工業(yè)互聯(lián)網(wǎng)PaaS平臺(tái)Predix技術(shù)介紹課件

技術(shù)綜述GEConfidential–Distributionauthorizedtoindividualswithneedtoknowonly1技術(shù)綜述GEConfidential–Distribu從機(jī)器到云的擴(kuò)展Scalablefrommachinestocloud編配數(shù)據(jù)、控制和分析實(shí)現(xiàn)有效互操作性O(shè)rchestratesdata,controls,andanalyticsforeffectiveinteroperation快速響應(yīng)用戶需求Enablesquickresponsetocustomerrequirements通過服務(wù)目錄加速工業(yè)應(yīng)用Acceleratestheindustrialappeconomythroughaservicescatalog快速攝取和處理數(shù)據(jù)Ingestsandprocessesdatafaster運(yùn)用工業(yè)和材料科學(xué)分析數(shù)據(jù)Analyzesdatausingindustrialandmaterialscience安全連接各種運(yùn)行資產(chǎn)Securelyconnectsalloperatingassets建立企業(yè)與開發(fā)者的生態(tài)系統(tǒng)BuiltaroundanecosystemofcompaniesanddevelopersPredix是一個(gè)平臺(tái)

用于開發(fā)、部署、打造

工業(yè)互聯(lián)網(wǎng)應(yīng)用GEConfidential–Distributionauthorizedtoindividualswithneedtoknowonly2從機(jī)器到云的擴(kuò)展編配數(shù)據(jù)、控制和分析實(shí)現(xiàn)有效互操作性快速響應(yīng)機(jī)器到云的部署

分布式計(jì)算、擴(kuò)展性、編配3GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyExampleSCADAsystemimplementationPPredixERP/CRMLPFLPData

historianHMI

stationEngineering

workstationsPrinterControlserver

(SCADA-MTU)WiredorwirelessconnectivityControlserver

(SCADA-MTU)PPPumpValvePumpValvePressure

sensorFlow

sensorLevel

sensorPressure

sensorFlow

sensorLevel

sensorRTUPLCModem

gatewayPLocal

accessREMOTESTATIONModem

gatewayFModem

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historianPREMOTESTATIONHMI

stationPPP機(jī)器到云的部署

分布式計(jì)算、擴(kuò)展性、編配3GEConfidPredix的重要支柱

WeareChangingMorethanSoftware4GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyMicroservicesCloudFoundry-basedplatformDevOps(developeroperations)3rdpartyinnovationMeteredconsumption/costtoserveRecurringsubscriptionrevenueBillofmaterials1Engineering3Operations5Culture4FinancialsDevOpsCI/CD

(continuousintegration/continuousdelivery)Pairedprogramming(eXtremeprogramming)DevOpsOpCenterBizOps(businessoperations)Inventandsimplify

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BiasforactionCultivateameritocracyDisagreeandcommit2ProcessPredix的重要支柱

WeareChangingMoDevOps5GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyWhatisit?BenefitsToPlatformSubscribersToolsandProcessesthatstressCommunication,Collaboration

(informationsharingandwebserviceusage),Integration,Automation,

andMeasurementofcooperationbetween

DevelopersanditsOperations1Improvementinplatformquality2345RiskmitigationGettingquickreleasesSpeedierresolutionofproblemsIdealforthiscompetitivelandscapeDevOps是一組過程、方法與系統(tǒng)的統(tǒng)稱，用于促進(jìn)開發(fā)、技術(shù)運(yùn)營(yíng)和質(zhì)量保障部門之間的溝通、協(xié)作與整合。它的出現(xiàn)是由于軟件行業(yè)日益清晰地認(rèn)識(shí)到：為了按時(shí)交付軟件產(chǎn)品和服務(wù)，開發(fā)和運(yùn)營(yíng)工作必須緊密合作。傳統(tǒng)的軟件組織將開發(fā)、IT運(yùn)營(yíng)和質(zhì)量保障設(shè)為各自分離的部門。在這種環(huán)境下如何采用新的開發(fā)方法，這是一個(gè)重要的課題：按照從前的工作方式，開發(fā)和部署不需要IT支持或者QA深入的、跨部門的支持，而現(xiàn)在卻需要極其緊密的多部門協(xié)作。然而DevOps考慮的還不止是軟件部署。它是一套針對(duì)這幾個(gè)部門間溝通與協(xié)作問題的流程和方法。DevOps5GEConfidential–DistrBizOps6GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyWhatisit?BenefitsToPlatformSubscribersToolsandprocesses

