精益数据工厂：数据智能平台的力量.pdf

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1、2024 Databricks Inc.All rights reservedA LEAN DATA A LEAN DATA FACTORYFACTORYKythera LabsKythera LabsJune 2024June 20241Optimizing the Power of a Data Optimizing the Power of a Data Intelligence PlatformIntelligence Platform2024 Databricks Inc.All rights reserved2024 Databricks Inc.All rights reserv

2、ed2WE WE LOVELOVEDATADATAMATT RYANMATT RYANKythera Labs Co-Founder,CTOJOSUE BOGRANJOSUE BOGRANKythera LabsSolutions Architect Manager2024 Databricks Inc.All rights reserved Introductions Addressing the 7 Wastes in a Data Intelligence PlatformWhat is a Data Intelligence PlatformThe 7 wastes defined A

3、pplying these principles The Future Q&A3AGENDAAGENDA2024 Databricks Inc.All rights reserved2024 Databricks Inc.All rights reserved4INTRODUCTION INTRODUCTION-MANUFACTURING ANALOGYMANUFACTURING ANALOGY2024 Databricks Inc.All rights reserved2024 Databricks Inc.All rights reserved5WHAT IS A DATA INTELLI

4、GENCE PLATFORMWHAT IS A DATA INTELLIGENCE PLATFORMData Intelligence as Data FactoryData Intelligence as Data FactoryOur use of Unity Catalog Transport,Inventory,Motion,Waiting,DefectsBuilt-On Waiting,Production,OverprocessingOur Common Data Model/Analytics Assets Waiting,Overproduction,Overprocessin

5、g,DefectsServerless Waiting,Over Processing2024 Databricks Inc.All rights reserved2024 Databricks Inc.All rights reserved6DATA INTELLIGENCE PLATFORMDATA INTELLIGENCE PLATFORMIs in a Cloud data centerIs in a Cloud data center62024 Databricks Inc.All rights reserved2024 Databricks Inc.All rights reser

6、ved7Not in a Cloud Not in a Cloud The big decision The big decision-Kytheras original data centerKytheras original data center72024 Databricks Inc.All rights reserved2024 Databricks Inc.All rights reserved8LEAN MANUFACTURINGLEAN MANUFACTURINGA Fundamental Concept In Reducing Waste in ManufacturingA