从迁移最大的免疫分析平台中吸取的经验教训.pdf

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1、2024 Databricks Inc.All rights reservedLessons Learned from Migrating the Largest Immunization Analytics Platform12024 Databricks Inc.All rights reserved2PRESENTERSPRESENTERSMichael Pisarsky Solution Architect Mosaic Data SolutionsRex Phillips Strategy Senior Principal Accenture2024 Databricks Inc.A

2、ll rights reserved What is an Immunization Registry(IIS)?The decision to move to Databricks Insights The Solution3OVERVIEWOVERVIEW2024 Databricks Inc.All rights reserved2024 Databricks Inc.All rights reserved4IN THE BEGINNING IN THE BEGINNING THERE WAS THE THERE WAS THE IISIISAnd it was good.And it

3、was good.2024 Databricks Inc.All rights reserved The official term is:Immunization Information System(IIS)The purpose of an IIS is to:Confidentially and securely store sensitive dataMaintain all immunization-related data for individualsTrack immunizations administeredAssess vaccination coverageMake

4、recommendations for additional vaccinations5IMMUNIZATION REGISTRIES/IISIMMUNIZATION REGISTRIES/IIS2024 Databricks Inc.All rights reserved The history of IISsMultiple IISs used across the stateEverything consolidated on one IIS as part of COVID efforts The need for the Analytics Platform Its birth Ve

5、rsions 1-36IMMUNIZATION REGISTRIES/IISIMMUNIZATION REGISTRIES/IIS2024 Databricks Inc.All rights reserved7MOVING TO MOVING TO DATABRICKSDATABRICKS2024 Databricks Inc.All rights reserved8THE DECISION TO MOVE TO DATABRICKSTHE DECISION TO MOVE TO DATABRICKSWhy we wanted to migrate from the previous syst

6、em to Databricks:Better Integration with our Cloud Architecture Superior Security Capabilities Detailed Monitoring and Tuning of Resources Integrated Data Governance Streamlined ETL Capabilities Ability to Integrate with Other Systems Unified Data Platform Continuous Innovations Advanced Machine Lea