Edgenuity：边缘与人工智能的交汇点.pdf

1、1|2024 SNIA.All Rights Reserved.Edgenuity:The Intersection of Edge and AIPresented by Jeff White Dell Technologies2|2024 SNIA.All Rights Reserved.Modern Edge Computation PresentFutureBoilerPumpjackCompressorIoT GatewayIoT GatewayIoT GatewayIndustrial PCIndustrial PCIndustrial PCDatacenterDatacenterD

2、atacenterBoilerPumpjackCompressorIoT GatewayIoT GatewayIoT GatewaySensorSensorSensorControllerControllerControllerSoftControllerSensorSensorSensorEdge NativeComputation1)Common System Platform.2)Higher Computational Power.3)Shared Data/Networking.4)Inherent MultiCloud Native.5)Open System.6)Remote S

3、upport.7)Unified Security Policy.8)Software Defined Concurrency.9)Power Efficient.10)Dynamic Twin/AI/ML Enabled.Modern Edges must secure,simplify and automate complex operations and technology from Edge Through Cloud1)Bespoke Hardware Control.2)Fragmented Systems.3)Limited Data Sharing.4)Inflexible

4、To Change.5)Closed Systems.6)Onsite Expert Support Required.7)Individual Security Policy.3|2024 SNIA.All Rights Reserved.Enterprise Verticals and Telco/Emerging Use CasesEnterprise Edge Manufacturing Retail Energy Transport/Logistics Digital Cities Autonomous Systems Connected and Autonomous Vehicle

5、s Robotics UAV/UUV Soft Robots/RPATelecommunications NFVi Open RAN CDN Virtualized CPESimulation Extended Reality Consumer XR Remote Services Digital Twins/Simulation 2D to 3D Image construction Public Sector/Defense Applications Require Aspects of All AboveEmerging4|2024 SNIA.All Rights Reserved.AI

6、 Technology Frameworks Artificial Intelligence is an area of Computer Science that utilizes functions that can be trained to perform a variety of statistical/probabilistic tasks classification,ranking,regression,clustering graph/geometry discovery,density estimation,etc.AI is an universal function a