DPU推動5G智能化

1、DPU推動5G智能化2AI on 5GDPU for Aerial and 5G edgeDOCA and DPUAGENDA35G 時代的商業(yè)場景網(wǎng)絡(luò)能力提升AI在邊緣的應(yīng)用Internet of (Stupid) Things“Private 5G”Bandwidthx100more BW Enable more applications4SMART CITIESCar movements Ride-Share taxis UtilitiesCivic CamerasINDUSTRIALCollaborative Robotics Human to machine Collaboratio

2、nHEALTHCAREPatient Data Wearable data and remote early PrognosisM&EContent Personalization Video stream with Real-Time InputRETAILCustomer Service RobotsTargeted AdvertisingPOS AutonomousStoresTRANSPORTIntelligent Connected Vehicles Autonomous DrivingSelf-Coordinated UAVs5G加速人工智能對各行各業(yè)的影響AI-on-5G$10+

3、 Trillion In Global Economic Value by 2035AI-ON-5GReal-Time Traffic Prioritization邊緣架構(gòu)的變革Disaggregating the RUBBUFronthaulRF / dedicated cablesEPCBackhaulEthernetL-RLCH-MACL-MACH-PHYL-PHYRFH-RLCEthernetEthernetEthernetEthernetDUEthernetUPFCUEthernetEthernetDU7人工智能5G邊緣數(shù)據(jù)中心High Performance 5G | AI Ena

4、bled | Cloud nativeHybrid Cloud, Any CloudHGX = CRANEGX = DRANSoC /Converged AcceleratorDATAVOICEAR / VRROBOTICSIoTAV5G UPFL2/L3 Stack5G PHYKVM + K8SIVADPUsGPUsAR/VRIIoTHyperconverged Edge AICPUsRANCoreAI AppsOSHardwareApp1App2App3NRT- RICX-AppsNVIDIA計(jì)算平臺提供對5G網(wǎng)絡(luò)的全棧開發(fā)支持Scale-upHigh Performance | AI |

5、 CloudnativeDGXHGXEGXScale-outPublic CloudSoC / EmbeddedMETROPOLISAI CityISAACManufacturingCLARAHealthcareAPPLICATION FRAMEWORKSNGCThird-Party ISVsKubernetesVirtualizationSecurityCUDA-XCUDAMETROPOLISSmart RetailAERIAL 5GAERIAL 加速5G RANCNDURUN6BHMHFHApplication Acceleration Libraries: cuBBTelco Grade

6、, High Performance HW SystemsCOTS Servers, SoC PlatformsData and Network IO Acceleration: cuVNF( I/O, Pipelining, data placement, QOS, Isolation)Application Layer: 5G vRANOptimized Driver Stack CUDA, Mellanox OFEDCUEdge Cloud Platform:VNF orchestration stack(K8s, ONAP, etc.)DCAERIALAERIAL SDK 軟件定義 R

7、AN開發(fā)套件Highly programmable | Scalable | COTS | EmbeddedDPUDOCA/OFEDGPU + DPU + CPU實(shí)現(xiàn)一站式邊緣節(jié)點(diǎn)能力Streamlined Inline Data Flow Model | dGPUDPUGPUCPUUPLINK DATA FLOWDPUGPUCPUDOWNLINK DATA FLOWFronthaulMidhaulFronthaulMidhaulTransport BlocksTransport BlocksDPU實(shí)時時鐘滿足5G無線DU實(shí)現(xiàn)需求PTP/ptp4lServerPHC2SYSPHC2SYSSer

8、verNVIDIA DPU/ConnectX-6DXCC20 nsec400 nsec400 nsecCCNNDPUPaaS組件服務(wù)器PaaS平臺服務(wù)器IaaS平臺裸金屬服務(wù)器DPU增強(qiáng)邊緣網(wǎng)絡(luò)部署智能智能網(wǎng)卡的不同應(yīng)用場景和多種部署方案DPU存儲虛擬化安全網(wǎng)絡(luò)虛擬化VM/ContainerVM/Container容器Hypervisor存儲虛擬化安全網(wǎng)絡(luò)虛擬化VM/ContainerVM/Container虛機(jī)HypervisorDPU存儲虛擬化安全網(wǎng)絡(luò)虛擬化裸金屬將平臺軟件卸載到智能卡上虛擬化智能卡模擬網(wǎng)口和存儲設(shè)備，支持遷移容器化容器網(wǎng)絡(luò)和存儲下沉至智能卡Developer Zone W

9、ebsiteSDK Manager SupportTools (compiler, benchmarks, etc.)DOCA drivers and libsAPI References & GuidesExamples & Reference Applications Accelerated Solutions IntegrationDOCADPU上的“CUDA”：DOCA1.1平臺DOCA的開發(fā)棧APPLICATIONSDOCA SERVICES(containers-based)DOCA LIBSDOCA DRIVERSRDMAVerbs, DevX GPU DirectDPIRive

10、rMaxDOCA REGEXAPUcuNet, FlexIOUCX/UCCDPU Management AgentsSecurityDPDK RegEx DPDK SFTDPDK IPsec kTLSKernel IPsecNetworkingASAP2 (CT, VirtIO) DPDKP4 P4-RT VMAebpfHPC/AISHARPStorageSNAP (NVMe, VirtIO)VirtIO-FS XTS CryptoDOCA FLOWGateway/Firewall5TPSSSDN AgentOVN/OVS/EVPNDPU Telemetry Agent(CollectX)NetworkingSecurityStorageHPC/AIMediaTelcoComm Channel SNAPI, gRPCDPU BlueField and BlueField-XDOCAMPIPGAS, SHMEMStorageSNAP (Blk, File), NVMFErasure codingT10DIFSPDKBLUEFIELD-