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Scaling Python With Ray Adventures In Cloud : adventures in Cloud and serverless patterns /Holden Karau, Boris Lublinsky

By: Language: English Publication details: 2023 Sebastopol, CA, O'Reilly Media,Edition: 1st editionDescription: xv, 249 pages,: ill,; 22 cmISBN:
  • 9789355423757
Subject(s): DDC classification:
  • 005.133P KAR
Summary: 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.
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Item type Current library Call number Copy number Status Barcode
English Books Anna Centenary Library 3RD FLOOR, A WING 005.133P KAR (Browse shelf(Opens below)) Available 692529
English Books Anna Centenary Library 3RD FLOOR, A WING 005.133P KAR;1 (Browse shelf(Opens below)) 1 Available 692530

Includes index

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.

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