while maintaining robust security and reliability standards.Autonomous telecom networks demand a robust,distributed data platfo