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无服务器开发人员的最佳实践.pdf

上传人: 明**** 编号:1012954 2025-12-21 200页 1.76MB

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.C N S 4 0 3Julian WoodBest practices for serverless developersPrincipal Serverless Developer Advoc

2、ateAWS 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 0 3Julian WoodBest practices for serverless developersPrincipal Serverless Developer AdvocateAWS 2025,Amazon Web Services,Inc.or its affiliates.All rig

3、hts reserved.Meet Ptisserie AmlieA serverless journey from passion to global successSingle ptisserie 60 international locations40 orders/month 3.8M orders/yearServerless architecture evolution story 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.5 years of growth and learning2020

4、Single Location40/monthStarting20215 Locations4K/monthGrowing202218 Locations50K/monthRegional202335 Locations180K/monthCrisis202445 Locations280K/monthTransformation202560 Locations320K/monthSuccess 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Following her passion Single loca

5、tion during COVID lockdown Basic online ordering Manual payment processingSimple architecture:Lets see if people love my pastries as much as I do!-AmlieThe humble beginning40 orders/month2020AmazonAPI GatewayAmazon DynamoDBAWS Lambda(200 lines of code)2025,Amazon Web Services,Inc.or its affiliates.A

6、ll rights reserved.Early success 5 locations across the city Revenue growing steadilyArchitecture evolution:First challenges:Lambda timeouts during morning rush Manual coordination becoming bottleneckWord is spreading!4,000 orders/month2021AmazonAPI GatewayAmazon DynamoDBOrdersPaymentsInventory 2025

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根据报告的内容,本文主要讲述了Pâtisserie Amélie如何通过采用AWS的无服务器架构实现从单店到全球品牌的成功转型。以下是关键点: - **增长历程**:从2020年的单店40订单/月,到2025年的60家门店320万订单/月。 - **架构演变**:从最初的简单Lambda函数到复杂的微服务架构,再到引入AWS Step Functions和EventBridge实现异步处理。 - **性能优化**:通过Lambda Managed Instances、SnapStart、Provisioned Concurrency和GraalVM native compilation等技术,将处理时间从6秒缩短到250毫秒,冷启动从8%降低到1.2%。 - **成本优化**:通过合理配置资源、使用Savings Plan和优化日志管理等策略,将月度成本降低了67%。 - **AI集成**:利用AWS Bedrock等AI服务,实现70%的客户服务自动化,带来12%的收入增长。 - **最佳实践**:强调了无服务器架构的八大最佳实践,包括合理配置、异步处理、避免重复工作、性能优化、故障处理、可观察性、成本控制和AI集成。
Serverless架构的秘诀?** Amélie的Serverless之旅** Amélie如何利用人工智能?**
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