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无服务器架构中拥抱失败的艺术.pdf

上传人: 明**** 编号:1012931 2025-12-21 172页 1.92MB

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.D E V-3 1 2Anahit PogosovaThe Art of Embracing Failures in Serverless ArchitecturesShe/herCloud Ar

2、chitecture&Engineering LeadF-Secure 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.MAGIC!2025,Amazon Web Services,Inc.or its affiliates.All rights

3、 reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.“On Fire,”used with permission from KC Green,October 6,2023 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.

4、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.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights res

5、erved.Anything that can go wrong will go wrongMurphys Law 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Anything that can go wrong will go wrongMurphys Lawand at the worst possible time.,2025,Amazon Web Services,

6、Inc.or its affiliates.All rights reserved.Anahit Pogosova(she/her)Cloud Architecture&Engineering LeadAWS Data Hero 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Failures 2025,Amazon Web Services,Inc.or its affili

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根据报告的内容,全文主要内容概括如下: 1. **分布式系统与服务器无架构的挑战**:文章强调了分布式系统和服务器无架构中故障的普遍性和潜在影响,引用了Murphy's Law(任何可能出错的事情都会在最糟糕的时刻出错)。 2. **分布式系统的特性**:分布式系统中的计算机故障可能导致整个系统不可用,如Leslie Lamport在1987年所述。 3. **大数据应用**:分布式架构在处理大数据应用(如日志数据、物联网数据、网站点击流等)中至关重要。 4. **处理故障的策略**:文章讨论了超时、重试和自我贪婪重试等策略,并指出重试可能导致系统崩溃。 5. **Kinesis Data Streams**:介绍了Kinesis Data Streams作为数据流服务的特性,包括其并行性和数据持久性。 6. **Lambda函数**:讨论了AWS Lambda的并发限制和失败处理,包括重试策略和失败记录的处理。 7. **结论**:文章鼓励读者勇敢面对挑战,了解基础知识,并接受分布式系统中的混乱。 核心数据包括: - Kinesis Data Streams:1 MB/sec或1,000条记录/秒的输入,最大500条记录,最大10 MiB。 - Lambda函数:最大10个并发调用,默认最大重试次数为3次,使用指数退避和抖动。 - Lambda函数失败处理:最大重试尝试为0-10,000次,最大记录年龄为1分钟-7天。
如何应对失败?" Murphy's Law 的真实挑战?" 如何避免系统崩溃?"
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