驾驭GenAI风暴：智能数据平台设计.pdf

1、2024 Databricks Inc.All rights reservedMou Rakshit,Daniel MaterowskiMou Rakshit,Daniel Materowski2024.06.132024.06.132Navigating the Navigating the GenAIGenAI Storm:Storm:Intelligent Data Intelligent Data Platform DesignPlatform Design2024 Databricks Inc.All rights reserved2024 Databricks Inc.All ri

2、ghts reservedComplexChaosComplicatedClearCynefin framework2024 Databricks Inc.All rights reserved5The Complex environmentThe Complex environment2024 Databricks Inc.All rights reserved6Guiding principlesWHWHY YWHAT WHAT 2024 Databricks Inc.All rights reservedWhat do we know?What do we know?2024 Datab

3、ricks Inc.All rights reserved 74%of global enterprises have adopted Lakehouse*MIT Technology review insights&Gartner reportLower TCOAccelerated InnovationOpen Interoperable EcosystemBuild on Open Standard Lakehouse ArchitectureNo Vendor Lock-in2024 Databricks Inc.All rights reserved83%of large organ

4、izations have 10 or more data and AI systems,while 28%have more than 20*.On average,organizations use 2.6 public and 2.7 private clouds.*SOURCE:MIT Tech Review InsightsCentralized and monolithicSiloed and hyperspecialized ownershipTodays Data Platform is Distributed and Modular2024 Databricks Inc.Al

5、l rights reserved80%of organizations seeking to scale digital business,will fail,because they do not take a modern approach to data and analytics governance*Unified Data and AI Governance is a must haveAccess ControlSharingDiscoveryLineageMonitoring*Gartner2024 Databricks Inc.All rights reservedOpen

6、 Lakehouse at the coreOpen Lakehouse at the coreCloud Data LakeOpen Lakehouse2024 Databricks Inc.All rights reservedCloud Data LakeOpen LakehouseOpen Lakehouse at the Open Lakehouse at the corecoreLoosely Coupled,but Cohesive Foundation Loosely Coupled,but Cohesive Foundation(Distributed domain orie