A Cloud Infrastructure for Processing Images
A Cloud Infrastructure for Processing Images
About the Book
A system for processing images as delayed jobs built using AWS abstractions:
- Elastic Beanstalk for nodes
- RDS for database
- SQS as Job Queue
Uses Rails for front-end webserver, Sinatra for task server, and scikit-image and scikit-learn for image processing.
About the Author
Table of Contents
- Operational Infrastructure
- A Minimal System
- Elastic Beanstalk
- A Single Transaction – Minimal System
- Additional Horizontal Scaling
- A Single Transaction – Scaled System
- Software Infrastructure
- the Front-End
- Application Routes
- Application Controllers
- Saving a Photograph
- the Worker
- Running Queries
- Queries and Jobs
- Development Timeline
- Minimal System
- Scaled System
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