Amazon S3 性能：架构、设计和优化.pdf

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.Ian Mc Garryhe/himDirector,Software DevelopmentAmazon Web ServicesDevabrat Kumarhe/himPrincipal Pr

2、oduct ManagerAmazon Web ServicesAmazon S3 performance:Architecture,design,and optimizationS T G 3 3 5 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaUnderstanding S3 architecture to achieve high-performance access-Optimizing for massive throughput-Managing concurrent reques

3、ts-Making it easy with AWS toolsUnderstanding Amazon S3 Express One Zone-Architectural considerations-Key benefits 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Exampleuse casesUse cases that drive massive throughput and concurrent requests-Data lake analytics-Data migrations-Au

4、tonomous vehicle simulationsUse cases for Amazon S3 Express One Zone-Interactive querying-Machine learning training-Machine learning model loading&inference 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amaz

5、on Web Services,Inc.or its affiliates.All rights reserved.Understanding S3 architecture Optimizing for high throughput 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Using Amazon S3s scale.to your advantage 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.500 Tr

6、illion Objects 200 Million Requests per Second 1 Million Data LakesHundreds of Exabytes 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.3 main subsystems in S3Front EndRequest Routing&ProcessingIndexKey/Value Mapping Object Metadata to BytesStorageDurable Store of Bytes on Disk 20