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Oracle Cloud Infrastructure, Data and AILance OlsonVice President of Product ManagementData and AI
Cloud for your critical enterprise apps and dataFirst Generation CloudOracle CloudElastic resourcesSuperior performancePay for what you useSuperior economicsHigh scaleEnterprise classSelf-serviceSecurity firstEasy to useOpen ecosystemCopyright 2021 Oracle and/or its affiliates.
Complete Enterprise PlatformPartnerEcosystemNext icesLow CodeAnalytics & AIIntegrationHybrid ServicesMigration/HybridDigital AssistantOracle AnalyticsIntegrationAzure InterconnectIdentity (AD, SSO, LDAP)Visual BuilderData Science / AI SvcsData IntegrationExadata Cloud@CustomerVMware SolutionAppDevDevOpsContainer v Tools / Resource MgrKubernetes / Registry / APIFunctions / EventsMonitoring / LoggingDBaaS/ExaCSAutonomous DatabaseOther DataOther Data MgmtBig DataVM and Bare MetalDedicated and ServerlessNoSQLDatabase MigrationBig Data / Data FlowExadata Cloud ServiceADW and ATPStreaming / KafkaData CatalogData rnance &ManagementBare MetalVMs / Dedicated VMsGPU shapesHigh frequency CPUsAutonomous LinuxBlockObjectVCNOS ManagementRegions3KMSImport ApplianceStorage GatewayLoad BalancerCASBService GatewayFastConnectCompartments & TagsPolicy / Data SafeSecrets MgmtIdentityCluster NetworkingObject ArchiveFileVirtual VaultsIPSecDNSAuditEmailCloud GuardWAFNotificationsDDoSCost chTokyoMumbaiSydneySeoulUS Gov (2)US DoD (3)MontrealSao PauloUK GovAmsterdamOsakaHyderabadMelbourneJeddahCopyright 2021 Oracle and/or its affiliates.
29 Oracle Cloud regions and growingNovember 2020: 29 Regions Live, 9 Planned; 6 Azure Interconnect URICHMONTREALCHICAGOSAN JOSE, AUDI 2JEDDAHTOKYOOSAKADUBAIUAE 2MUMBAIHYDERABADSINGAPORECommercialCommercial PlannedGovernmentGovernment PlannedMicrosoft Interconnect AzureVINHEDOSAO PAULOJOHANNESBURGSANTIAGOSYDNEYMELBOURNECopyright 2021 Oracle and/or its affiliates.
Modern DataWarehouseReference Architecture and Patterns5Copyright 2021 Oracle and/or its affiliates.
Reference ArchitectureDiscoverOracle AppsFusion SaaS, NetSuite,EBS, PeopleSoft, JDESAP, Salesforce, WorkdayOracleAzure SQL, CosmosDB AWS DynamoDB, RDS Google Bigtable, Firebase IngestTransformData RefineryCurateData Persistence & ProcessingAnalyze, Learn &PredictAccess & InterpretationOracle AppsData WarehouseAugmentedAnalyticsCurated InformationDashboards& ReportsOracleData CloudLogsWebclicksMachine LearningModelsCurated DataData-DrivenAppsEventsStreamsMediaAI EnabledDevicesRaw DataDataMonetizationFilesObject StoresGovernanceSecurity, Identity & Access ManagementDiscovery Lab & Sand BoxOn-PremFastConnect6Measure& ActFlexible ComputeFlexible StorageAzureInterconnect
