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

Cloud architectures


The most common implementation models are presented next.

Public cloud

In a public cloud, the applications and services are hosted on a public cloud platform. The systems and services are easily accessible to the general public; for example, Amazon, Microsoft Azure, Google, Salesforce, and so on:

Benefits of the public cloud include the following:

  • Economical scale: The public cloud is cost-effective by sharing the same resources with a large number of consumers
  • Reliability: The public cloud maintains replicas at different locations; they serve for redundancy in case of failover, providing a high level of reliability
  • Elastic scalability: The public cloud can be flexibly scaled up or down, depending on demand from a pool of resources
  • Flexibility: Many options to choose among vendors, and also to integrate the public cloud with the private cloud and so on, are available
  • Pay per use: This feature enables that resources are accessible whenever a consumer needs them

Private cloud

In...