Description: Further DetailsTitle: Distributed Computing with PythonCondition: NewFormat: DigitalEAN: 9781785889691ISBN: 9781785889691Publisher: Packt Publishing LimitedRelease Date: 04/02/2023Description: Harness the power of multiple computers using Python through this fast-paced informative guideAbout This Book• You'll learn to write data processing programs in Python that are highly available, reliable, and fault tolerant• Make use of Amazon Web Services along with Python to establish a powerful remote computation system• Train Python to handle data-intensive and resource hungry applicationsWho This Book Is ForThis book is for Python developers who have developed Python programs for data processing and now want to learn how to write fast, efficient programs that perform CPU-intensive data processing tasks.What You Will Learn• Get an introduction to parallel and distributed computing• See synchronous and asynchronous programming• Explore parallelism in Python• Distributed application with Celery• Python in the Cloud• Python on an HPC cluster• Test and debug distributed applicationsIn DetailCPU-intensive data processing tasks have become crucial considering the complexity of the various big data applications that are used today. Reducing the CPU utilization per process is very important to improve the overall speed of applications.This book will teach you how to perform parallel execution of computations by distributing them across multiple processors in a single machine, thus improving the overall performance of a big data processing task. We will cover synchronous and asynchronous models, shared memory and file systems, communication between various processes, synchronization, and more.Style and ApproachThis example based, step-by-step guide will show you how to make the best of your hardware configuration using Python for distributing applications.Language: EnglishCountry/Region of Manufacture: GBAuthor: Francesco PierfedericiGenre: Computing & InternetRelease Year: 2023 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Distributed Computing with Python
Title: Distributed Computing with Python
EAN: 9781785889691
ISBN: 9781785889691
Release Date: 04/02/2023
Release Year: 2023
Country/Region of Manufacture: GB
Genre: Computing & Internet
Publisher: Packt Publishing, The Limited
Subject: Systems Architecture / Distributed Systems & Computing, Networking / General, Programming / Parallel, Programming Languages / Python
Publication Year: 2016
Number of Pages: 170 Pages
Language: English
Publication Name: Distributed Computing with Python
Type: Textbook
Author: Francesco Pierfederici
Subject Area: Computers
Format: Trade Paperback
