Python并行编程参考手册（影印版） [Python Parallel Programming Cookbook]这本书，是由东南大学出版社在2017-04-01月出版的，本书著作者是 [意] 吉安卡洛·扎克尼（Giancarlo Zaccone） 著，此次本版是第1次印刷发行， 国际标准书号(ISBN)：9787564170738，品牌为南京东南大学出版社, 这本书的包装是16开平装，所用纸张为胶版纸，全书共有261页字数万字， 是一本非常不错的Python编程书籍。

此书内容摘要

对于开发人员而言，如今要想充分利用所有可用的计算资源来构建出高效的软件系统，并行编程技术是必不可少的技能。从多核到GPU系统，再到分布式架构，计算量繁重的程序都离不开编程工具和软件库。
《Python并行编程参考手册（影印版）》首先简要介绍了并行编程，然后讲述了Python的基础知识，接着探究了基于线程的并行模型、采用同步线程的Python线程模块以及锁、互斥量、信号量队列、GIL和线程池的用法。

关于此书作者

Giancarlo Zaccone has more than 10 years of experience in managing research projects，both in scientific and industrial domains. He worked as a researcher at the National Research Council （CNR）， where he was involved in a few parallel numerical computing and scientific visualization projects.
He currently works as a software engineer at a consulting company， developing and maintaining software systems for space and defense applications.
Giancarlo holds a master's degree in physics from the University of Naples Federico Ⅱ and has completed a second-level postgraduate master's program in scientific computing from the Sapienza University of Rome.

编辑们的推荐

暂无.

Python并行编程参考手册（影印版） [Python Parallel Programming Cookbook]图书的目录

Preface
Chapter 1： Getting Started with Parallel Computing and Python
Introduction
The parallel computing memory architecture
Memory organization
Parallel programming models
How to design a parallel program
How to evaluate the performance of a parallel program
Introducing Python
Python in a parallel world
Introducing processes and threads
Start working with processes in Python
Start working with threads in Python

Chapter 2： Thread-based Parallelism
Introduction
Using the Python threading module
How to define a thread
How to determine the current thread
How to use a thread in a subclass
Thread synchronization with Lock and RLock
Thread synchronization with RLock
Thread synchronization with semaphores
Thread synchronization with a condition
Thread synchronization with an event
Using the with statement
Thread communication using a queue
Evaluating the performance of multithread applications

Chapter 3： Process-based Parallelism
Introduction
How to spawn a process
How to name a process
How to run a process in the background
How to kill a process
How to use a process in a subclass
How to exchange objects between processes
How to synchronize processes
How to manage a state between processes
How to use a process pool
Using the mpi4py Python module
Point-to-point communication
Avoiding deadlock problems
Collective communication using broadcast
Collective communication using scatter
Collective communication using gather
Collective communication using AIItoall
The reduction operation
How to optimize communication

Chapter 4： Asynchronous Programming
Introduction
Using the concurrent．futures Python modules
Event loop management with Asyncio
Handling coroutines with Asyncio
Task manipulation with Asyncio
Dealing with Asyncio and Futures

Chapter 5： Distributed Python
Introduction
Using Celery to distribute tasks
How to create a task with Celery
Scientific computing with SCOOP
Handling map functions with SCOOP
Remote Method Invocation with Pyro4
Chaining objects with Pyro4
Developing a client-server application with Pyro4
Communicating sequential processes with PyCSP
Using MapReduce with Disco
A remote procedure call with RPyC

Chapter 6： GPU Programming with Python
Introduction
Using the PyCUDA module
How to build a PyCUDA application
Understanding the PyCUDA memory model with matrix manipulation
Kernel invocations with GPUArray
Evaluating element-wise expressions with PyCUDA
The MapReduce operation with PyCUDA
GPU programming with NumbaPro
Using GPU-accelerated libraries with NumbaPro
Using the PyOpenCL module
How to build a PyOpenCL application
Evaluating element-wise expressions with PyOpenCI
Testing your GPU application with PyOpenCL
Index

部分内容试读

暂无.

关于此书评价

暂无.

书摘内容

暂无.

Python并行编程参考手册（影印版） [Python Parallel Programming Cookbook]最新最全的试读、书评、目录、简介信息由个人博客整理提供。

本文地址：https://my.lmcjl.com/book/432

版权声明：个人博客原创文章，转载请注明出处和网址。

，欢迎加入。

本文链接：https://my.lmcjl.com/post/6009.html