Book Image

Hands-on DevOps

By : Sricharan Vadapalli
Book Image

Hands-on DevOps

By: Sricharan Vadapalli

Overview of this book

<p>DevOps strategies have really become an important factor for big data environments.</p> <p>This book initially provides an introduction to big data, DevOps, and Cloud computing along with the need for DevOps strategies in big data environments. We move on to explore the adoption of DevOps frameworks and business scenarios. We then build a big data cluster, deploy it on the cloud, and explore DevOps activities such as CI/CD and containerization. Next, we cover big data concepts such as ETL for data sources, Hadoop clusters, and their applications. Towards the end of the book, we explore ERP applications useful for migrating to DevOps frameworks and examine a few case studies for migrating big data and prediction models.</p> <p>By the end of this book, you will have mastered implementing DevOps tools and strategies for your big data clusters.</p>
Table of Contents (22 chapters)
Title Page
Credits
About the Author
About the Reviewers
www.PacktPub.com
Customer Feedback
Preface
11
DevOps Adoption by ERP Systems
12
DevOps Periodic Table
13
Business Intelligence Trends
14
Testing Types and Levels
15
Java Platform SE 8

Chapter 5. Cloud Computing

Cloud technologies are integral to the building of big data, data sciences, and Internet of Things-based systems to accommodate huge data volumes, as they bring agility and scalability. DevOps is more prominent for cloud, to reproduce environments as replicas with configurations to be executed as code on par with software projects. In this chapter, we will discuss cloud computing terminology, architecture models, building blocks for service offerings such as platforms, infrastructures, and so on. We will also discuss the popular market vendors, and so on.

In this chapter, we will cover the following topics:

  • Cloud computing concepts
  • Architecture models:
    • Public
    • Private
    • Hybrid
    • Community
  • Service offerings:
    • PaaS
    • IaaS
    • SaaS
    • IDaaS
    • NaaS
  • Market vendors:
    • Amazon
    • Azure
    • SalesForce
  • Cloud computing security
  • Cloud backup solution