达美共享和统一目录——T-MOBILE 的经验教训.pdf

1、SYNERGIES BY THE BILLIONST-Mobile ConfidentialLESSONS IN LAKEHOUSES AND DELTA SHARINGDAIS,2024T-Mobile ConfidentialINTRO2 Im Geoff Freeman.Im a solution architect for the T-Mobile finance department.My team has built a lakehouse which is a pretty cool thing and I think after hearing this you will wa

2、nt to have one too.Im Luke Barnes.I was a software engineer that built T-Mobiles access management platform.Recently,Im a Data Strategy Manager focused on unifying data architecture and user experience.T-Mobile Confidential3Why we built a lakehouseLessons learnedWhy we built a data meshHow UC helped

3、How Delta Sharing helpsHow were going to use Delta Sharing in the futureWhy Youre HereYoure interested in building a Lakehouse and/or Data Mesh,and weve already built one.Well tell you about our learnings,big lessons,and road map for the future.T-Mobile ConfidentialLegacy Architecture4INGESTDATA OPS

4、&MONITORINGADFPBIAPIFTPFileDBEventADLSSTAGINGADFAzure Data WarehouseLOAD AND TRANSFORMStagingTargetExcelPRESENTATIONKey VaultsGuardianT-Mobile ConfidentialLow Data LatencyThe most up to date raw and transformed data is made available for all consumers and use cases.High Data MobilityData is easily c

5、onsumed where it resides and democratized.Various organizations and solutions can consume and share data seamlessly.Predictable PerformanceWorkload isolation through serverless workloads ensures consistent query experience,eliminating“noisy neighbor”problem.Economies of ScaleEnsure a cost-effective

6、management of Lakehouse architecture and realize enterprise data management efficiencies.Time to Onboard DataThe Data StrategyPlatform Vision:Scalable data management that sets the enterprise standardT-Mobile Confidential6Separation of Church and StateCompute:disconnected from the dataSupported Comp