Capabilities MappingDiscoverOracle AppsFusion SaaS, NetSuite,EBS, PeopleSoft, JDESAP, Salesforce, WorkdayOracleAzure SQL, CosmosDB AWS DynamoDB, RDS Google Bigtable, Firebase OracleData CloudIngestTransformData RefineryCurateData Persistence & ProcessingTransactionalData StoreBulk TransferAccess & InterpretationAnalytics &VisualizationBatch ProcessingBatch IngestMachine t StorageStreaming IngestGovernanceGovernanceSecurity, Identity & Access ManagementDiscovery Lab & Sand Box7AugmentedAnalyticsMachine LearningModelsAI EnabledDevicesDataMonetizationFilesObject StoresOn-PremFastConnectOracle AppsData WarehouseData-DrivenAppsChange Data CaptureMediaMeasure& ActDashboards& ReportsServing Data StoreLogsWebclicksEventsStreamsAnalyze, Learn &PredictFlexible ComputeFlexible StorageAzureInterconnect
Capability to Product MappingDiscoverOracle AppsFusion SaaS, NetSuite,EBS, PeopleSoft, JDESAP, Salesforce, WorkdayOracleAzure SQL, CosmosDB AWS DynamoDB, RDS Google Bigtable, Firebase OracleData CloudLogsWebclicksEventsStreamsMediaFilesObject StoresIngestTransformData RefineryBulk Transfer(Fast ConnectOCI Data TransferOCI MFT, OCI CLI)Streaming Ingest(OCI StreamingService, KafkaConnect)CurateData Persistence & ProcessingBatch Processing(OCI Data Flow,OCI DI, Big DataService, ODI,PL/SQL)Batch Ingestion(OCI DataIntegration, ODI)Change Data Capture(GoldenGate or GG &ODI)CloudStreamingProcessing(GG StreamingAnalytics, BigData Service)TransactionalData Store(ATP, ExaCS,ExaC@C)Analyze, Learn &PredictAccess & InterpretationAnalytics &Visualization(ISVs, OracleAnalytics Cloud)Machine Learning(OCI DataScience, AIServices, OML,OML Notebooks)AugmentedAnalyticsMachine LearningModelsData-DrivenAppsStreamingAnalytics(GG StreamingAnalytics, BDS)Object Storage(Object, File,Block)MetadataManagement(OCI DataCatalog)Flexible ComputeFlexible StorageAI EnabledDevicesDataMonetizationGovernanceDiscovery Lab & Sand Box8Oracle AppsData WarehouseDashboards& ReportsServing Data Store(ADW, ExaCS,ExaC@C)Security, Identity & Access ManagementOn-PremFastConnectMeasure& ActAzureInterconnect
The Modern Data WarehouseEnabling rapid, actionable, data-driven outcomesDiscoverOracle AppsFusion SaaS, NetSuite,EBS, PeopleSoft, JDESAP, Salesforce, WorkdayOracleAzure SQL, CosmosDB AWS DynamoDB, RDS Google Bigtable, Firebase IngestTransformData RefineryData Persistence PlatformOracleData aEngineeringDepartmentDataWarehouseAnalyze, Learn &PredictAccess & InterpretationMeasure& ActOracle AppsData WarehouseAugmentedAnalyticsAnalyticsDashboards& ReportsMachine MediaDataScienceAI EnabledDevicesDataMonetizationFilesObject StoresGovernanceSecurity, Identity & Access ManagementDiscovery Lab & Sand BoxOn-PremFastConnectFlexible ComputeFlexible StorageAzureInterconnect
Big DataBig Data ServiceData Flow10Copyright 2021 Oracle and/or its affiliates.
Oracle Big Data ServiceSecure, reliable, elastic Hadoop/Spark clustersNative integration with Oracle Cloud PlatformvData ManagementDatabase – Data Lake - Access – Integration - PreparationInfrastructureCPU – GPU – Storage - NetworkCopyright 2021 Oracle and/or its affiliates.Expand on-premises to Oracle Cloud
Most Complete Hadoop PlatformCloudera ManagerHueUse all of Cloudera Enterprise Data Hub Vertically integrated Spark, Kafka, Impala, Hive, Solr, etc. Security and management featuresautomatically BaseKafkaSqoopFlumeSentry Authorization, Navigator Audit12Copyright 2021 Oracle and/or its affiliates.
