Guide to High Performance Distributed Computing

Guide to High Performance Distributed Computing

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This timely text/reference describes the development and implementation of large-scale distributed processing systems using open source tools and technologies. Comprehensive in scope, the book presents state-of-the-art material on building high performance distributed computing systems, providing practical guidance and best practices as well as describing theoretical software frameworks. Features: describes the fundamentals of building scalable software systems for large-scale data processing in the new paradigm of high performance distributed computing; presents an overview of the Hadoop ecosystem, followed by step-by-step instruction on its installation, programming and execution; Reviews the basics of Spark, including resilient distributed datasets, and examines Hadoop streaming and working with Scalding; Provides detailed case studies on approaches to clustering, data classification and regression analysis; Explains the process of creating a working recommender system using Scalding and Spark.... cana#39;t be established. RSA key fingerprint is 74:d7:61:86:db:86:8f:31:90:9c:68: b0 :13:88:52:72. Are you sure you want to continue connecting (yes/no)? yes Warning: Permanently added a#39;slavea#39; (RSA) to the list of known hosts. Ubuntu 12.04anbsp;...

Title:Guide to High Performance Distributed Computing
Author: K.G. Srinivasa, Anil Kumar Muppalla
Publisher:Springer - 2015-02-09

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