Scaling Python with Ray : Adventures in Cloud and Serverless Patterns

Holden Karau

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Language: English

Published by O'reilly Media Jan 2023, 2023

1098118804 / 9781098118808

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Neuware - 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.…

Seller Inventory # 9781098118808

Title
Scaling Python with Ray : Adventures in Cloud and Serverless Patterns
Author
Holden Karau
Publisher
O'reilly Media Jan 2023
Publication year
2023
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1098118804
ISBN 13
9781098118808
Item weight
474 grams
Dimensions
233x177x16 mm

AHA-BUCH GmbH

Einbeck, Germany

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Shipping rates from Germany to U.S.A.

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