人工智能在行动：用例：在电信领域利用人工智能的力量.pdf

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1、Harnessing the Power of AI in Telecom NetworksEricsson&Bell collaborationAI and connectivity shaping societyConnectivityAICloudMachine LearningGenerative AI AI agentsCloud ComputingDistributed computingMobile BroadbandDifferentiated ConnectivityReinforcement LearningEnhanced and new consumer experie

2、ncesEnterprise and public sector transformation Networks AI driven transformationDifferentiated connectivityHigh PerformingProgrammable NetworksIndustry-leading research and developmentTransformation enabler for AI driven servicesImpactTailored performance for AI applicationsIntent driven with AI an

3、d high performanceTelecom AI expertise with digital twin and real dataReliable and consistent performance for AI servicesDrive innovation and standardization for AI CapabilitiesWhat is an autonomous network?Real-time observabilityFaults,logs,metrics,customer experience indicators,complaints,configur

4、ations,etc.Anomaly detectionMulti-variate time series detection on key network performance metrics.Graph correlation Focusing on customer impact by intelligently correlating abnormal traffic patterns and failures with network incidents.Root cause analysisA combination of Graph Neural Networks,GenAI,

5、and rules-based approaches to achieve automated RCA.Automated remediationManually triggered remediation,GenAI recommendations and closed-loop automation to achieve fastest resolution.AI-Native NetworksEmbedding AI capability natively in the network at all layers of the network stackENABLED BYApplyin

6、g AI to the NetworkAI in Networks roadmap:Paving the way for high-performing programmable networksHigh-performing networks for best user experience and sustainability Rule based,enhanced with AIAI native features AI native RAN4G5G5G Advance