thatenabletherapid,profitableMonetization

ofPredixServicesandPredix-Poweredapps

byGE,itsCustomersandPartners1InnovateonBusinessModels2345GranularControl&VisibilityonServicesToolstoEnsureProfitabilityBuildComponentsForCustomers,IterativelyVisibilityintoRevenueandCostMetrics6UnderstandProductsandMarketBizOps6GEConfidential–DistrPredix促進(jìn)合作伙伴創(chuàng)新7GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyPredix促進(jìn)合作伙伴創(chuàng)新7GEConfidentiaPredix

PaaS8GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyPredixPaaS8GEConfidential–機(jī)器到云平臺(tái)

as-a-Service9GEConfidential–Distributionauthorizedtoindividualswithneedtoknowonly機(jī)器到云平臺(tái)

as-a-Service9GEConfid建立在CloudFoundry10GEConfidential–Distributionauthorizedtoindividualswithneedtoknowonly是一個(gè)領(lǐng)先的開源平臺(tái)由

CloudFoundry社區(qū)發(fā)展,現(xiàn)由GECF道場(chǎng)為工業(yè)用例

繼續(xù)發(fā)展…用Microservices服務(wù)獨(dú)立性

-部署，規(guī)模，持續(xù)性小型代碼庫

–

易于理解允許混合技術(shù)棧

–每個(gè)工作的最佳工具

ProvidingPredixthescaleforindustrialsolutionsDataAccessUIModuleApplicationContainer建立在CloudFoundry10GEConfidenPredixMachine與Connectivity11GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyPredixMachine與Connectivity11PredixMachine服務(wù):

部署拓?fù)涫纠?/p>

12GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyPredixMachine服務(wù):

部署拓?fù)涫纠?/p>

12GM2CPredixMachine

OnGatewaysand/orControllers13GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyM2CPredixMachine

OnGatewaysPredixConnectivity14GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyWANPredixConnectivity2015ScopeEdgeGateway(PredixMachine&DDS/MessagingLAN/PAN/FANASSETSPredixConnectivity14GEConfidPredixCloud15GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyPredixCloud15GEConfidentialPredixCloudInfrastructureUsersVMWare+GuestOS(CentOS,Windows)ServerFacilitiesBlockStorageNetworkInfrastructureConnectivityVirtualizationPaaSOrchestrationBOSHCLOUDFOUNDRYRuntimeLoggingMonitoringDataRuntimeDevOpsIndustrialInternetApplicationsPredixPlatformCyber/Info/OpsSecurityNOCOPENSTACKMESOSDOCKERKVMPredixCloud架構(gòu)GEConfidential–Distributionauthorizedtoindividualswithneedtoknowonly16ObjectStoragePredixCloudInfrastructureUsePredixdeployed&managedIaaSEnhancedsecuritycontrolsPurpose-builtstackwithlowerTCOManageddatatransportservicesOptimizedforPredixworkloads,includingworld-classdataservicesFD#1FD#2FD#3NetworkRackOps+Tools+NetworkRack1920vCores12TBRAM706TBRAWEphemeralStorage816TBRAWObjectStorage264TBRAWBlockStorageFD#4FD#5PredixConnectivityInfrastructureDifferentiatorsPredixCloudPod(persite)17GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlySupportMonitoring&ToolsInfrastructureOpsSecurityOps&CompliancePredixdeployed&managedIaaSPredixCloudServices18GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyPREDIXCLOUDPaaS(PoweredbyPivotalCloudFoundry)CFProvidedServicesCFDev/InfrastructureServicesPredixDevOpsPredixBizOpsCF3rd-PartyProvidedServicesLEGENDQueuing(RabbitMQ)BlobStore(RiakCS)RDBMS(PostGRES)CacheSecurity(UAA)PredixServicesLogStorageandSearch(ELK)Monitoring(NewRelic)Notification(SMTP)CLI/CIAssetSource(GH)Build(Jenkins)AcquisitionActivationEngagementExperienceAnalyticsDataSecurityPredixOperationalServicesPredixServicesPivotalCloudFoundryservicesPredixCloudServices18GEConfPredixServices:

