Big Data

Table of Contents

Cover image

Title page

Copyright

List of contributors

About the Editors

Preface

Organization of the Book

Part I: Big Data Science

Part II: Big Data Infrastructures and Platforms

Part III: Big Data Security and Privacy

Part IV: Big Data Applications

Acknowledgments

Part I: Big Data Science

Chapter 1: Big Data Analytics = Machine Learning + Cloud Computing

Abstract

1.1 Introduction

1.2 A Historical Review of Big Data

1.3 Historical Interpretation of Big Data

1.4 Defining Big Data From 3Vs to 3²Vs

1.5 Big Data Analytics and Machine Learning

1.6 Big Data Analytics and Cloud Computing

1.7 Hadoop, HDFS, MapReduce, Spark, and Flink

1.8 ML + CC → BDA and Guidelines

1.9 Conclusion

Chapter 2: Real-Time Analytics

Abstract

2.1 Introduction ...