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Big Data Analytics with Hadoop 3

You're reading from   Big Data Analytics with Hadoop 3 Build highly effective analytics solutions to gain valuable insight into your big data

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Product type Paperback
Published in May 2018
Publisher Packt
ISBN-13 9781788628846
Length 482 pages
Edition 1st Edition
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Author (1):
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Sridhar Alla Sridhar Alla
Author Profile Icon Sridhar Alla
Sridhar Alla
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Table of Contents (13) Chapters Close

Preface 1. Introduction to Hadoop FREE CHAPTER 2. Overview of Big Data Analytics 3. Big Data Processing with MapReduce 4. Scientific Computing and Big Data Analysis with Python and Hadoop 5. Statistical Big Data Computing with R and Hadoop 6. Batch Analytics with Apache Spark 7. Real-Time Analytics with Apache Spark 8. Batch Analytics with Apache Flink 9. Stream Processing with Apache Flink 10. Visualizing Big Data 11. Introduction to Cloud Computing 12. Using Amazon Web Services

Roles and boundaries


Organizations and humans can assume different types of predefined roles depending on how they relate to and/or interact with a Cloud and its hosted IT resources. Each of the upcoming roles participates in and carries out responsibilities in relation to Cloud-based activity. The following sections define these roles and identify their main interactions.

Cloud provider

The organization that provides Cloud-based IT resources is the Cloud provider. When assuming the role of Cloud provider, an organization is responsible for making Cloud services available to Cloud consumers as per the agreed SLA terms. The Cloud provider is further tasked with any required management and administrative duties to ensure smooth ongoing operation of the overall Cloud infrastructure.

Cloud providers normally own IT resources that are made available for lease by Cloud consumers; however, some Cloud providers also resell IT resources leased from other Cloud providers.

Cloud consumer

A Cloud consumer...

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