Assets19GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyPredixServices:

Assets19GECoAssetServices20GEConfidential–Distributionauthorizedtoindividualswithneedtoknowonly工業(yè)資產(chǎn)的邏輯模型是實(shí)現(xiàn)優(yōu)化目標(biāo)的關(guān)鍵。AssetServices提供了獨(dú)特的方法：存儲(chǔ)、分類、成組合查詢資產(chǎn)模型傳統(tǒng)RDBMS方法TraditionalRDBMSApproach新式圖形數(shù)據(jù)庫方法NewGraphDBApproach工業(yè)互聯(lián)網(wǎng)要求開放、擴(kuò)展的模型和以及運(yùn)行規(guī)模，只有采用圖形數(shù)據(jù)庫才能滿足IDStructureRepresentationAssetServices20GEConfidentiaTobeuseful,openmodelframeworkneedstobeconstrained(achievedwithbusinessrulesinthecatalog)組織結(jié)構(gòu)Organization業(yè)務(wù)邏輯BusinessLogicPumpsPositiveDisplacementKineticCentrifugalSpecialEffectReciprocatingRotaryPeripheralAxialRadialPumpP456ImpellerI4567MotorM123BearingsSKF3456BrushAssemblyBA234PumpMotorPumpBearingBrushAssembly資產(chǎn)與成組分類部件號(hào)資產(chǎn)結(jié)構(gòu)模板業(yè)務(wù)邏輯結(jié)構(gòu)

BusinessRuleFramework目錄Catalog配置管理和跟蹤歷史ConfigurationManagement&AuditHistoryAssetServices-What21GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyTobeuseful,openmodelframePredixAssetArchitecture22GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyCloudCloudRuntimeScalability&HAElasticGraphDatabaseKnowledgeGraphRESTfulAPIs(Query,Ingestion,Model,etc.)GraphQueryAPMContext-AwarenessServicesInterfaceAnalyticsIndustrialAppsGraphAnalyticsBusinessRulesClassificationAuditHistoryMulti-tenancyStructuredAssetsNetworkedAssetsSemanticModels&OntologiesLooseRelationshipsCustomObjectsPredixAssetArchitecture22GEPredixServices:

Analytics23GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyPredixServices:

Analytics23GE可重用分析目錄CatalogofReusableAnalytics分析工作流程的業(yè)務(wù)流程引擎OrchestrationEngineforAnalyticsWorkflows資產(chǎn)感知分析Asset-awareAnalyticsAnalyticsServices24GEConfidential–Distributionauthorizedtoindividualswithneedtoknowonly可重用分析目錄CatalogofReusableAnaWhyDeliverAnalyticsAsaService?25GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyProvideanalyticsasaservicetomultiplestakeholdersAnalyticsCreationProvisionasandboxenvironmentExploredatainsandboxwithtoolsprovidedCreateandvalidateanalyticmodelsasreusablecomponentsDeploytheminproductionenvironmentsAnalyticsConsumptionDefineflexibleassetgroupsGeneralizeanalyticstobroaderclassofassetsModeltuningandmodelregenerationLearntheoptimalanalyticsmodelinthecloudDeployanalyticstotheedgeWhyDeliverAnalyticsAsaSerAnalyticsArchitecture26GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyTriggersDataServicesApplicationServicesAnalyticServiceUIOrchestrationConfiguratorMonitoringDashboardCatalogManagementConfigurationServicesMonitoringServicesRuntimeServicesDispatcherOrchestrationExecutionAnalyticExecutionAssetDataHandlerCatalogServicesAnalyticsArchitecture26GEConPredixServices:

Data27GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyPredixServices:

