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AWS Serverless Applications

AWS launched the entire serverless applications category, with the release of its AWS Lambda (functions) service in 2014. Modern AWS Serverless architectures now use a majority of serverless AWS services (for compute, file storage, data and much more).
An example serverless AWS application architecture (for genomic data processing is shown below).

From AWS

  • 📙 Blog: "Cloud-Native Computing" -- link
  • 📙 AWS well-architected serverless application lens -- link
  • 📙 AWS Serverless Lens Whitepaper -- link
  • :octocat: AWS Serverless Workshops -- link
  • :octocat: AWS Serverless patterns -- link
  • 📙 AWS docs - links to serverless architectures by use case - link

From AWS - About Data Lakes

  • 📙 "What is a Data Lake?" -- link
  • 📙 "Data Lake Foundation on AWS" -- link
  • 📙 "AWS Connected Vehicle Architecture" -- link

From My AWS Serverless Work

Shown below is a solution architecture (for a bioinformatics use-case) which I worked on with the team (at CSIRO) to optimize.

  • 📘 My Example:"HERE Technologies SAR" -- link
  • 📘 My Example: "HERE Technologies Geocoder API and AWS" -- link
  • 📙 Blog: "CSIRO GT-Scan2 Serverless Genomics on AWS" -- link
    • AWS architecture shown at the top of this section
  • 📙 Blog: "Faster Genome Search with X-Ray" -- link
  • :octocat: Zappa, Serverless Python library for AWS --> link
  • 📘 My Article: "Scaling Custom Machine Learning" -- link
  • 📝 "Deep Dive on Rekognition Architectures" -- link

From the Community - Examples and Libraries

  • :octocat: Serverless examples (using AWS) -- link
  • 📘 Website with 625 architecture patterns - link
  • 📝 Blog: "Implement a serverless CI/CD pipeline" -- link

Patterns and Internal Architecture

  • :octocat: AWS CDK Serverless Patterns Library -- link
  • 📝 Blog: "Serverless Microservices Patterns for AWS" -- link
  • 📝 Article: "What's New in AWS Lambda" -- link
  • 📝 Blog: "AWS Lambda Internals" -- link
  • 📝 Article: "How Firecracker is Going to Set Modern Infrastructure on Fire" -- link
  • 📽️ Slides: "Migrate your Data Warehouse to a Data Lake" -- link