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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
Languages
Concepts
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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

Where to Go from Here

Congratulations on making it this far in your journey toward mastering big data on Kubernetes! By now, you’ve gained a solid understanding of the core concepts and technologies involved in running big data workloads on Kubernetes. However, as with any complex system, there’s always more to learn and explore.

In this chapter, we’ll guide you through the next steps in your development journey, covering some of the most important topics and technologies you should focus on as you move toward production-ready big data deployments on Kubernetes. We’ll discuss crucial aspects such as monitoring, service meshes, security, automated scalability, GitOps, and continuous integration/continuous deployment (CI/CD) for Kubernetes.

For each topic, we’ll provide you with an overview and introduce you to the relevant technologies and tools, giving you a solid foundation to build upon. This will enable you to dive deeper into the areas that...

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