Data27GEConfSECURE,MULTI-TENANCYSERVICEFORHIGHVOLUMESOFDATAPROCESSINGANDSTORAGETimeseriesCloudGatewayMessageServiceAPIsMobileWebDataprocessingDataOriginationAnalysis&UsageDataIngestionPipelinesMachine+EnterpriseDataDataLake(Storage&Process)AnalyticsDatasetsPipelineCatalogsComplianceAccessCtrlPrivacyGovernanceNoSQLRelationalObjectCachingSearchDist.FileSyst.DataServices28GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyServestheneedforaholistic,reliable,andcosteffectivecomputingenvironmentSECURE,MULTI-TENANCYSERVICE時(shí)間序列預(yù)報(bào)TIMESERIESFORECASTING探查EXPLORATION搜索與聯(lián)合查詢SEARCH&FEDERATEDQUERY語境CONTEXTUALIZATION數(shù)據(jù)管理DATAMANAGEMENT數(shù)據(jù)質(zhì)量DATAQUALITY云管理CLOUDMANAGEMENTTimeSeriesBlob/ObjectIngestionStreamsSearch數(shù)據(jù)服務(wù):時(shí)間序列29GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlySENSORmilisechourmonthyear10years15years25yearsEndofLifeTimeSeries

時(shí)間序列預(yù)報(bào)TIMESERIESFORECASTINGTPredixServices:

Security30GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyPredixServices:

Security30GE威脅繼續(xù)增長(zhǎng)31GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyOver800%increaseinICS-Certvulnerabilityreportssince2010ICS-CERTiscurrentlycoordinatingwithGEandthesecurityresearchertoidentifymitigationsThereisnomethodtoupdate“GEProduct”devicesreleasedpriortoOctober2014GEBusinessXhasreleasedsecurityadvisoriesandfreeproductupdatesIncreasingneeds2013年有70%的關(guān)鍵基礎(chǔ)設(shè)施企業(yè)遭受了攻擊NO

newcybersecurityinsurancepoliciesissuedbyLloyd’sofLondonfortheenergysector78%ofseniorsecurityofficialsexpectasuccessfulattackontheirICS/SCADAsystemswithin24monthsSource:ARCGroup-2014威脅繼續(xù)增長(zhǎng)31GEConfidential–DistAndPredixContinuestoEmbraceSecurity32GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyAndPredixContinuestoEmbracSAST,DAST,Artifactintegration&automationCodevaulting&vetteddeliverytoplatformRoutineRedTeamplatformassessmentsDevOpsSecevaluationsforplatformbasecodePROTECT

OT/ITINAN

APPFACTORYDELIVERYMODELEnd-to-endInfrastructureVisibilityFullSecurityOperationsCenter&ToolingApp-to-AppbehavioralevaluationMaintainchainofcustodyfordatacommunitiesESTABLISH

USER-BASEDWORLDFORINDUSTRIALAPPSBRINGOPERATIONALAVAILABILITY&GOVERNANCEWITH“IT”Common&LayerIdentityforUser,Device,Software&DataAutomatedisolation&monitoring-incidentsUnified&cleanruntimeenvironmentsVisibilitytomixedInformationassetsSECURE&CERTIFYOPERATIONALINFRASTRUCTUREISO27K,NIST800-53&FIPS140-2L1/2ControlsMatrix&ComplianceUnifiedMonitoringFrameworkExtendComplianceforGE&CustomersOver60GeoIndustryspecificregulations…appuserstooperational…ateveryconnection&layer…automatedsecureapps…end-to-endvisibilityPredixCyber&OperationalSecurity33GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlySAST,DAST,ArtifactintegratiTiersofUserIdentityforPredix34GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyApplicationsPlatformServicesOSManagementVirtualizationManagementOverlappingtiersofIdentities–Layersofcontrol&isolationEnterpriseIdentityManagementEnterpriseIdMServices/AppsServices/AppsServices/AppsServices/AppsPaaSPaaSPaaSPaaSGuestImagesGuestImagesGuestImagesVirtualizationLayerComputeNetworkStorageUAANixLDAP/SSH

KeyStoreOtherDirectoryServicesUAABYOIdentityEnterpriseDirectoryPredixIDaaSPredixCloudActiveDirectoryAppUsersPlatformUsersPlatformAdminsOS&ImageAdminsCloudInfraAdminsEmployeesContractorsCloudManagementIdentityServicesPlatformIdentityServicesTiersofUserIdentityforPreGovernanceandCertificationtoSecureOperationalInfrastructure35GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyMainDesignCharacteristicsFullISO27001/2CertificationEnd-to-endInfrastructureVisibilityExtendComplianceforGE&CustomersUnifiedMonitoringFrameworkCentralControls–SeparateMonitorsISMS(InformationSecurityMgmtSystem)OneFramework–MultipleCertificationsISO27001HIPAAFIPSFDAFFIECFedRAMPAICPASOCNERCPCIDSSGovernanceandCertificationtPredixOperationalServices:

