Search icon CANCEL
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Conferences
Free Learning
Arrow right icon
Big Data on Kubernetes
Big Data on Kubernetes

Big Data on Kubernetes : A practical guide to building efficient and scalable data solutions

Arrow left icon
Profile Icon Neylson Crepalde
Arrow right icon
$21.99 $31.99
eBook Jul 2024 296 pages 1st Edition
eBook
$21.99 $31.99
Paperback
$39.99
Subscription
Free Trial
Renews at $19.99p/m
Arrow left icon
Profile Icon Neylson Crepalde
Arrow right icon
$21.99 $31.99
eBook Jul 2024 296 pages 1st Edition
eBook
$21.99 $31.99
Paperback
$39.99
Subscription
Free Trial
Renews at $19.99p/m
eBook
$21.99 $31.99
Paperback
$39.99
Subscription
Free Trial
Renews at $19.99p/m

What do you get with eBook?

Product feature icon Instant access to your Digital eBook purchase
Product feature icon Download this book in EPUB and PDF formats
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want
Product feature icon AI Assistant (beta) to help accelerate your learning
Table of content icon View table of contents Preview book icon Preview Book

Big Data on Kubernetes

Part 1:Docker and Kubernetes

In this part, you will learn about the fundamentals of containerization and Kubernetes. You will start by understanding the basics of containers and how to build and run Docker images. This will provide you with a solid foundation for working with containerized applications. Next, you will dive into the Kubernetes architecture, exploring its components, features, and core concepts such as pods, deployments, and services. With this knowledge, you will be well equipped to navigate the Kubernetes ecosystem. Finally, you will get hands-on experience by deploying local and cloud-based Kubernetes clusters and then deploying applications you built earlier onto these clusters.

This part contains the following chapters:

Left arrow icon Right arrow icon
Download code icon Download Code

Key benefits

  • Leverage Kubernetes in a cloud environment to integrate seamlessly with a variety of tools
  • Explore best practices for optimizing the performance of big data pipelines
  • Build end-to-end data pipelines and discover real-world use cases using popular tools like Spark, Airflow, and Kafka
  • Purchase of the print or Kindle book includes a free PDF eBook

Description

In today's data-driven world, organizations across different sectors need scalable and efficient solutions for processing large volumes of data. Kubernetes offers an open-source and cost-effective platform for deploying and managing big data tools and workloads, ensuring optimal resource utilization and minimizing operational overhead. If you want to master the art of building and deploying big data solutions using Kubernetes, then this book is for you. Written by an experienced data specialist, Big Data on Kubernetes takes you through the entire process of developing scalable and resilient data pipelines, with a focus on practical implementation. Starting with the basics, you’ll progress toward learning how to install Docker and run your first containerized applications. You’ll then explore Kubernetes architecture and understand its core components. This knowledge will pave the way for exploring a variety of essential tools for big data processing such as Apache Spark and Apache Airflow. You’ll also learn how to install and configure these tools on Kubernetes clusters. Throughout the book, you’ll gain hands-on experience building a complete big data stack on Kubernetes. By the end of this Kubernetes book, you’ll be equipped with the skills and knowledge you need to tackle real-world big data challenges with confidence.

Who is this book for?

If you’re a data engineer, BI analyst, data team leader, data architect, or tech manager with a basic understanding of big data technologies, then this big data book is for you. Familiarity with the basics of Python programming, SQL queries, and YAML is required to understand the topics discussed in this book.

What you will learn

  • Install and use Docker to run containers and build concise images
  • Gain a deep understanding of Kubernetes architecture and its components
  • Deploy and manage Kubernetes clusters on different cloud platforms
  • Implement and manage data pipelines using Apache Spark and Apache Airflow
  • Deploy and configure Apache Kafka for real-time data ingestion and processing
  • Build and orchestrate a complete big data pipeline using open-source tools
  • Deploy Generative AI applications on a Kubernetes-based architecture

Product Details

Country selected
Publication date, Length, Edition, Language, ISBN-13
Publication date : Jul 19, 2024
Length: 296 pages
Edition : 1st
Language : English
ISBN-13 : 9781835468999
Category :
Languages :
Tools :

What do you get with eBook?

Product feature icon Instant access to your Digital eBook purchase
Product feature icon Download this book in EPUB and PDF formats
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want
Product feature icon AI Assistant (beta) to help accelerate your learning

Product Details

Publication date : Jul 19, 2024
Length: 296 pages
Edition : 1st
Language : English
ISBN-13 : 9781835468999
Category :
Languages :
Tools :

Packt Subscriptions

See our plans and pricing
Modal Close icon
$19.99 billed monthly
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Simple pricing, no contract
$199.99 billed annually
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Choose a DRM-free eBook or Video every month to keep
Feature tick icon PLUS own as many other DRM-free eBooks or Videos as you like for just $5 each
Feature tick icon Exclusive print discounts
$279.99 billed in 18 months
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Choose a DRM-free eBook or Video every month to keep
Feature tick icon PLUS own as many other DRM-free eBooks or Videos as you like for just $5 each
Feature tick icon Exclusive print discounts

