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1、英英特特尔尔 云云边边一一体体造造就就未未来来企企业业数数字字化化之之路路许许渊渊Intel资深架构师英特尔资深架构师许许渊渊边边缘缘计计算算：企企业业转转型型的的下下一一个个前前沿沿它将改变生活、业务并创造新的自动化效率Improving patient care to rural areas through real-time diagnosis and treatment for life-saving benefits Predictive manufacturing safety improvements before equipment malfunctionsNew busine

2、ss models to create personalized customer experiences that anticipate needs Driverless cars with increased safety features,optimizations in fuel 英英特特尔尔以以整整体体的的方方式式推推动动边边缘缘计计算算从边缘到云的强大产品组合助力客户和合作伙伴利用市场新兴趋势6 63 3%of connections are expected to take place across 5G networks by 202558 82 2%of large ente

3、rprises have adopted a hybrid cloud strategy,indicating a willingness to leverage multiple IT deployments11 1/3 3 of all workloads in the world will run at the edge25 55 5%of enterprises will rely on AI for business-critical workloads by 202432 25 5 b bi il ll li io on n IoT devices will be deployed

4、 globally by 20304On-premiseEdgeNetwork Edge or Regional CenterCoreNetworkCloud DataCenterIoT andDevicesEdge-to-cloud architectures leverage the scalability of cloud environments with low latency,high-reliability of edge 塑塑造造技技术术的的未未来来助助力力解解决决边边缘缘挑挑战战环环境境Edge-Enhanced Silicon,Data,and Network Securi

5、ty复复杂杂性性 Application Convergence,Streamlined Integration,Standards 上上市市时时间间Validated Software Reference Designs Market Ready Solutions,and Mature Developer Ecosystem拥拥有有成成本本Reusable,Scalable from AI to IoT to 5GAbstract Hardware Complexity,Make it Low-touch,and Cloud-Like Agility开开发发边边缘缘计计算算领领域域经经验验

6、证证的的广广泛泛且且深深入入的的覆覆盖盖I IN NT TE EL L E ED DG GE E T TE EC CH HN NO OL LO OG GY Y S SO OL LU UT TI IO ON NS SV VA AS ST TI IT T/O OT T/C CT T C CO ON NV VE ER RG GE EN NC CE E E EX XP PE ER RI IE EN NC CE E F FA AS ST T-T TO O-A AD DO OP PT T I IO OT TS SE EC CU UR RI IT TY YF FO OU UN ND DA AT TI IO

7、ON NE EX XP PE ER RT TI IS SE E I IN NA AI I A AT T T TH HE E E ED DG GE ES SI IMMP PL LI IF FY YI IN NG G N NE ET TWWO OR RK KD DE EP PL LO OY YMME EN NT TS ST TE EN NS S O OF F T TH HO OU US SA AN ND DS S O OF F E EN ND D U US SE ER R D DE EP PL LO OY YMME EN NT TS S大大量量的的客客户户部部署署案案例例 跨跨行行业业的的实实际际

8、价价值值 Launched the 1st End To EndCloud NativeWireless NetworkWorlds First Cloud-Native NetworkI In nt te el l X Xe eo on n p pr ro oc ce es ss so or rs sI In nt te el l E Et th he er rn ne et t N Ne et twwo or rk k A Ad da ap pt to or rs s I In nt te el l F FP PG GA As sO Op pe en nN NE ES SS SF Fl l

9、e ex xR Ra an nBetter MonetizedData ThroughoutNetwork ValueChainNext-Gen CDNsI In nt te el l X Xe eo on n p pr ro oc ce es ss so or rs sI In nt te el l O Op pt ta an ne e S SS SD Ds s(formerly CenturyLink)IncreasedEfficiency WhileReducing Cost 1Edge Analytics,Machine LearningE Ed dg ge e I In ns si

10、ig gh ht ts s f fo or r I In nd du us st tr ri ia al l A AI I a al lg go or ri it th hmms sHelped Stores Meet Social Distancing+OccupancyRequirementsAI for Social DistanceI In nt te el l MMo ov vi id di iu us s V VP PU Us s I In nt te el l A At to omm,I In nt te el l C Co or re e,a an nd d I In nt t

11、e el l X Xe eo on n p pr ro oc ce es ss so or rs sO Op pe en nV VI IN NO O Collaboratied on Open Industry Standards TechnologiesOpen Process AutomationI In nt te el l X Xe eo on n ,I In nt te el l C Co or re e,a an nd d I In nt te el l A At to omm p pr ro oc ce es ss so or rs s New Edge Computing So

