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

Container orchestration


Container orchestration is the process of automatically deploying multiple containers in an optimized manner to implement an application. This is quite important with a growing number of containers and hosts day by day. Orchestration means the automation of the process, and includes a number of features:

  • Hosts provisioning
  • Set of containers instantiation
  • Failed containers rescheduling
  • Containers linking together with interfaces
  • Exposing services outside of the cluster to machines
  • Scaling by adding or removing containers, out or down the cluster

Orchestration tools

A few popular orchestration tools are listed here:

  • Mesos
  • Kubernetics
  • CorCos Tectonic
  • Docker Swarm

The popularity of repositories as per their usage is shown in following image:

The three key differentiators among the orchestration tools to select for organization are:

  • Level of abstraction: Support for containers or services that are container-based
  • Tooling: Orchestration management and integration with other services
  • Architecture...