AWS Serverless Applications

August 30, 2023 · View on GitHub

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