12、lutions to Support MNOsCDN and Smart CitiesI In nt te el l X Xe eo on n D D p pr ro oc ce es ss so or rs sO Op pe en nV VI IN NO O O Op pe en nN NE ES SS S2 2 +Enhanced Store,Staffing,and Customer Insights Computer Vision for Smart RetailI In nt te el l X Xe eo on n D D p pr ro oc ce es ss so or rs

13、sI In nt te el l MMo ov vi id di iu us s V VP PU Us s I In nt te el l Q QA AT T O Op pe en nV VI IN NO OO Op pe en nN NE ES SS S+1 Intel Helps Audi Achieve Precision Manufacturing&Industrial Automation,Intel.Results may vary.2 Companies will be incorporating OpenNESS for networking workloads in the

14、英英特特尔尔云云边边一一体体化化参参考考架架构构I Io oT T 设设备备生成数据E Ed dg ge e第一层数据治理私私有有/区区域域云云全量数据处理&控制中心P Pu ub bl li ic c/MMu ul lt ti i C Cl lo ou ud d全量数据处理&存储控制中心统统一一基基础础架架构构统统一一调调度度统统一一数数据据平平面面服务基础架构DataControlE Ed dg ge e P Pa aa aS SE Ed dg ge e I Ia aa aS SE Ed dg ge e S Sa aa aS S英英特特尔尔云云边边一一体体化化参参考考架架构构Intel E

15、thernetNetwork AdapterIntel Optane Persistent MemoryIntel QuickAssist Technology基基础础Intel Silicon Photonics应应用用/数数据据服服务务A Ap pp p F Fr ra amme ewwo or rk kRegular AppData Presentation Device ControlD Da at ta a F Fr ra amme ewwo or rk kData Ingest Pre-processingData InsightR Re ea al lt ti imme e F

16、Fr ra amme ewwo or rk k Event processing API GatewayRealtime workloadA AI I F Fr ra amme ewwo or rk kAI InferenceFinetune modelData Tagging统统一一调调度度C Cu us st to omm统统一一基基础础架架构构能能力力中中心心U Un ni if fi ie ed d A Ac cc ce es ss s场场景景统统一一数数据据平平面面生生产产中中心心质质量量中中心心资资产产中中心心供供应应链链中中心心ManufacturingRetailHealth&

17、Life SciencesOil&GasSmart CityTRange of enhancements include precision time controls,integrated remote management,functional safety+long-life support critical to real-time edge applications like autonomous robotics+transportation control.边边缘缘计计算算增增强强I In nd du us st tr ri ia al l U Us se e c co on n

18、d di it ti io on ns sL Lo on ng g l li if fe e E Ex xt te en nd de ed d s su up pp po or rt t a an nd d a av va ai il la ab bi il li it ty yT Tu un ne ed d a an nd d o op pt ti immi iz ze ed d f fo or r s sp pe ec ci if fi ic c u us se e c co on nd di it ti io on ns s传传输输、存存储储、计计算算赋赋能能边边缘缘CPUs and i

19、ntegrated graphics for deep learning,edge inference,and vision workloadsAccelerator cards for computer vision,genomics,financial services and moreIntel FPGA PAC N3000Intel FPGA PAC D5005Intel PAC with Intel Arria 10 GX FPGAIntel Agilex F-Series FPGA Development KitVPUs and FPGAs for deep learning an

20、d vision processing Intel Vision Accelerator边边缘缘 A AI I传传输输、存存储储、计计算算赋赋能能边边缘缘边边缘缘 5 5G G传传输输、存存储储、计计算算赋赋能能边边缘缘I IN NT TE EL L A AT TO OMM P PR RO OC CE ES SS SO OR RS SI IN NT TE EL L X XE EO ON N S SC CA AL LA AB BL LE E P PR RO OC CE ES SS SO OR RS SI IN NT TE EL L e eA AS SI IC C D DE EV VI IC CE

21、 ES SI IN NT TE EL L E ET TH HE ER RN NE ET T T TE EC CH HN NO OL LO OG GY YI IN NT TE EL L T TO OF FI IN NO O S SE ER RI IE ES S边边缘缘系系统统参参考考架架构构边边缘缘服服务务器器参参考考架架构构特特殊殊设设计计，防防水水，防防尘尘，宽宽温温/湿湿范范围围，E EMMI I/E EMMC C，噪噪音音，维维护护，安安全全，连连接接/I IO O 等等O OT TI II I/O OT TI IC C 2 2U U O OT TI II I/O OT TI IC C

