Cloud Computing with Hadoop

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Cloud Computing with Hadoop

Duration: 3 Days

Audience

Prerequisites

This course is designed for professionals who have experience with programming in Java.

Architects
Designers
Consultants
Developers
Technical Managersn

Fluency in Java

Java

Description

Hadoop is an open-source Cloud computing environment that implements the Google^tm MapReduce framework in Java. Hadoop is created and maintained by the Apache project. MapReduce makes it very easy to process and generate large data sets on the cloud. Using MapReduce, you can divide the work to be performed in to smaller chunks, where multiple chunks can be processed concurrently. You can then combine the results to obtain the final result. MapReduce enables one to exploit the massive parallelism provided by the cloud and provides a simple interface to a very complex and distributed computing infrastructure. If you can model your problem as a MapReduce problem, then you can take advantage of the Cloud computing environment provided by Hadoop.

Hadoop enables the development of reliable, scalable, efficient, economical and distributed computing using very simple Java interfaces - massive parallel code without the pain!. Hadoop includes a distributed file system, HDFS and a system for provisioning virtual Hadoop clusters over a large physical cluster called Hadoop On Demand (HOD).

We will systematically go through the installation of the Hadoop development tools in Eclipse and the API's used when building Hadoop applications. We will also set up a cluster of nodes to execute Hadoop applications. This course uses the latest stable Hadoop implementation.

The course is filled with many useful, real-world examples of applications that are best implemented using the Hadoop framework and is taught by instructors who have more than 20 years of experience in distributed and parallel software development. This course also covers best practices for architecting and designing Hadoop applications.

Objectives

This course teach the students how to design, test and deploy Java applications on the cloud using the Hadoop Framework. Upon completion of this course, the students should be able to: