内容简介
This book follows a step-by-step, tutorial-based approach which will teach you how to develop your own super cluster using Raspberry Pi computers quickly and efficiently.Raspberry Pi Super Cluster is an introductory guide for those interested in experimenting with parallel computing at home. Aimed at Raspberry Pi enthusiasts, this book is a primer for getting your first cluster up and running.Basic knowledge of C or Java would be helpful but no prior knowledge of parallel computing is necessary.
AI简介
这是一本以Raspberry Pi计算机为基础,详细阐述如何搭建并行计算集群的入门指南。本书以集群与并行计算的关系作为开篇,解释了集群作为并行计算基础设施的作用,并介绍了Raspberry Pi在集群中的应用。随后,本书详细讲解了如何设置Raspberry Pi的软硬件环境,以便进行并行计算。
本书详细阐述了MPICH与OpenMPI的比较,并选择MPICH作为在Raspberry Pi上安装的MPI实现。接着,本书深入讲解了如何在Raspberry Pi上安装和配置Hadoop,并介绍了如何使用MapReduce编写分布式应用程序。此外,本书还探讨了如何使用Monte Carlo simulators和Hadoop与MPI计算圆周率,以及如何探索Raspberry Pi集群的替代电源。
在本书的最后部分,作者总结了本书项目的总结,围绕Raspberry Pi与USB HDD的使用,Fortran编程语言编写的MPI应用程序,以及Raspberry Pi集群的替代电源的探索。此外,本书还提供了探索并行计算领域的进一步链接和项目想法。