Szczegóły ebooka

Apache Hadoop 3 Quick Start Guide. Learn about big data processing and analytics

Apache Hadoop 3 Quick Start Guide. Learn about big data processing and analytics

Hrishikesh Vijay Karambelkar

Ebook
Apache Hadoop is a widely used distributed data platform. It enables large datasets to be efficiently processed instead of using one large computer to store and process the data. This book will get you started with the Hadoop ecosystem, and introduce you to the main technical topics, including MapReduce, YARN, and HDFS.

The book begins with an overview of big data and Apache Hadoop. Then, you will set up a pseudo Hadoop development environment and a multi-node enterprise Hadoop cluster. You will see how the parallel programming paradigm, such as MapReduce, can solve many complex data processing problems.

The book also covers the important aspects of the big data software development lifecycle, including quality assurance and control, performance, administration, and monitoring.

You will then learn about the Hadoop ecosystem, and tools such as Kafka, Sqoop, Flume, Pig, Hive, and HBase. Finally, you will look at advanced topics, including real time streaming using Apache Storm, and data analytics using Apache Spark.

By the end of the book, you will be well versed with different configurations of the Hadoop 3 cluster.
  • 1. Hadoop 3.0 - Background and Introduction
  • 2. Planning and Setting Up Hadoop Clusters
  • 3. Deep Dive into the Hadoop Distributed File System
  • 4. Developing MapReduce Applications
  • 5. Building Rich YARN Applications
  • 6. Monitoring and Administration of a Hadoop Cluster
  • 7. Demystifying Hadoop Ecosystem Components
  • 8. Advanced Topics in Apache Hadoop
  • Tytuł: Apache Hadoop 3 Quick Start Guide. Learn about big data processing and analytics
  • Autor: Hrishikesh Vijay Karambelkar
  • Tytuł oryginału: Apache Hadoop 3 Quick Start Guide. Learn about big data processing and analytics
  • ISBN: 9781788994347, 9781788994347
  • Data wydania: 2018-10-31
  • Format: Ebook
  • Identyfikator pozycji: e_15c7
  • Wydawca: Packt Publishing