DevOps36GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyPredixOperationalServices:

DAgileplanningSourcecontrolmanagementAutomatedbuildanddeployLoadtestingtoolsDevelop,track,plan,anddeploysoftwareinoneplaceProvidesapplicationdevelopers:ThesametoolsandcapabilitiesthatareusedtobuildthePredixplatformAutomatedbuildsanddeploymentsforremoteembeddedsystemsCloudFoundrytileforJenkins,integratedwithUAAMicroservicescangothroughthepipelineindependently!CodeTest(Unit)MergeReq.DeploytoIntegrationEnv.Functional&RegressionTestDeploytostageEnv.DeploytoProd.Env.ADeploytoProdEnv.BBuildCodeTest(Unit)MergeReq.BuildDevOpsServices37GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyAgileplanningDevelop,track,PredixOperationalServices:

BizOps38GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyPredixOperationalServices:

BDevelopersBuyerEnterpriseITPredixSuccessisdeterminedbylong-termandcost-efficientcustomerrelationshipsRequirescontinuousiterationtoimprove:products,subscriberengagementchannels,businessmodelsIdentifyareasforproductimprovementInfrastructureutilizationSupportcostsCreatetargetedpriceplanstoincreaseCLTVOptimizetechnologyinfrastructureforhighestutilizationIdentifyopportunitiestoreducesupportcoststhroughcustomerself-serviceKeyFeaturesSubscriberSegmentationSubscriptionPricePlanManagementSubscriberEmailCommunicationsEntitlementManagementSubscriptionAnalyticsandMetrics3rdPartyServicespre-integratedBuyerJourney(Marketing,Sales)SubscriberJourney(Marketing,Sales,Support,Finance)CustomerExperiencePredixBizOpsAwarenessAcquisitionActivationEngagementRevenueBizOpsServices39GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyIdentifyareasforproductimprovementInfrastructureutilizationSupportcostsCreatetargetedpriceplanstoincreaseCLTVOptimizetechnologyinfrastructureforhighestutilizationIdentifyopportunitiestoreducesupportcoststhroughcustomerself-serviceDevelopersBuyerEnterpriseITPrPredixServices:

Experience

40GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyPredixServices:

Experience

40PredixExperience41GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyPx:DesignSystemforthePredixPlatform

PredixMobile:Mobileappdevelopmentframework(offlineandonlinesyncbetweendevicesandcloud)anditintegrateswithback-endenterprisesystems

