Krafton 的特许经营 IP 和数据治理：提高成本效率和可扩展性.pdf

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1、Publishing Platform DivisionFranchise IP and Data Governance at KRAFTONEnabling Real-Time Governance and Scalable Data PlatformKRAFTON Data EngineeringJune 2025Hwaeum Yeom02Saraand.SPARK+AI SUMMITand.SPARK+AI SUMMIT03PUBGs Global SuccessPUBGs Global Success0430 M+Copies in 9 months2017 Early Access,

2、PUBG sold80M+Copies SoldTotal3M+Concurrent Players2025,8thanniversary updateGovernance Became CriticalGovernance Became Critical05Governance Became Critical!Governance Became Critical!06Ad-hocpermission handlingClear access boundariesSame data,Different assumptionsStandard MetricsUncontrolled comput

3、e usageAvoid misuse of computeDatabricks x GovernanceDatabricks x Governance07Governance Made the Waste VisibleGovernance Made the Waste Visible08$DatePolicy AppliedUsage drop after All-Purpose Jobs migrationSQL cost reduced by pruning unused dashboardsRedesigning the Flow:Medallion and Streaming091

4、Latency still measured in hours2No separation of lifecycle stagesFrom Flat to Layered:Medallion+Streaming10Impact&Results11Latency ImpactStorage/Compute SavingsNear real time analytics for anti-cheat&social analytics60%S3 cost reduction&3050%per job savingsUp to 83%monthly savingsUnified Govern-ance

5、Secure and discoverable data governanceWhat We Achieved Together12with the right platform,you can achieve real-time insights,cost savings,and unified governanceall togetherComplete Your SurveysYou will receive a survey for each session attendedOpen the Databricks Events app and select“My Surveys”from the menuSurveys can also be submitted in the Attendee Portal13Your feedback has a direct impact on Data+AI Summit content