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Serverless Design Patterns and Best Practices

You're reading from   Serverless Design Patterns and Best Practices Build, secure, and deploy enterprise ready serverless applications with AWS to improve developer productivity

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Product type Paperback
Published in Apr 2018
Publisher Packt
ISBN-13 9781788620642
Length 260 pages
Edition 1st Edition
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Author (1):
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Brian Zambrano Brian Zambrano
Author Profile Icon Brian Zambrano
Brian Zambrano
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Table of Contents (12) Chapters Close

Preface 1. Introduction FREE CHAPTER 2. A Three-Tier Web Application Using REST 3. A Three-Tier Web Application Pattern with GraphQL 4. Integrating Legacy APIs with the Proxy Pattern 5. Scaling Out with the Fan-Out Pattern 6. Asynchronous Processing with the Messaging Pattern 7. Data Processing Using the Lambda Pattern 8. The MapReduce Pattern 9. Deployment and CI/CD Patterns 10. Error Handling and Best Practices 11. Other Books You May Enjoy

Data Processing Using the Lambda Pattern

This chapter describes the Lambda pattern, which is not to be confused with AWS Lambda functions. The Lambda architecture consists of two layers, typically used in data analytics processing. The two layers include a speed layer to calculate data in near-real time and a batch layer that processes vast amounts of historical data in batches.

Because serverless platforms allow us to scale horizontally very quickly, and since it's simple to store large amounts of data, the Lambda pattern is well suited for a serverless implementation. Lambda architectures are relatively new, coming onto the scene with the advent of big data processing and the desire to see the results of processing sooner than was previously available using batch systems such as Hadoop. This type of architecture or pattern is especially interesting since there are...

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