使用 Apache Flink 进行高级流处理.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.A N T 4 2 1Advanced Stream Processing with Apache FlinkAli Alemi(he/him)Principal Streaming Solution ArchitectAmazon Web Services(AWS)Pratik Patel(he/him)Senior Tech

2、nical Account ManagerAmazon Web Services(AWS)2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Agenda01Value of Real-Time Stream Processing02Common data streaming patterns03Apache Flink overview04Interactive whiteboarding session05Code 2025,Amazon Web Services,Inc.or its affiliates.

3、All rights reserved.Value of real time dataIoT device monitoringIndustrialautomationOnline gaminginteractionsOnline gaminginteractionsRight away?Next day?After hours?Immediately?Instantly?Next report?2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Data streaming patternsStream sou

4、rcesWed Oct 11 14:32:52 2023 error client/live/ap/htdocs/testIoT sensorsAppsSocial mediaLogsStream analytics&integrationAmazon Managed Service for Apache FlinkStream integrationAmazonData FirehoseAmazon S3Amazon RedshiftAmazon OpenSearch ServiceAgentic AI ApplicationsStream ingestionKinesis AgentAWS

5、 SDKAWS IoT CoreAmazon Kinesis Data StreamsStream storageAmazon MSKAmazon API GatewayAmazon BedrockAmazon SageMakerGen AI/RAGChatbots/live agentsPersonalizationRecommendationsDelayed insightsData warehousesData lakesBusiness IntelligenceAmazon RDSAmazon DynamoDBAmazon MSK ConnectAWS Database Migrati

6、on ServiceApache Flink CDC 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Within hundreds of millisecondsAmazon Managed Service for Apache FlinkPredicting face-off winners in real-time during televised gamesNHL Predicts Face-off Winners in real-time leveraging Amazon Managed Serv