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 security


Security is major focus and concerning area while referring to cloud computing. There are multiple means of handling it as per the type of cloud, be it public, private, communal, or hybrid. It begins with effective planning to analyze several attributes on the sensitivity to risk in the context of the various models--IaaS, PaaS, and SaaS. With each of these models, the responsibilities of the client versus the cloud provider for security at different levels of the service need to be thoroughly understood.

Some pointers to gather relevant inputs in this light are the following:

  • How the application or resource is deployed on the cloud
  • Data encrypted form for storage in the cloud
  • Proxy and brokerage services should be employed
  • The need to restrict direct access to the shared data
  • The cloud provider's system and tools for data transfer into and out of the cloud

Each cloud deployment model, depending on the service models and cloud types, brings in its own risks. The responsibilities...