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Big Data on Kubernetes

You're reading from   Big Data on Kubernetes A practical guide to building efficient and scalable data solutions

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Product type Paperback
Published in Jul 2024
Publisher Packt
ISBN-13 9781835462140
Length 296 pages
Edition 1st Edition
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Author (1):
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Neylson Crepalde Neylson Crepalde
Author Profile Icon Neylson Crepalde
Neylson Crepalde
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Table of Contents (18) Chapters Close

Preface 1. Part 1:Docker and Kubernetes FREE CHAPTER
2. Chapter 1: Getting Started with Containers 3. Chapter 2: Kubernetes Architecture 4. Chapter 3: Getting Hands-On with Kubernetes 5. Part 2: Big Data Stack
6. Chapter 4: The Modern Data Stack 7. Chapter 5: Big Data Processing with Apache Spark 8. Chapter 6: Building Pipelines with Apache Airflow 9. Chapter 7: Apache Kafka for Real-Time Events and Data Ingestion 10. Part 3: Connecting It All Together
11. Chapter 8: Deploying the Big Data Stack on Kubernetes 12. Chapter 9: Data Consumption Layer 13. Chapter 10: Building a Big Data Pipeline on Kubernetes 14. Chapter 11: Generative AI on Kubernetes 15. Chapter 12: Where to Go from Here 16. Index 17. Other Books You May Enjoy

Deploying a Google Cloud GKE cluster

To deploy a Kubernetes cluster on Google Cloud, we need to set up a Google Cloud account and install the gcloud command-line interface (CLI). To do that, go to https://cloud.google.com/ and click on Start free to create a new account. Follow the instructions and, when your new account is created, navigate to the console at https://console.cloud.google.com/. This is where you can manage all your Google Cloud resources.

Before we can deploy a GKE cluster, we need to enable the necessary APIs. Click on the navigation menu icon in the top left and go to APIs & Services. Search for Kubernetes Engine API and click on it. Make sure it is enabled. It is also a good practice to enable Cloud Resource Manager API and Cloud Billing API. This will allow us to create and manage the cluster resources. Next, we need to install and initialize the gcloud CLI. This will allow us to manage Google Cloud resources from the command line.

The gcloud CLI can be...

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