22、1 1U U E Ef ff fi ic ci ie en nt t E Ed dg ge e C Cl lo ou ud d S Se er rv ve er rP Pe er rf fo or rmma an nc ce e E Ed dg ge e C Cl lo ou ud d S Se er rv ve er r (室室内内)P Pe er rf fo or rmma an nc ce e E Ed dg ge e C Cl lo ou ud d S Se er rv ve er r (室室外外)P Pe er rf fo or rmma an nc ce e E Ed dg ge

23、e C Cl lo ou ud d S Se er rv ve er r (存存储储)4 4G G L LT TE E4 4G G&G GP PS S R Ro ou ut te er rL Li ig gh ht tn ni in ng g p pr ro ot te ec ct ti io on n a ad da ap pt te er rP Po oE E S Swwi it tc ch hG GP PS SO Ou ut td do oo or r S Se er rv ve er r4 4G G&G GP PS S R Ro ou ut te er r A Ad da ap pt

24、te er rP PD DU UA Ad da ap pt te er r f fo or r P Po oE E s swwi it tc ch hF Fr ro on nt tR Re ea ar r4 43 38 8mmmm4 41 10 英英特特尔尔 S Smma ar rt t E Ed dg ge e 架架构构统一多节点/集群/多站点管理多租户与权限管理平台监控报警安全节点认证与服务节点&应用全生命周期管理私有无线体验调度策略管理拓扑管理应用与服务目录网络策略管理端端到到端端管管理理平平台台边边缘缘控控制制器器D DE EV VE EL LO OP PE ER R E EX XP

25、P K KI IT T (F FO OR R D DE EV VE EL LO OP PE ER RS S)零零信信任任安安全全模模型型P PR RI IV VA AT TE E WWI IR RE EL LE ES SS S E EX XP P K KI IT T,S SA AS SE E E EX XP P K KI IT T(F FO OR R B BU UI IL LD DE ER RS S)E ED DG GE E N NO OD DE E (F FO OR R E EN NT TE ER RP PR RI IS SE E B BU UY YE ER RS S)企业客户优优化化的的边

26、边缘缘硬硬件件平平台台(CPU+NIC+Acceleration+Storage)LTS 实时操作系统认证 Smart Edge Kubernetes Engine,第三方K8S Engines负负载载（通通过过H He el lmm部部署署）C CO OMMMMO ON N S SY YS ST TE EMM C CO OMMP PO ON NE EN NT TS S私私有有无无线线S SA AS SE E应应用用工业零售政府医疗企业容器引擎(Docker)&虚拟化(kubevirt)Security ServicesDeployment ServicesTelemetry Services

27、RAN/Core ServicesService Mesh裸金属部署和配置管理 5FCore UP/CP5G RAN CU/DU4G EPCSDWAN防火墙DNSResource MgmtStorage ServicesAnalytics w/OpenVINODataplane ServicesAccelerator SE Ed dg ge e N No od de e英英特特尔尔 S Smma ar rt t E Ed dg ge e O Op pe en n D De ev ve el lo op pe er r E Ex xp pe er ri ie en nc ce e K Ki it

28、 t图图例例O Op pe en n S So ou ur rc ce e c co ommp po on ne en nt ts sIntel Smart Edge Open microservices&enhancementsK Ku ub be er rn ne et te es s MMa as st te er rK Ku ub be er rn ne et te es s C Co on nt tr ro ol l P Pl la an ne eS Sy ys st te emm P Po od ds sBIOS/FWNFDCMKC CN NI ISRIOV-CNIMultusCa

29、licoP Pl la at tf fo or rmm P Po od ds sS SR RI IO OV V D De ev vi ic ce e P Pl lu ug gi in nT Te el le emme et tr ry yNode Exporter,Telegraf,collectdKube-proxyKubletU Ub bu un nt tu u +D Do oc ck ke er r C CR RI I +L Li ib bv vi ir rt tH Ha ar rd dwwa ar re e:C CP PU U,MMe emmo or ry y,N NI IC C,T

30、TP PMM 2 2.0 0,U UE EF FI I S Se ec cu ur re e B Bo oo ot tI In nt te el l S Smma ar rt t E Ed dg ge e O Op pe en n U UI IKubernetes API serverKubernetes SchedulerKubernetes Controller ManagerKubernetes Web UI dashboardetcdkubctlJobsdeploymentNode Feature discoveryTopology managerA Ap pp pl li ic ca

