Guide to High Performance Distributed Computing

Name: Guide to High Performance Distributed Computing
Brand: Springer International Publishing AG
SKU: 9783319383477
Price: 51.62 EUR
Availability: InStock

Case Studies with Hadoop, Scalding and Spark

Автор: K. G. Srinivasa, Anil Kumar Muppalla

Език:

Корици: С меки корици

Издател: Springer International Publishing AG

Наличност: Външен склад

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This timely text/reference describes the development and implementation of large-scale distributed p...

Информация за книгата

Автор

K. G. Srinivasa, Anil Kumar Muppalla

Език

Английски език

Корици

Книга - С меки корици

Издадена

2016

страници

304

EAN

9783319383477

ISBN

3319383477

Enbook ID

15194415

Издател

Springer International Publishing AG

Теглоt

498

Размери

155 x 235 x 17

Пълно описание

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.

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Guide to High Performance Distributed Computing

Case Studies with Hadoop, Scalding and Spark

Информация за книгата

Пълно описание

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също