使用 AWS Lambda 优化 Kafka 工作负载.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.C N S 4 1 1Optimizing Kafka workloads with AWS LambdaAlexander VladimirovSenior Solutions Architect,ServerlessAWSAnton AleksandrovPrincipal Solutions Architect,Serve

2、rlessAWS 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.The business scenario booking flights 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.What does your architecture look like?Amazon Managed Streaming for Apache KafkaAWS LambdaAmazon API GatewayAmazon S3Thr

3、oughputEnd to end latencyAdditional processingTraffic patterns 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Event Source Mapping for KafkaHandles polling and automatically invokes Lambda functionsSupports batching,error handling and retriesAutomatically scales and manages concu

4、rrencyKafkaLambda processor 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Usecase 1 baseline(out of the box defaults)KafkaLambda processor 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Usecase 2 Latency sensitive data streaming 2025,Amazon Web Services,Inc.o

5、r its affiliates.All rights reserved.Usecase 2 Latency sensitive data streaming 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Usecase 2 Latency sensitive data streaming 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Usecase 3 Even higher throughput with SQSMa

6、naged Streamingfor KafkaLambda DispatcherSQS FIFO/StandardQueueLambda Processor 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Demo time!2025,Amazon Web Services,Inc.or its affiliates.All right