使用 DATABRICKS 迁移和优化大规模流式处理应用程序（重复）.pdf

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1、2024 Databricks Inc.All rights reserved1MIGRATING AND OPTIMIZING MIGRATING AND OPTIMIZING LARGELARGE-SCALE SCALE STREAMING APPLICATIONS STREAMING APPLICATIONS WITH DATABRICKSWITH DATABRICKSSharif Doghmi,Donghui LiSharif Doghmi,Donghui LiJune 2024June 20242024 Databricks Inc.All rights reservedLead S

2、oftware Engineer,FreeW Software Engineer,FreeW DoghmiSharif DoghmiDonghui LiDonghui Li2WHO WE AREWHO WE ARE2024 Databricks Inc.All rights reserved FreeWheel,Beeswax,and Programmatic Advertising Beeswax Data Platform Redesign and Migration of Streaming Application Monitoring and Observability Perform

3、ance Optimization Databricks Development Experience Future Databricks Work3SESSION OVERVIEWSESSION OVERVIEW2024 Databricks Inc.All rights reserved4FREEWHEEL,FREEWHEEL,BEESWAX,AND BEESWAX,AND PROGRAMMATIC PROGRAMMATIC ADVERTISINGADVERTISING2024 Databricks Inc.All rights reserved52024 Databricks Inc.A

4、ll rights reserved Comprehensive ad platforms for publishers,advertisers,and media buyers We make it easier for buyers and sellers to transact Products for demand and supply sides of advertising We serve many of the largest media companies in the U.S.and Europe We power advertising for many of the b

5、iggest sporting events62024 Databricks Inc.All rights reserved72024 Databricks Inc.All rights reserved8PROGRAMMATIC ADVERTISING 101PROGRAMMATIC ADVERTISING 101Real Time BiddingReal Time Bidding2024 Databricks Inc.All rights reservedEnables demand-side customers to:Plan and execute ad campaignsBid on

6、 ad inventory using RTBMonitor,analyze,and optimize their ad campaignsBuilt on the principles of transparency,customizability,and controlKey offerings:DSP:Highly customizable-out-of-the-boxBaaS:Fully customizable own bidder-single-tenant architecture9FreeWheels Programmatic Buying PlatformFreeWheels