范子莹 (Arm China)-使用云原生范例加速和简化边缘设备的物联网软件开发.pdf

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1、 2023 ArmJacy Fan,IoT Marketing Manager,Arm ChinaMay 2023Enable Cloud Native Software Development onEdge Devices 2 2023 ArmCloudData CentersEnd to End Computing for Everything,Anyone&AnywhereEdgeEdgeCritical DataMassive Amounts of DataEdge5G Filter&ReactLocal Decisions Smart EndpointAnalyze&StoreCon

2、nectivity(Cortex-R/Cortex-M)Application(Cortex-A/Cortex-M)Embedded(Cortex-M)/NPUModem(Cortex-R)Applications/Analytics(Cortex-A)Control(Cortex-A)Neoverse3 2023 ArmSecurity,Security,Security.Secure those platforms,including common IoT services such as secure OTACloud Native Software DevelopmentUsher i

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4、ntA Modern Paradigm to Build&Deliver Cloud-enabled ApplicationsComplex software updates are deployed regularlywith Scalable DevOps,MLOps,&CI/CDDesignTrainTestDeployExample:ML Ops5 2023 ArmWhy Does This Matter at the IoT Edge?Gateway ModelCloud-native Edge ModelEmbedded workloadsSingle applicationPro

5、tocol translationLow compute powerDataActionsDataActionsCompute-capableContainersCI/CDML/AnalyticsSensor FusionActionsData(High Volume)ActionsInsights(High Volume)6 2023 ArmA Diverse Range of IoT&Embedded Developersand Their Challenges to Unlocking the Potential of the CloudEmbedded Microcontroller

6、DevelopersNo scalability with physical hardware Cloud-native DevelopersHard to run on end devicesML Trained in the CloudEdge DeviceDeploymentBinary ImageDevices fleet7 2023 ArmAutonomous&AutomotiveRoboticsSmart HomeManufacturingIndustry 4.0Accelerating Where Hardware Meets SoftwareSpecialized hetero