Can I read Mastering Apache Spark on EtoBox?

Mastering Apache Spark by Mike Frampton is a book available to read on EtoBox.

What is Mastering Apache Spark about?

Cover 1 Copyright 3 Credits 4 Foreword 6 About the Author 8 About the Reviewers 9 www.PacktPub.com 11 Table of Contents 12 Preface 18 Chapter 1: Apache Spark 26 Overview 27 Spark Machine Learning 28 Spark Streaming 28 Spark SQL 29 Spark graph processing 29 Extended ecosystem 29 The future of Spark 30 Cluster design 30 Cluster management 33 Local 33 Standalone 33 Apache YARN 34 Apache Mesos 34 Amazon EC2 35 Performance 38 The cluster structure 38 The Hadoop file system 39 Data locality 39 Memory 39 Coding 40 Cloud 40 Summary 40 Chapter 2: Apache Spark MLlib 42 The environment configuration 42 Architecture 43 The development environment 44 Installing Spark 46 Classification with Naïve Bayes 50 Theory 50 Naïve Bayes in practice 51 Clustering with K-Means 61 Theory 61 K-Means in practice 61 ANN – Artificial Neural Networks 66 Theory 66 Building the Spark server 69 ANN in practice 73 Summary 84 Chapter 3: Apache Spark Streaming 86 Overview 87 Errors and recovery 88 Checkpointing 89 Streaming sources 91 TCP stream 92 File streams 94 Flume 95 Kafka 107 Summary 119 Chapter 4: Apache Spark SQL 120 The SQL context 121 Importing and saving data 122 Processing the Text files 122 Processing the

Author

Mike Frampton

Language

EN