31、 at ti io on n P Po od dContainerReference ApplicationDefaultNIC VFLatest updates in Intel Smart Edge Open 21.12 Releasehttps:/ iS Se ec cL L C Co on nt tr ro ol ll le er r/S Sc ch he ed du ul le er r A At tt te es st ta at ti io on n S Se er rv vi ic ce e (o on n A AWWS S)i iS Se ec cL L V Ve er ri

32、 if fi ic ca at ti io on n s se er rv vi ic ce es sI In nt te el l S SG GX X P Pr ro ov vi is si io on ni in ng g s se er rv vi ic ce eI In nt te el l S Se er rv vi ic ce es sI In nt te el l S SG GX X P Pr ro ov vi is si io on ni in ng g C Ce er rt ti if fi ic ca at te e s se er rv vi ic ce eI In nt

33、 te el l S SG GX X p pl lu ug gi in nD De ev ve el lo op pe er r E Ex xp pe er ri ie en nc ce e K Ki it t 包包含含两两个个集集群群:云中的DEK 集群运行IsecL 和 SGX 控制平面服务。控制平面服务为边缘应用和服务提供安全证明和安全环境。边缘测的DEK集群（通常是on-premises）运行边缘服务与应用。灵灵活活的的部部署署选选择择：基本安装支持快速部署边缘节点无需平台和安全服务全安装提供完整DEK体验英英特特尔尔 S Smma ar rt t E Ed dg ge e P Pr

34、ri iv va at te e WWi ir re el le es ss s E Ex xp pe er ri ie en nc ce e K Ki it tLatest updates in Intel Smart Edge Open 22.01 Releasehttps:/ 图图例例O Op pe en n S So ou ur rc ce e c co ommp po on ne en nt ts sIntel Smart Edge Open microservices&enhancementsP Pr ri iv va at te e WWi ir re el le es ss s

35、 E Ex xp pe er ri ie en nc ce e K Ki it t 部部署署以以下下3 3G GP PP P 服服务务:NG-RAN(gNodeB DU 和 CU)客户平面功能(UPF)数据网络(edge applications)5GC 控制平面功能包括访问与移动管理功能(AMF)以及session 管理功能(SMF).E Ed dg ge e N No od de e U Us se er r P Pl la an ne eU UP PF F P Po od dNIC VFNIC VFContainerPacket Processing ULCL ClassifierC C

36、N NI ISRIOV-CNIMultusUserspace CNICalicoP Pl la at tf fo or rmm P Po od ds sSRIOV Device PluginT Te el le emme et tr ry yNode Exporter,Telegraf,collectdKube-proxyKubletL LT TS S L Li in nu ux x +R Re ea al l T Ti imme e K Ke er rn ne el l +D Do oc ck ke er r C CR RI I +L Li ib bv vi ir rt tH Ha ar r

37、d dwwa ar re e:X Xe eo on n C CP PU U,MMe emmo or ry y,N NI IC C,F FE EC C A Ac cc ce el le er ra at ti io on nK Ku ub be er rn ne et te es s MMa as st te er rK Ku ub be er rn ne et te es s C Co on nt tr ro ol l P Pl la an ne eI In nt te el l S Smma ar rt t E Ed dg ge e O Op pe en n U UI IKubernetes

38、 API serverKubernetes SchedulerKubernetes Controller ManagerKubernetes Web UI dashboardetcdkubctlJobsdeploymentNode Feature discoveryTopology managerTelemetry aware schedulingS Sy ys st te emm P Po od ds sDNSBIOS/FWNFDCMKEdge Interface ServiceA Ap pp pl li ic ca at ti io on n P Po od dContainerOpenV

39、INODefaultE Ed dg ge e N No od de e C Co on nt tr ro ol l P Pl la an ne eA AMMF F F Fu un nc ct ti io on n P Po od dContainerC CN NI ICalicoMultusT Te el le emme et tr ry yNode Exporter,Telegraf,collectdL LT TS S L Li in nu ux x +D Do oc ck ke er r C CR RI I +L Li ib bv vi ir rt tH Ha ar rd dwwa ar

40、re e:X Xe eo on n C CP PU U,MMe emmo or ry y,N NI IC CQAT Device PluginF Fl le ex xR RA AN N D DU U P Po od dNIC VFFEC VFNIC VFDefaultL1/L2 ContainerIOBBU poolL3 ContainerIOMAC/SchWireless FEC Device PluginS SMMF F F Fu un nc ct ti io on n P Po od dContainerS Sy ys st te emm P Po od ds sDNSBIOS/FWNF

