AWS 分析领域的创新：数据处理.pdf

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1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.ANT305Kinshuk PahareHead of Product,AWS AnalyticsNeil MukerjePrinciple Product Manager,AWS Analyti

2、csAnjali NorwoodSenior Engineering Manager,Big Data Analytics PlatformNetflixInnovations in AWS Analytics:Data processing 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaData Processing at AWSOur latest innovationsIcebergRole of agents in data processingEase of useNetflixs s

3、tory 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Amazon AthenaAmazon EMRAWS GlueAmazon MWAAANALYZE,PREPARE,AND INTEGRATE DATA FOR ANALYTICS AND AIData processing 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.19+Millions100PB+years ofinnovationcustomers inn

4、ovating with data and AIdaily datafootprint1B+Athena queries per week300M+Spark jobs on EMR Serverless300M+Redshift Serverless queries per week 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.The best place to build data lakesAmazon S3ExabytesApache Parquet datain Amazon S325M+Ave

5、rage requests per second 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.How do we make this even better for our data processing customers?2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.4.5xOSS

6、Spark and Iceberg(TPC-DS 3TB)2xBetter for writes compared to OSS Spark and Iceberg5.4 xEMR Spark 4.0 compared to OSS Spark 4.0EMR accelerates time-to-insight and optimizes performanceMethod:Trailing 12 months data(actuals),aggregated and approved by AWS central finance and legal teams 2025,Amazon We