Scaling Python with Ray: Adventures in Cloud and Serverless Patterns

Serverless computing enables developers to concentrate solely on their applications rather than worry about where they've been...
€93,82 EUR
€93,82 EUR
SKU: 9781098118808
Product Type: Books
Please hurry! Only 522 left in stock
Author: Holden Karau
Format: Paperback
Language: English
Subtotal: €93,82
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Scaling Python with Ray: Adventures in Cloud and Serverless Patterns by Karau, Holden

Scaling Python with Ray: Adventures in Cloud and Serverless Patterns

€93,82

Scaling Python with Ray: Adventures in Cloud and Serverless Patterns

€93,82
Author: Holden Karau
Format: Paperback
Language: English

Serverless computing enables developers to concentrate solely on their applications rather than worry about where they've been deployed. With the Ray general-purpose serverless implementation in Python, programmers and data scientists can hide servers, implement stateful applications, support direct communication between tasks, and access hardware accelerators.

In this book, experienced software architecture practitioners Holden Karau and Boris Lublinsky show you how to scale existing Python applications and pipelines, allowing you to stay in the Python ecosystem while reducing single points of failure and manual scheduling. Scaling Python with Ray is ideal for software architects and developers eager to explore successful case studies and learn more about decision and measurement effectiveness.

If your data processing or server application has grown beyond what a single computer can handle, this book is for you. You'll explore distributed processing (the pure Python implementation of serverless) and learn how to:

  • Implement stateful applications with Ray actors
  • Build workflow management in Ray
  • Use Ray as a unified system for batch and stream processing
  • Apply advanced data processing with Ray
  • Build microservices with Ray
  • Implement reliable Ray applications


Author: Holden Karau, Boris Lublinsky
Publisher: O'Reilly Media
Published: 01/03/2023
Pages: 266
Binding Type: Paperback
Weight: 0.97lbs
Size: 9.19h x 7.00w x 0.56d
ISBN: 9781098118808

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