UCLA 现代数据平台：实现数据驱动型文化.pdf

1、UCLA Modern Data PlatformENABLING DATA DRIVEN FUTURENavneet SharmaSr.Data ArchitectIT Services,UCLAPRESENTATIONAGENDAAdvancing The Mission With DataChallengesModern Data Platform-Data LakehouseData Integration and Access FrameworksSecurity and Governance010203040506Looking ahead07Q&AAdvancing The Mi

2、ssion With DataData and analytics are integral to decision making capabilities and improve institutional outcomes.We are building a program that enables university decision making through a flexible and robust data foundation and collaborative data and analytics and governance.Build the Data Foundat

3、ionCreate a shared data foundation for the campusEstablish a campus-wide data repository that is agile and leverages modern cloud technologies,designed to gather and send data where they are needed,quickly.Analytics Operating ModelEnable data-driven decision making through diverse data offerings.Bui

4、ld a layer of analytics platforms and services on top of the data foundation.From foundational reporting to AI,offer options that enable campus units and consumers to unlock data in visual,integrated,and intelligent formats.Data&Analytics GovernanceCampus-wide collaboration to serve needs across the

5、 university Bring together experts and stewards through Data&Analytics Governance.Utilize governance to align data programs with institutional outcomes and priorities to ensure campus data needs are met.Build the FoundationAdvance the MissionCOLLABORATION FOR TRANSFORMATIONCOLLABORATION FOR TRANSFOR

6、MATIONChallengesMODERNIZATIONDATA GOVERNANCEData is expanding at an exponential rate,originating from new sources and becoming increasingly diverse.Data is stored in various silos across the organization in multiple formats,often making it inaccessible to users.Legacy architectures are not able to e