Predix.io:All-encompassingwebsite(marcom,devtools,provisioning,community,etc.)PredixExperience41GEConfidenDeepContextualNavigation42GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyDeepContextualNavigation42GE43GEConfidential–Distributionauthorizedtoindividualswithneedtoknowonly43GEConfidential–Distributi從PredixMobile從Px組件客戶可以使用PredixMobile應(yīng)用開發(fā)平臺(tái)設(shè)計(jì)、開發(fā)部署移動(dòng)AppsPx智能組件可以快速開發(fā)響應(yīng)式瀏覽器App創(chuàng)建Apps的兩種方法44GEConfidential–Distributionauthorizedtoindividualswithneedtoknowonly從PredixMobile從Px組件客戶可以使用P45GEConfidential–Distributionauthorizedtoindividualswithneedtoknowonly45GEConfidential–DistributiPredix.io46GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyWheredevelopersgoto:MonitorFindSupportManagePurchaseGetStartedDiscoverCost,Performance,PipelinesDocs,Forum,Blog,SupportServices,Apps,Users,AccountsPlans,ServicesRegistration,StarterPacks,DocsWhat,Why,How,HowmuchPredix.io46GEConfidential–DPredix,事實(shí)上的工業(yè)互聯(lián)網(wǎng)的選擇47GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyPredix,事實(shí)上的工業(yè)互聯(lián)網(wǎng)的選擇47GEConfiGE和非GE資產(chǎn)硬件無關(guān)的機(jī)器軟件即插即用互聯(lián)在多設(shè)備中擴(kuò)展支持工業(yè)各種協(xié)議經(jīng)驗(yàn)、啟發(fā)和物理模型先進(jìn)的數(shù)據(jù)驅(qū)動(dòng)技術(shù)多元化配置服務(wù)彈性執(zhí)行和分析監(jiān)視端到云的分析基于ISA95數(shù)據(jù)模型標(biāo)準(zhǔn)化的數(shù)據(jù)格式數(shù)據(jù)作為服務(wù)，實(shí)現(xiàn)數(shù)據(jù)目錄和分析統(tǒng)一處理和融合數(shù)據(jù)專用硬件和軟件安全的“門控社區(qū)”模式終端到終端的工業(yè)級(jí)安全在軟件定義的數(shù)據(jù)中心運(yùn)行提高效率和彈性認(rèn)證應(yīng)用程序用戶符合ISO27K，NIST800-53，F(xiàn)IPS140-2L1/2控制，60多個(gè)地緣行業(yè)的特殊規(guī)定24/7/365安全運(yùn)行中心可定制的事故處理集成的智能防攻擊用eGRC進(jìn)行審計(jì)控制5大方面Predix勝過普通的物聯(lián)網(wǎng)PaaS48GEConfidential–Distributionauthorizedtoindividualswithneedtoknowonly工業(yè)分析工業(yè)云安全數(shù)據(jù)管理連接設(shè)備GE和非GE資產(chǎn)經(jīng)驗(yàn)、啟發(fā)和物理模型基于ISA95數(shù)據(jù)模型專PREDIXDIFFERENTIATIONGENERICIoTPaaSCONNECTEDDEVICESConnectalloperatingassetsregardlessofvendor(GEandnon-GE)orvintageStandardframeworkforhardware-agnostic

machinesoftwarePlugandPlayconnectivityas-a-serviceScalesacrossmultitudeofheterogeneousdevicesSupportsvariousindustrialprotocolsEdgeanalytics

basedonmaterialscienceandphysicsofmachinesAssumemachinescanonlytalkHTTPorrequiregateways(proprietaryinsomecases)Lackofsupportforeitherresource-constrainededgedevicesorrichinfrastructuredevicesBuiltinvacuumwithnoknowledgeofmaterialscienceandphysicsofmachinesINDUSTRIALANALYTICSPhysics/engineering-basedmodelsthatneedlessdatathanalternatesEmpirical,heuristicmodels&insightsthatareeasytounderstandAdvanceddata-driventechniquesthatareeasytomaintainandscaleDiverseconfigurationservicestocomposeasset-awareworkflowsElasticexecutionandanalyticmonitoringindisparateexecutionenvironmentsSupports

bothedgeandcloudanalyticsmaximizingenergyefficiencyandreducinglatenciesWeakanalyticsthatmaynottrulyharnessmaterialscienceandphysicsofmachinesLackofindustrialanalyticmodelstobuildanalyticsplatformOne-offanalyticscomponentsthatarenotreusableDATAMANAGEMENTISA95based“machinedata-aware”modelNormalizesdataformatacrossapplications,messaging,catalogs&devicesDataas-a-servicefunctionalitywithdatacatalogsandanalyticsSemanticsindexestoeasetheuniformprocessofdatasharingandfusionNonuniformdatasharingformatLackofexpertiseinindustrialdataformatDatasharingisperformedvianonuniformRESTAPIsINDUSTRIALCLOUDPurpose-builth/wands/wforindustrialworkloadsSecure“gatedcommunity”modeltovalidatethatcloudtenantsarelegitimateEnd-to-endindustrial-gradesecurityRunsinsoftware-defineddatacenterprovidingfasterTTM,lessITspending,eliminatingvendorlock-inandincreasedefficiencyandresiliencyTypicallybasedonpubliccloudinfrastructureandopentoanyindividualororganizationNon-optimizedforindustrialusecasesMeantforbuildinganykindofcloudappBuiltinvacuumwithlackofknowledgeofmaterialscienceandphysicsofmachinesPRIMARYPRIMARYPRIMARYPRIMARY49GEConfidential–DistributionauthorizedtoindividualswithneedtoknowonlyPREDIXDIFFERENTIATIONGENERICPREDIXDIFFERENTIATIONGENERICIoTPaaSSECURITYSecures&certifiesappuserstooperationalinfrastructure(ISO27K,NIST800-53,