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A Cloud Infrastructure for Processing Images
A Cloud Infrastructure for Processing Images
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    • English

    • PDF

    A Cloud Infrastructure for Processing Images

    This book is 100% complete

    Completed on 2016-07-21

    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

    Joshua Cook
    Joshua Cook

    Joshua Cook is a mathematician. He writes code in Bash, C, and Python and has done pure and applied computational work in geo-spatial predictive modeling, quantum mechanics, semantic search, and artificial intelligence. He also has 10 years experience teaching mathematics at the secondary and post-secondary level. His research interests lie in high-performance computing, interactive computing, feature extraction, and reinforcement learning. He is always willing to discuss orthogonality or to explain why Fortran is the language of the future over a warm or cold beverage.

    Table of Contents

    1. Operational Infrastructure
      1. A Minimal System 
      2. Elastic Beanstalk
      3. A Single Transaction – Minimal System
      4. Additional Horizontal Scaling
      5. A Single Transaction – Scaled System
    2. Software Infrastructure
      1. the Front-End
      2. Application Routes
      3. Application Controllers
      4. Saving a Photograph
      5. the Worker
      6. Running Queries
      7. Queries and Jobs
    3. Development Timeline
      1. Minimal System
      2. Scaled System

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