A fast paced guide that will help you learn about Apache Hadoop 3
and its ecosystem Key Features Set up, configure and get started
with Hadoop to get useful insights from large data sets Work with
the different components of Hadoop such as MapReduce, HDFS and YARN
Learn about the new features introduced in Hadoop 3 Book
DescriptionApache 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. What you will
learn Store and analyze data at scale using HDFS, MapReduce and
YARN Install and configure Hadoop 3 in different modes Use Yarn
effectively to run different applications on Hadoop based platform
Understand and monitor how Hadoop cluster is managed Consume
streaming data using Storm, and then analyze it using Spark Explore
Apache Hadoop ecosystem components, such as Flume, Sqoop, HBase,
Hive, and Kafka Who this book is forAspiring Big Data professionals
who want to learn the essentials of Hadoop 3 will find this book to
be useful. Existing Hadoop users who want to get up to speed with
the new features introduced in Hadoop 3 will also benefit from this
book. Having knowledge of Java programming will be an added
advantage.
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