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IBM Cloud Pak for Data

You're reading from   IBM Cloud Pak for Data An enterprise platform to operationalize data, analytics, and AI

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Product type Paperback
Published in Nov 2021
Publisher Packt
ISBN-13 9781800562127
Length 336 pages
Edition 1st Edition
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Authors (3):
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Hemanth Manda Hemanth Manda
Author Profile Icon Hemanth Manda
Hemanth Manda
Sriram Srinivasan Sriram Srinivasan
Author Profile Icon Sriram Srinivasan
Sriram Srinivasan
Deepak Rangarao Deepak Rangarao
Author Profile Icon Deepak Rangarao
Deepak Rangarao
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Toc

Table of Contents (17) Chapters Close

Preface 1. Section 1: The Basics
2. Chapter 1: The AI Ladder – IBM's Prescriptive Approach FREE CHAPTER 3. Chapter 2: Cloud Pak for Data: A Brief Introduction 4. Section 2: Product Capabilities
5. Chapter 3: Collect – Making Data Simple and Accessible 6. Chapter 4: Organize – Creating a Trusted Analytics Foundation 7. Chapter 5: Analyzing: Building, Deploying, and Scaling Models with Trust and Transparency 8. Chapter 6: Multi-Cloud Strategy and Cloud Satellite 9. Chapter 7: IBM and Partner Extension Services 10. Chapter 8: Customer Use Cases 11. Section 3: Technical Details
12. Chapter 9: Technical Overview, Management, and Administration 13. Chapter 10: Security and Compliance 14. Chapter 11: Storage 15. Chapter 12: Multi-Tenancy 16. Other Books You May Enjoy

Understanding the concept of persistent volumes

We will start by providing a quick introduction to the foundational storage concepts in Kubernetes and how Cloud Pak for Data leverages storage. Typical containers are stateless, which means that any files they create or any changes they make will be ephemeral; upon restarting the container, these changes would not be restored. Also, in-container files would be created in a temporary location on the host, which can cause contention with other, similar consumers of that location. In Kubernetes, the concept of volumes [1] enables the persistence of directory files that are needed for stateful containers. Such volumes are mounted in a Kubernetes Pod and, depending on the access mode associated with that volume, the same directory contents can be shared with other Pods running concurrently within that Kubernetes namespace.

In this section, you will learn what it means to provision entities known as persistent volumes, which provide storage...

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