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Giancarlo Zaccone - Python Parallel Programming Cookbook: Over 70 recipes to solve asynchronous programming and distributed computing problems with Python 3

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Implement effective programming techniques in Python to build scalable software that saves time and memoryKey Features Design distributed computing systems and massive computational tasks coherently Learn practical recipes with concise explanations that address development pain points encountered while coding parallel programs Understand how to host your parallelized applications on the cloudBook DescriptionNowadays, it has become extremely important for programmers to understand the link between the software and the parallel nature of their hardware so that their programs run efficiently on computer architectures. Applications based on parallel programming are fast, robust, and easily scalable.This updated edition features cutting-edge techniques for building effective concurrent applications in Python 3.7. The book introduces parallel programming architectures and covers the fundamental recipes for thread-based and process-based parallelism. Youll learn about mutex, semaphores, locks, queues exploiting the threading, and multiprocessing modules, all of which are basic tools to build parallel applications. Recipes on MPI programming will help you to synchronize processes using the fundamental message passing techniques with mpi4py. Furthermore, youll get to grips with asynchronous programming and how to use the power of the GPU with PyCUDA and PyOpenCL frameworks. Finally, youll explore how to design distributed computing systems with Celery and architect Python apps on the cloud using PythonAnywhere, Docker, and serverless applications.By the end of this book, you will be confident in building concurrent and high-performing applications in Python.What you will learn Synchronize multiple threads and processes to manage parallel tasks Use message passing techniques to establish communication between processes to build parallel applications Program your own GPU cards to address complex problems Manage computing entities to execute distributed computational task Write efficient programs by adopting the event-driven programming model Explore cloud technology with Django and Google App Engine Apply parallel programming techniques that can lead to performance improvementsWho this book is forThe Python Parallel Programming Cookbook is for software developers who are well-versed with Python and want to use parallel programming techniques to write powerful and efficient code. This book will help you master the basics and the advanced of parallel computing.

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Python Parallel Programming Cookbook Second Edition Over 70 recipes to - photo 1
Python Parallel Programming Cookbook
Second Edition
Over 70 recipes to solve challenges in multithreading and distributed system with Python 3
Giancarlo Zaccone

BIRMINGHAM - MUMBAI Python Parallel Programming CookbookSecond Edition - photo 2

BIRMINGHAM - MUMBAI
Python Parallel Programming CookbookSecond Edition

Copyright 2019 Packt Publishing

All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews.

Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the author, nor Packt Publishing or its dealers and distributors, will be held liable for any damages caused or alleged to have been caused directly or indirectly by this book.

Packt Publishing has endeavored to provide trademark information about all of the companies and products mentioned in this book by the appropriate use of capitals. However, Packt Publishing cannot guarantee the accuracy of this information.

Commissioning Editor:Richa Tripathi
Acquisition Editor:Chaitanya Nair
Content Development Editor:Ruvika Rao
Senior Editor:Afshaan Khan
Technical Editor:Gaurav Gala
Copy Editor:Safis Editing
Project Coordinator:Prajakta Naik
Proofreader:Safis Editing
Indexer:Rekha Nair
Production Designer:Joshua Misquitta

First published: August 2015
Second edition: September 2019

Production reference: 1050919

Published by Packt Publishing Ltd.
Livery Place
35 Livery Street
Birmingham
B3 2PB, UK.

ISBN 978-1-78953-373-6

www.packt.com


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Contributors
About the author

Giancarlo Zacconehas over fifteen years' experience of managing research projects in the scientific and industrial domains.

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