Scaling Python with Ray 4th Early Release


Scaling Python with Ray 4th Early Release
Authors: Holden Karau & Boris Lublinsky
Year: 2022
Publisher: O’Reilly Media, Inc.
Language: English
ISBN 13: 9781098118808
ISBN 10: 1098118804
Categories: Computers, Programming
Pages: 320 / 319

Availability: 5000 in stock

SKU: 9781098118808 Category:

Scaling Python with Ray (Fourth Early Release) Holden Karau & Boris Lublinsky
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, authors Holden Karau and Boris Lublinsky show you how to scale existing Python applications and pipelines, allowing you to stay in the Python ecosystem while avoiding single points of failure and manual scheduling. If your data processing has grown beyond what a single computer can handle, this book is for you.
Written by experienced software architecture practitioners, 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. This book covers distributed processing (the pure Python implementation of serverless) and shows you how to:Implement stateful applications with Ray actorsBuild workflow management in RayUse Ray as a unified platform for batch and streamingImplement advanced data processing with RayApply microservices with Ray platformImplement reliable Ray applications Categories:
Computers – Programming
O’Reilly Media, Inc.
ISBN 10:
ISBN 13:
38 MB


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Scaling Python with Ray 4th Early Release

Availability: 5000 in stock