Frequently bought together


Stars icon
Total $ 111.97 139.97 28.00 saved
Modern Python Cookbook
$40.99 $54.99
Atlassian DevOps Toolchain Cookbook
$30.99 $44.99
Big Data on Kubernetes
$39.99
Total $ 111.97 139.97 28.00 saved Stars icon

Table of Contents

17 Chapters
Part 1:Docker and Kubernetes Chevron down icon Chevron up icon
Chapter 1: Getting Started with Containers Chevron down icon Chevron up icon
Chapter 2: Kubernetes Architecture Chevron down icon Chevron up icon
Chapter 3: Getting Hands-On with Kubernetes Chevron down icon Chevron up icon
Part 2: Big Data Stack Chevron down icon Chevron up icon
Chapter 4: The Modern Data Stack Chevron down icon Chevron up icon
Chapter 5: Big Data Processing with Apache Spark Chevron down icon Chevron up icon
Chapter 6: Building Pipelines with Apache Airflow Chevron down icon Chevron up icon
Chapter 7: Apache Kafka for Real-Time Events and Data Ingestion Chevron down icon Chevron up icon
Part 3: Connecting It All Together Chevron down icon Chevron up icon
Chapter 8: Deploying the Big Data Stack on Kubernetes Chevron down icon Chevron up icon
Chapter 9: Data Consumption Layer Chevron down icon Chevron up icon
Chapter 10: Building a Big Data Pipeline on Kubernetes Chevron down icon Chevron up icon
Chapter 11: Generative AI on Kubernetes Chevron down icon Chevron up icon
Chapter 12: Where to Go from Here Chevron down icon Chevron up icon
Index Chevron down icon Chevron up icon
Other Books You May Enjoy Chevron down icon Chevron up icon
Get free access to Packt library with over 7500+ books and video courses for 7 days!
Start Free Trial

FAQs

How do I buy and download an eBook? Chevron down icon Chevron up icon

Where there is an eBook version of a title available, you can buy it from the book details for that title. Add either the standalone eBook or the eBook and print book bundle to your shopping cart. Your eBook will show in your cart as a product on its own. After completing checkout and payment in the normal way, you will receive your receipt on the screen containing a link to a personalised PDF download file. This link will remain active for 30 days. You can download backup copies of the file by logging in to your account at any time.

If you already have Adobe reader installed, then clicking on the link will download and open the PDF file directly. If you don't, then save the PDF file on your machine and download the Reader to view it.

Please Note: Packt eBooks are non-returnable and non-refundable.

Packt eBook and Licensing When you buy an eBook from Packt Publishing, completing your purchase means you accept the terms of our licence agreement. Please read the full text of the agreement. In it we have tried to balance the need for the ebook to be usable for you the reader with our needs to protect the rights of us as Publishers and of our authors. In summary, the agreement says:

  • You may make copies of your eBook for your own use onto any machine
  • You may not pass copies of the eBook on to anyone else
How can I make a purchase on your website? Chevron down icon Chevron up icon

If you want to purchase a video course, eBook or Bundle (Print+eBook) please follow below steps:

  1. Register on our website using your email address and the password.
  2. Search for the title by name or ISBN using the search option.
  3. Select the title you want to purchase.
  4. Choose the format you wish to purchase the title in; if you order the Print Book, you get a free eBook copy of the same title. 
  5. Proceed with the checkout process (payment to be made using Credit Card, Debit Cart, or PayPal)
Where can I access support around an eBook? Chevron down icon Chevron up icon
  • If you experience a problem with using or installing Adobe Reader, the contact Adobe directly.
  • To view the errata for the book, see www.packtpub.com/support and view the pages for the title you have.
  • To view your account details or to download a new copy of the book go to www.packtpub.com/account
  • To contact us directly if a problem is not resolved, use www.packtpub.com/contact-us
What eBook formats do Packt support? Chevron down icon Chevron up icon

Our eBooks are currently available in a variety of formats such as PDF and ePubs. In the future, this may well change with trends and development in technology, but please note that our PDFs are not Adobe eBook Reader format, which has greater restrictions on security.

You will need to use Adobe Reader v9 or later in order to read Packt's PDF eBooks.

What are the benefits of eBooks? Chevron down icon Chevron up icon
  • You can get the information you need immediately
  • You can easily take them with you on a laptop
  • You can download them an unlimited number of times
  • You can print them out
  • They are copy-paste enabled
  • They are searchable
  • There is no password protection
  • They are lower price than print
  • They save resources and space
What is an eBook? Chevron down icon Chevron up icon

Packt eBooks are a complete electronic version of the print edition, available in PDF and ePub formats. Every piece of content down to the page numbering is the same. Because we save the costs of printing and shipping the book to you, we are able to offer eBooks at a lower cost than print editions.

When you have purchased an eBook, simply login to your account and click on the link in Your Download Area. We recommend you saving the file to your hard drive before opening it.

For optimal viewing of our eBooks, we recommend you download and install the free Adobe Reader version 9.