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AI for Linux on IBM Z and LinuxONE Applications and Examples

An IBM Redpaper publication

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Published on 31 July 2025

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ISBN-10: 0738462217
ISBN-13: 9780738462219
IBM Form #: REDP-5756-00


Authors: Lydia Parziale, Jasmeet Bhatia, Shrirang Kulkarni, Anna Shugol, Abraham Varghese, Markus Wolff and Kelly Yang

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Abstract

You can accelerate your enterprise without compromising on security or flexibility. Use artificial intelligence (AI) for Linux on IBM Z® and LinuxONE to jump start your AI projects on a robust platform for developing and deploying AI applications.

This IBM Redbooks® publication is a practical guide with real examples and use cases to help you use the efficiency and security of Linux on IBM Z and LinuxONE to accelerate your AI journey. It also helps you understand the entry points and steps that are involved in deploying an AI application.

This IBM Redbooks publication shows you how AI can solve complex problems and drive innovation on some of the most powerful hardware available and includes the following topics:

  • Chapter 1, “Introducing the convergence of artificial intelligence and enterprise Linux systems” on page 1

  • Chapter 2, “Optimizing model serving solutions” on page 9

  • Chapter 3, “Building enterprise-ready artificial intelligence applications at scale” on page 23

  • Chapter 4, “Bringing it all together with the use cases” on page 37

Whether you are a developer, a business owner, or simply curious about the future, this

IBM Redbooks publication helps you understand how implementing AI in your enterprise can solve complex problems and drive innovation on powerful hardware.

Throughout this publication, Linux on IBM Z and LinuxONE are referred to as Linux because they both run on the s390x architecture.

Table of Contents

Chapter 1. Introducing the convergence of artificial intelligence and enterprise Linux systems

Chapter 2. Optimizing model serving solutions

Chapter 3. Building enterprise-ready artificial intelligence applications at scale

Chapter 4. Bringing it all together with the use cases