Download e-book for kindle: Distributed Computing with Python by Francesco Pierfederici

By Francesco Pierfederici

Key Features

  • You'll learn how to write info processing courses in Python which are hugely on hand, trustworthy, and fault tolerant
  • Make use of Amazon internet companies besides Python to set up a robust distant computation system
  • Train Python to address data-intensive and source hungry applications

Book Description

CPU-intensive info processing projects became the most important contemplating the complexity of a few of the great info functions which are used this present day. lowering the CPU usage in step with procedure is essential to enhance the final pace of applications.

This publication will train you ways to accomplish parallel execution of computations via dispensing them throughout a number of processors in one laptop, hence bettering the general functionality of a large information processing job. we are going to hide synchronous and asynchronous versions, shared reminiscence and dossier structures, verbal exchange among quite a few techniques, synchronization, and more.

What you are going to Learn

  • Get an advent to parallel and disbursed computing
  • See synchronous and asynchronous programming
  • Explore parallelism in Python
  • Distributed software with Celery
  • Python within the Cloud
  • Python on an HPC cluster
  • Test and debug disbursed applications

About the Author

Francesco Pierfederici is a software program engineer who loves Python. He has been operating within the fields of astronomy, biology, and numerical climate forecasting for the final 20 years.

He has equipped huge allotted platforms that utilize tens of hundreds of thousands of cores at a time and run on a number of the quickest supercomputers on the earth. He has additionally written loads of purposes of doubtful usefulness yet which are nice enjoyable. more often than not, he simply loves to construct things.

Table of Contents

  1. An advent to Parallel and allotted Computing
  2. Asynchronous Programming
  3. Parallelism in Python
  4. Distributed purposes – with Celery
  5. Python within the Cloud
  6. Python on an HPC Cluster
  7. Testing and Debugging disbursed Applications
  8. The highway Ahead

Show description

Read or Download Distributed Computing with Python PDF

Similar human-computer interaction books

New PDF release: User-Centered Design Stories: Real-World UCD Case Studies

User-Centered layout tales is the 1st user-centered layout casebook with situations masking the most important initiatives and matters dealing with UCD practitioners this day. meant for either scholars and practitioners, this publication follows the Harvard Case examine process, the place the reader is put within the position of the decision-maker in a real-life specialist scenario.

Understanding Digital Humanities by D. Berry PDF

Confronting the electronic revolution in academia, this publication examines the appliance of latest computational innovations and visualisation applied sciences within the Arts & Humanities. Uniting differing views, top and rising students talk about the theoretical and practical challenges that computation increases for those disciplines.

Doug Bowman,Ernst Kruijff,Joseph J., Jr. LaViola,Ivan P.'s 3D User Interfaces: Theory and Practice, CourseSmart PDF

Here’s what 3 pioneers in special effects and human-computer interplay need to say approximately this publication: “What a journey de force—everything one may want—comprehensive, encyclopedic, and authoritative. ” —Jim Foley “At final, a publication in this very important, rising zone. will probably be an fundamental reference for the practitioner, researcher, and pupil drawn to 3D person interfaces.

Augmented Human: How Technology Is Shaping the New Reality - download pdf or read online

Augmented fact (AR) blurs the boundary among the actual and electronic worlds. In AR’s present exploration part, innovators are commencing to create compelling and contextually wealthy functions that improve a user’s daily reports. during this publication, Dr. Helen Papagiannis—a world-leading professional within the field—introduces you to AR: how it’s evolving, the place the possibilities are, and the place it’s headed.

Extra info for Distributed Computing with Python

Example text

Download PDF sample

Distributed Computing with Python by Francesco Pierfederici


by Michael
4.1

Rated 4.94 of 5 – based on 15 votes