Sign In Start Free Trial
Account

Add to playlist

Create a Playlist

Modal Close icon
You need to login to use this feature.
  • Book Overview & Buying The Ultimate Docker Container Book
  • Table Of Contents Toc
The Ultimate Docker Container Book

The Ultimate Docker Container Book - Fourth Edition

By : Dr. Gabriel N. Schenker
5 (1)
close
close
The Ultimate Docker Container Book

The Ultimate Docker Container Book

5 (1)
By: Dr. Gabriel N. Schenker

Overview of this book

Containers have become the foundation of modern software platforms, transforming how applications are built, shipped, secured, and operated. However, as systems grow more distributed and regulated, using containers effectively requires more than basic commands; it requires architectural understanding, security awareness, and operational discipline. The Ultimate Docker Container Book, Fourth Edition, takes you from container fundamentals to running production-grade platforms. Starting from first principles, the book explains how containers reduce friction in the software supply chain and progressively introduces images, networking, state management, testing, and debugging. You will learn how to design and operate distributed applications, manage multi-service systems, and apply orchestration using Kubernetes. This fourth edition places a stronger emphasis on security, governance, and compliance, reflecting real-world enterprise requirements. It also explores AI and automation in DevOps, showing how modern teams can enhance delivery and operations responsibly. Whether you are a developer, DevOps engineer, platform engineer, or software architect, this book equips you with the skills and understanding needed to build secure, scalable, and future-ready container platforms.
Table of Contents (27 chapters)
close
close
Lock Free Chapter
1
Part 1: Introduction
4
Part 2: Containerization Fundamentals
11
Part 3: Orchestration Fundamentals
18
Part 4: Docker, Kubernetes, and the Cloud
26
Index

Practical implementation steps

We'll present two hands-on labs in this section. Let's start with predictive autoscaling.

Lab A: Building an AI-driven predictive autoscaler

In this lab, you will build a predictive autoscaler that uses machine learning to anticipate CPU load and proactively scale a Kubernetes application. Instead of reacting to spikes after they happen, which is what traditional threshold-based autoscalers do, your system will predict demand before it arrives and adjust capacity ahead of time.

The system follows an observelearnact loop:

Image 1

Figure 19.1: System architecture of lab A

  1. Predictor: A Flask REST API serving a pre-trained scikit-learn model. Given a time of day, it predicts CPU load and recommends a replica count.
  2. Autoscaler: A Kubernetes CronJob that runs every two minutes, queries the predictor, and scales the target deployment accordingly.
  3. Sample App: A simple nginx deployment that serves...
CONTINUE READING
83
Tech Concepts
36
Programming languages
73
Tech Tools
Icon Unlimited access to the largest independent learning library in tech of over 8,000 expert-authored tech books and videos.
Icon Innovative learning tools, including AI book assistants, code context explainers, and text-to-speech.
Icon 50+ new titles added per month and exclusive early access to books as they are being written.
The Ultimate Docker Container Book
notes
bookmark Notes and Bookmarks search Search in title playlist Add to playlist download Download options font-size Font size

Change the font size

margin-width Margin width

Change margin width

day-mode Day/Sepia/Night Modes

Change background colour

Close icon Search
Country selected

Close icon Your notes and bookmarks

Confirmation

Modal Close icon
claim successful

Buy this book with your credits?

Modal Close icon
Are you sure you want to buy this book with one of your credits?
Close
YES, BUY

Submit Your Feedback

Modal Close icon
Modal Close icon
Modal Close icon