Labcorp数据平台之旅：从选择到上线仅需六个月.pdf

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1、LabcorpLabcorp Data Platform Data Platform JourneyJourneyDatabricks2023AgendaIntroductionGoals&ObjectivesEvaluation&StrategyArchitectureData Governance and securityBenefits,Outcomes and TCOLive DemoKey Take AwaysQ&AIntroductionMohan Kolli IT Director(Enterprise Analytics Platform)Sreekanth Ratakonda

2、 IT Manager(Data Engineering&Data Warehouse)Malathi Uppala-MSR Cosmos(Implementation Partner)Who we are?The worlds largest laboratory and health diagnostics company at your serviceLABCORP AT A GLANCE3 Mpatient encounters per week worldwide4 2023 Laboratory Corporation of America Holdings All rights

3、reserved.$14.9 BFY 2022 revenue2000+patient service centers80,000mission-driven employees6,000+in-office phlebotomists130+new tests launched in 2022100countries served globally90%U.S.FDA-approved new drugs and therapeutic productsGoals&ObjectivesMigrate on-prem Hadoop to CloudBuild next-gen cloud na

4、tive data platformServer-less architectureScale vertically&horizontallyOut of the box CRUD operationsImprove SLAs and performanceEliminate hardware resource contentionImprove stability,reliability,minimize complexity and increase productivityEvaluationEase of UseAgility&ScalabilityMulti-language sup

5、portAdvanced analytics capabilitiesReal-time streaming capabilitiesSecurity and governancePay per Use pricingProof of Concept with a use caseMigration Strategy&ImplementationFind right implementation partnerAgile approachCataloging all artifacts in legacy system.Make decision on lift&shift vs conver

6、sion to PySparkBuilding infrastructure as a Terraform scriptForm small squad groupsData compare framework to accelerate testing cyclesGeneric framework for batch jobs and streamingGeneric inbound process for reference data and outbound process to data warehouseArchitectureCloud Datalake-DatabricksDa