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

Best practices for architectural and implementation considerations


Migrating to microservices is a strategy, and it needs step-by-step planning, as follows:

  • Separating classes in a monolithic app
  • Identifying classes that have CRUD-style interfaces with other business methods
  • Identifying isolated classes with no dependencies on other classes, apart from the code needed to interact with external services, such as Memcache, Cloud Datastore, or Task Queue
  • Identifying sections of code isolated from others with static code analysis tools
  • Refactor code to remove unwanted dependencies, as circular dependencies are the most difficult to address
  • As prerequisite to the move to microservices, refactor legacy codebase in production:
  • Identify common areas for microservices as follows:
    • Account and user information
    • Authorization and session management
    • Configuration or preferences settings
    • Notifications and communications services
    • Photos and media, especially metadata
  • The next steps for porting to microservices, post...