The Building Blocks of Hadoop - HDFS, MapReduce, and YARN
Offered By: Pluralsight
Course Description
Overview
This course gives you a fundamental understanding of the building blocks of Hadoop: HDFS for storage, MapReduce for processing, and YARN for cluster management.
You know how to write Java code and you know what processing you want to perform on your huge dataset. But, can you use the Hadoop distributed framework effectively to get your work done? This course, The Building Blocks of Hadoop HDFS, MapReduce, and YARN, gives you a fundamental understanding of the building blocks of Hadoop: HDFS for storage, MapReduce for processing, and YARN for cluster management, to help you bridge the gap between programming and big data analysis. First, you'll get a complete architecture overview for Hadoop. Next, you'll learn how to set up a pseudo-distributed Hadoop environment and submit and monitor tasks on that environment. And finally, you'll understand the configuration choices you can make for stability, reliability optimized task scheduling on your distributed system. By the end of this course you'll have gained a strong understanding of the building blocks needed in order for you to use Hadoop effectively.
You know how to write Java code and you know what processing you want to perform on your huge dataset. But, can you use the Hadoop distributed framework effectively to get your work done? This course, The Building Blocks of Hadoop HDFS, MapReduce, and YARN, gives you a fundamental understanding of the building blocks of Hadoop: HDFS for storage, MapReduce for processing, and YARN for cluster management, to help you bridge the gap between programming and big data analysis. First, you'll get a complete architecture overview for Hadoop. Next, you'll learn how to set up a pseudo-distributed Hadoop environment and submit and monitor tasks on that environment. And finally, you'll understand the configuration choices you can make for stability, reliability optimized task scheduling on your distributed system. By the end of this course you'll have gained a strong understanding of the building blocks needed in order for you to use Hadoop effectively.
Syllabus
- Course Overview 1min
- Introducing Hadoop 20mins
- Installing Hadoop 33mins
- Storing Data with HDFS 34mins
- Processing Data with MapReduce 26mins
- Scheduling and Managing Tasks with YARN 22mins
Taught by
Janani Ravi
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