Near-zerooperationsOracle Cloud Infrastructure Data FlowConsolidatedInsightCloud-nativeSecurityDeliver Big Data and Machine Learning AppsFasterSimpletroubleshootingvManagedOutputFully managed Spark service with near-zeroadministrative overhead.Import/run existing Spark apps from EMR,Databricks, or Hadoop.Data ManagementObject Store - ADW - ATP - RDBMS - Spark Compatible SourcesInfrastructureCPU – GPU – Storage - Network13Copyright 2021 Oracle and/or its affiliates.Pay-as-you-go, elastic big data service.
Limited Availability 1H 2021Data Flow Interactive SQL: Unstructured Analytics for Petabyte ScaleSpark SQL Query throughODBC, JDBC or Python.Data Flow Interactive SQLOACExcelBI ToolsSQLProcessorWorkerBI ProfessionalsWorkerWorkerWorkerOracle CatalogShared Metadata CatalogAdvanced SecurityNotebookData ScientistsSQL Roles and IAM PoliciesCommon metadataacross Batch andInteractive clusters.Granular securityto the column level.OLAP Cubes for up to100x faster performance.Object StorageTablesScale to 1,000s ofcores instantly oncommodity hardware.OLAP CubesObject Storage for unlimitedscale at low price.14Copyright 2021 Oracle and/or its affiliates.
AI / MLOCI Data Science ServiceOCI AI ServicesOracle SaaS ApplicationsOracle Digital AssistantOracle Machine LearningOracle Analytics Cloud15Copyright 2021 Oracle and/or its affiliates.
Oracle’s Approach and StrategyAI/ML in Database, Cloud Services, Analytics, and pconsumeData Science &Machine csCloud InfrastructureCompute16Copyright 2021 Oracle and/or its affiliates.NetworkingStorageSecurityCloud Native
Our DifferentiationWe’ve built a unified AI/ML platform that enables systems of intelligence across developers,data scientists, analysts, and business users People in different roles can easily collaborate on AI/ML outcomes E.g. Developer and Data Scientist can prepare and use the same data to build modelsusing an AI service or a data science notebook and pythonWe’re applying that platform to each of our products including Oracle’s SaaS apps layer –Fusion, Netsuite, GBUs, etc. that enables sharing across them This means each Oracle application and service gets better with use- E.g. customer service management app can automatically classify incoming supportrequests to the specific product team, based on AI language models that were trainedon the specific list of products from Oracle’s ERP Cloud. It also means you can easily extend the applications- E.g. Combine app data with other signals to create better predictions17Copyright 2021 Oracle and/or its affiliates.
How it works18Copyright 2021 Oracle and/or its affiliates.
Introducing the Intelligence Store Problem “80% of data science is data prep ” Artifacts are not easily shared from oneteam/product/service to the next, oftendue to the lack of discovery, governance,and integration Solution Formalize the ability to store, discover,understand, and consume ML artifacts Includes support for ML models,embeddings, vectors, and otherrepresentations commonly used formodel building and training19Copyright 2021 Oracle and/or its affiliates.
Intelligence Sharing across the PlatformOracle SaaS Applications, AnalyticsOther ApplicationsAI ServicesData Science Service, Oracle MLSharedIntelligenceStore Intelligence store serves ascentral location for “MLartifacts” Analysts and Business usersparticipate via applications andanalytics Developers, and DBAsparticipate via AI services andOML Data Scientists participate viaData Science Service
Products and Services21Copyright 2021 Oracle and/or its affiliates.