41、DCMKEdge Interface ServiceKube-proxyKubletDefaultDefaultIntel Xeon Gold 6338N Processors:2.2G,32C/64T256GB RDIMM per server,3200MT/s2 Intel X710DA4FH NICIntel FPGA PAC N3000Intel ACC100Intel QuickAssist Adapter 8970LTS Linux Operating System w/real-time kernel patch已已验验证证的的平平台台:如如何何使使用用融融合合的的工工具具与与服

42、服务务加加速速边边缘缘服服务务创创新新I IN NT TE EL L C CO ON NV VE ER RG GE ED D E ED DG GE E I IN NS SI IG GH HT TS SWireless-Network Ready Intelligent Traffic MgmtI IN NT TE EL L R RF FP P R RE EA AD DY Y K KI IT TS SI IN NT TE EL L MMA AR RK KE ET T R RE EA AD DY Y S SO OL LU UT TI IO ON NS SF FO OR R K KE EY Y U

43、US SE E C CA AS SE ES SA Av va ai il la ab bl le e o on n I In nt te el l e ed dg ge e s so of ft twwa ar re e h hu ub b Q Q3 3 2 20 02 20 0O OP PT TI IMMI IZ ZE ED D A AN ND D P PR RE E-B BU UN ND DL LE ES S+I IN NF FE ER RE EN NC CE EA AN NA AL LY YT TI IC CS SN NE ET TWWO OR RK KC CT T I IN NS SI

44、 IG GH HT TS S I IT T A AN ND D O OT T I IN NS SI IG GH HT TS S MME ED DI IA AA AC CC CE EL LE ER RA AT TE E T TI IMME E T TO O B BU US SI IN NE ES SS S O OU UT TC CO OMME ES S A AN ND D L LO OWWE ER RI IN NG G T TO OT TA AL L C CO OS ST T O OF F O OWWN NE ER RS SH HI IP PD DE EV VE EL LO OP PE ER R

45、 K KI IT TS SS SO OF FT TWWA AR RE E P PA AC CK KA AG GE ER RE EF F.I IMMP PL LE EMME EN NT TA AT TI IO ON NS SE EC CO OS SY YS ST TE EMM S SC CA AL LE EC CO ON NV VE ER RG GE ED D E ED DG GE E R RE EF FE ER RE EN NC CE E A AR RC CH HI IT TE EC CT TU UR RE E (C CE ER RA A)E EN NA AB BL LI IN NG G P

46、PA AR RT TN NE ER RS S T TO O B BU UI IL LD D U US SE E C CA AS SE E S SP PE EC CI IF FI IC C S SO OL LU UT TI IO ON NS S F FO OR R R RA AP PI ID D S SC CA AL LE E经经验验证证的的方方案案加加速速市市场场化化Fast-to-Adopt IoT SolutionsV VE ET TT TE ED D R RE EP PE EA AT TA AB BL LE E O ON NE E-S ST TO OP P S SO OL LU UT T

47、I IO ON NS SI In nt te el l I Io oT T MMa ar rk ke et t R Re ea ad dy y S So ol lu ut ti io on ns sI In nt te el l I Io oT TR RF FP P R Re ea ad dy y K Ki it ts sI In nt te el l I Io oT T S So ol lu ut ti io on ns s A Al ll li ia an nc ce 借借助助英英特特尔尔 B BU UI IL LD DE ER RS S P PR RO OG GR RA AMMS S加加

48、速速市市场场化化A Broad Ecosystem and Collaboration Community of I IN ND DU US ST TR RY Y L LE EA AD DI IN NG G S SO OL LU UT TI IO ON N P PR RO OV VI ID DE ER RS SI In nt te el l A AI I B Bu ui il ld de er rs sI In nt te el l D Da at ta a C Ce en nt te er r B Bu ui il ld de er rs sI In nt te el l N Ne et twwo or rk k B Bu ui il ld de er rs 总总结结从从具具体体的的问问题题出出发发，设设立立边边缘缘计计算算战战略略，和和英英特特尔尔一一起起共共同同收收获获边边缘缘计计算算的的价价值值英英特特尔尔通通过过提提供供端端到到端端的的产产品品组组合合和和丰丰富富的的针针对对边边缘缘场场景景的的参参考考架架构构以以赋赋能能边边缘缘计计算算边边缘缘计计算算是是快快速速增增长长的的下下一一个个数数字字化化变变革革的的前前沿沿领领域域，将将会会变变革革现现有有的的I IT T架架构构T TH HA AN NK KS S