CMMI数据管理成熟度模型DMM导论.pdf

CMMI数据管理成熟度模型DMM导论.pdf

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DataManagementMaturityModelIntroductionUniversityofOttawaDecember12,2014SMDMMmodel,CMMIntegration,SCAMPI,SCAMPILeadAppraiser,TSP,andIDEALareservicemarksofCarnegieMellonUniversity.CMMI,CapabilityMaturityModel,CapabilityMaturityModeling,CMM,DMM,andCarnegieMellonareregisteredintheUSPatentandTrademarkOfficebyCarnegieMellonUniversity.FormoreinformationonCMU/SEITrademarkuse,pleasevisithttps:

/www.sei.cmu.edu/legal/marks/index.cfm1PresenterMelanieMeccaProgramDirector,DMProducts&ServicesCMMIInstituteDevelopmentleadandprimaryauthor,DataManagementMaturity（DMM）SMModelLedcreationofDMMAssessmentmethodLeadingdevelopmentofDMMTrainingandCertificationcourses30+yearsdatamanagement/dataarchitecture7yearsEnterpriseArchitecture（FEA）ProgramdesignandimplementationEDMExpert（EDME）.2PresentationObjectivesIntroductiontotheModelModeldrivers,themes,conceptsandstructureHowanorganizationsprogramisevaluatedComplementaritywithbodiesofknowledgeandstandardsUsecasesfortheDMM.IntroductiontothesupportinginfrastructureTrainingCertificationsDMMPartners/DMMCommunity.3AgendaIntroductiontotheDMMWhatisit-whydidwedevelopitWhyourindustryneedsitWhatisitsstructureandapproachDMMinActionDMMAssessmentsUseCasesHowtheDMMisSupportedAdoption/CaseStudiesTrainingCertificationsPartnerProgramIndustryAlliancesDataManagementMaturityModelHistory,Description,Structure5CMMIWorldwideProcessImprovementCMMIQuickStats:

Over10,000organizations94Countries12Nationalgovernments10languages500Partners1500+Appraisalsin20136DataManagementMaturity（DMM）SMModelTheDMMwasreleasedonAugust7,20143.5yearsindevelopment4sponsoringorganizations50+contributingauthors70+peerreviewers80+organizationsinvolved300+practicestatements300+workproducts7DMM-GuidedNavigationtoLastingSolutionsReferencemodelframeworkoffundamentaldatamanagementcapabilitiesMeasurementinstrumentfororganizationstoevaluatecapabilitymaturity,identifygaps,andincorporateguidelinesforimprovementsDevelopedbyCMMIInstitutewithourcorporatesponsors-BoozAllenHamilton,LockheedMartin,MicrosoftCorporation,andKinglandSystemsStructured,crafted,andrefinedtoleveragethestrengthsandprovenapproachofCMMI,withthecontributionofmanysubjectmatterexpertsPioneeringOrganizationsDMMAssessments:

Microsoft;FannieMae;FederalReserveSystemStatistics;OntarioTeachersPensionPlan;FreddieMac;SecuritiesandExchangeCommission;TreasuryOfficeofFinancialResearch8WhoWroteItandWhyAuthorteamandpeerreviewteamrepresentmultipleindustries-deepexperienceindesigningandimplementingdatamanagementprogramsandsolutionsIndustryskillsinclude:

EDW,MDM,DQ,BI,SOA,governance,bigdata,enterprisearchitecture,dataarchitecture,businessanddatastrategy,platformimplementation,businessprocessengineering,businessrules,softwareengineering,appraisalsandbenchmarking,DMBoK,DRM,etc.ConsortiumapproachtestedandprovenapproachesBroadpracticalwisdom-WhatworksExtensivediscussions,implementationtesting,andrigorousreviewsresultinginconsensusWewroteitforourselvesandforYouallorganizationsToquicklyandaccuratelymeasurewhereweareToacceleratethejourneyforwardwithaclearpathandmilestones9DMMDriversAneffectivedatamanagementprogramrequiresaplannedstrategiceffortIntegratemulti-disciplineeffortsInculcateasharedvisionandunderstandingDataisathingvitalinfrastructureelementfoundationofthen-tierarchitectureNotaproject,morethanaprogramalifestyle.OrganizationsneededacomprehensivereferencemodeltoevaluatedatamanagementcapabilitiesandmeasureimprovementsbenchmarkandguidanceDMMtargetedtounifyunderstandingandprioritiesoflinesofbusiness,IT,anddatamanagementperse.Aimedatthebiggestchallenges:

Achievinganorganization-wideperspectiveClearlycommunicatingtothebusinessAligningofbusinesswithIT/DMSustainingamulti-yeareffort.10DMMThemesArchitectureandtechnologyneutralapplicabletolegacy,DW,SOA,unstructureddataenvironments,mainframe-to-Hadoop,etc.Industryindependentusablebyeveryorganizationwithdataassets,applicabletoeveryindustryEmphasisoncurrentstateorganizationisassessedontheimplementeddatalayerandexistingDMprocessesFoundationforcollaborativeandsustainedprocessimprovementforthelifeoftheDMprogramaka,forever.IfIfyoumanagedata,theDMMisforyouyoumanagedata,theDMMisforyou11FoundationforadvancedsolutionsYoucanaccomplishAdvancedDataSolutionswithoutproficiencyinBasicDataManagementPractices,butsolutionswill:

TakelongerCostmoreNon-extensibleDeliverlessPresentgreaterrisk11Copyright2013byDataBlueprintFundamentalDataManagementPracticesAdvancedDataSolutionsMDMAnalyticsBigDataIOTWarehousingSOA11DataManagementFunctionDataManagementStrategyDataGovernanceDat