Oracle AI ApplicationsCOMPANY AND TRUSTED DATAReady-to-GoCompany and Trusted DataOracle Modern CloudCONNECTED INTELLIGENCEOnly Oracle Connects Outcomes Across Pillarsfor Even Smarter Business ResultsAIConnectedIntelligenceNext Best Offersand edictiveThroughputSCMBest FitCandidatesHCM
AnomalyDetectionImageclassificationTranslationOCI AI ServicesSpeechtranscriptionSentimentKey phraseextractionNext best actionLanguageEasily add language processing capabilities tosolve common enterprise needsSpeechLanguage DetectionvObject detectionSupport for speech transcription, text tospeech, translation, recognitionVisionData ManagementAPI - Data Lake - Object Storage - PreparationDocument and form understanding, OCR,object detection, classificationDecisionInfrastructureCPU – GPU – Storage - Network23Copyright 2020, Oracle and/or its affiliates. All rights reserved.Anomaly detection, fraud detection, next bestaction
ModelTrainingOracle Cloud InfrastructureData ScienceSupport for Python and open sourceAcceleratedAllow data scientists to work the way they wantto, and provide access to automated workflows,the best of open source, and a streamlinedapproach to building models.CollaborativeEnable data science teams to work together withways to share and reproduce models in astructured, secure way for enterprise-graderesults.Enterprise-GradeProvide a fully managed platform built to meetthe needs of the modern enterprise24Copyright 2021 Oracle and/or its bNotebookModelExplanationOpen SourceLibrariesProjectsModelCatalogAccelerated DataScience, AutoMLData ManagementDatabase – Data Lake - Access – Integration - PreparationInfrastructureCPU – GPU – Storage - Network
Oracle Machine LearningIn-database machine learningAutomatedAvailable support for SQL, R and PythonAutomated data preparationScalable30 high performance, parallelized in-databasemachine learning algorithms that require no datamovementProduction-readyQuickly deploy and update machine learningmodels in production databases, or via RESTAPIs25Copyright 2021 Oracle and/or its affiliates.Attribute importanceRegressionAssociation rulesSQL analyticsFeature extractionClusteringClassificationPredictive queriesAnomaly detectionStatistical functionsTime seriesText mining
Oracle Analytics CloudCollaborate with business analystsData visualization and explorationEnable business analysts to develop insight onbusiness problems via data and communicateclearly with data scientists.Data preparationBuild workflows to clean and prepare data formodelingDescriptive and prescriptive analyticsEnable business analysts to build and prototypemodels to improve communication andunderstanding.26Copyright 2021 Oracle and/or its affiliates.
What’s Next?27Copyright 2021 Oracle and/or its affiliates.
Roadmap AI Services – More coming Vision, speech, language, and decision Vertical (healthcare, manufacture, etc.) Horizontal (Contact center, cognitive search, etc.) SaaS application integration Oracle SaaS horizontal (ERP, HCM, etc.), vertical (Finance, energy, etc.) Orchestration across Dev Ops and AI Ops – Data and ML lifecycle Seamless experiences across data ingestion, data preparation, modeldevelopment, training, deployment, monitoring28Copyright 2021 Oracle and/or its affiliates.
Join the Data & AI Beta Program!Get early access to the new features in OCI Data & AI ServicesOur Beta Program in a nutshell A one-time signup process gives you access to all the beta features for OCI Data Science, Data Flow,Data Integration, and Data Catalog services. Opt into any or all the features you want early access. Meet with the product managers and give them your feedback!Current Beta Programs:Beta ProgramDescriptionTimelineWho to ContactData Science ModelDeploymentModel Deployment gives data scientists the ability to easilydeploy models as HTTP endpoints directly from the modelcatalog.Now - March 19, 2021jr.gauthier@oracle.comData Integration PipelineOrchestrationScheduling and orchestration of data loader and data integrationtasksNow – March 31, m29Copyright 2020, Oracle and/or its affiliates Confidential: Internal/Restricted/Highly Restricted
In-database machine learning Oracle Machine Learning Automated Available support for SQL, R and Python Automated data preparation Scalable 30 high performance, parallelized in-database machine learning algorithms that require no data movement Production-ready Quickly deploy and update machine learning models in production databases, or via .
