Designing AI Data Centers
eBook - ePub

Designing AI Data Centers

Exploring AI factories through advanced computing, infrastructure design, sustainability, and autonomous systems (English Edition)

  1. 325 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Designing AI Data Centers

Exploring AI factories through advanced computing, infrastructure design, sustainability, and autonomous systems (English Edition)

About this book

Description
This book argues that AI is not simply software running on infrastructure; it is reshaping the infrastructure itself. As compute scales from megawatts to gigawatts, data centers evolve into AI factories, where energy, data, and silicon are fused into systems that continuously produce intelligence.

The book presents AI factories as the industrial backbone of the intelligence age, built on the foundational pillars of compute, network, power, sustainability, security, and governance. It moves from the foundations of AI factories, exascale computing, compute sovereignty, and efficient compute systems into multi-layered architectures, secure training systems, AI networking, power systems, autonomous grid systems, advanced cooling technologies, circular data centres, net-zero operations, modular construction, and water-neutral operations. Each chapter builds toward understanding how AI infrastructure is designed, operated, and governed as a living system.

By the end of this book, readers will gain a deeper understanding of the technical, operational, and strategic principles required to design and manage AI data centres. The book prepares leaders, architects, and innovators to navigate the future of intelligent infrastructure, where AI factories become essential systems for building, operating, and governing intelligence at scale, and where intelligence is manufactured, energy is cognition, and infrastructure itself begins to think.

What you will learn
? Understanding how AI factories transform data centers into intelligence production systems.
? Learn AI factory foundations, exascale computing, and intelligent infrastructure design.
? Explore efficient compute architectures, hybrid systems, and sustainable AI acceleration.
? Learn power systems, autonomous grids, and energy orchestration strategies.
? Understand how energy, water, and carbon shape AI infrastructure decisions.
? Learn practical strategies to design, scale, and operate AI infrastructure at scale.

Who this book is for
This book is intentionally written for both technical and business audiences because AI infrastructure is no longer just an engineering problem; it is a strategic and operational one. It is designed for architects, engineers, AI professionals, executives, infrastructure leaders, and sustainability experts shaping adaptive infrastructure. At its core, the book is for anyone responsible for making decisions where infrastructure, intelligence, and strategy intersect.

Table of Contents
1. Foundations of the AI Factory
2. Designing Efficient Computing for Intelligent Systems
3. Designing Sustainable AI Systems
4. Architecting Multi-Layer AI Systems
5. Secure Architecture for Scalable Training
6. Networking Foundations for AI Data Centers
7. AI-Optimized Power Systems
8. Autonomous Grids for AI Data Centers
9. Advanced Cooling Systems for Exascale
10. Circular Data Centers for AI Operations
11. Data-Driven Management for Net-Zero Operations
12. Computational Methods for Modular Construction
13. Designing Water-Neutral AI Operations
14. Implementation and Phased Transition
15. Autonomous Infrastructure and Ethical Governance

Information

Table of contents

  1. Cover
  2. Title Page
  3. Copyright Page
  4. Dedication Page
  5. About the Author
  6. Acknowledgement
  7. Preface
  8. Table of Contents
  9. 1. Foundations of the AI Factory
  10. 2. Designing Efficient Computing for Intelligent Systems
  11. 3. Designing Sustainable AI Systems
  12. 4. Architecting Multi-layer AI Systems
  13. 5. Secure Architecture for Scalable Training
  14. 6. Networking Foundation for AI Data Centers
  15. 7. AI-optimized Power Systems
  16. 8. Autonomous Grids for AI Data Centers
  17. 9. Advanced Cooling Systems for Exascale
  18. 10. Circular Data Centers for AI Operations
  19. 11. Data-driven Management for Net-zero Operations
  20. 12. Computational Methods for Modular Construction
  21. 13. Designing Water-neutral Operations with AI
  22. 14. Implementation and Phased Transition
  23. 15. Autonomous Infrastructure and Ethical Governance
  24. Index

Trusted by 375,005 students

Access to over 1.5 million titles for a fair monthly price.

Study more efficiently using our study tools.

Frequently asked questions

Yes, you can cancel anytime from the Subscription tab in your account settings on the Perlego website. Your subscription will stay active until the end of your current billing period. Learn how to cancel your subscription
No, books cannot be downloaded as external files, such as PDFs, for use outside of Perlego. However, you can download books within the Perlego app for offline reading on mobile or tablet. Learn how to download books offline
Perlego offers two plans: Essential and Complete
  • Essential is ideal for learners and professionals who enjoy exploring a wide range of subjects. Access the Essential Library with 800,000+ trusted titles and best-sellers across business, personal growth, and the humanities. Includes unlimited reading time and Standard Read Aloud voice.
  • Complete: Perfect for advanced learners and researchers needing full, unrestricted access. Unlock 1.5M+ books across hundreds of subjects, including academic and specialized titles. The Complete Plan also includes advanced features like Premium Read Aloud and Research Assistant.
Both plans are available with monthly, semester, or annual billing cycles.
We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1.5 million books across 990+ topics, we’ve got you covered! Learn about our mission
Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more about Read Aloud
Yes! You can use the Perlego app on both iOS and Android devices to read anytime, anywhere — even offline. Perfect for commutes or when you’re on the go.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app
Yes, you can access Designing AI Data Centers by Scott Andersen in PDF and/or ePUB format, as well as other popular books in Computer Science & Artificial Intelligence (AI) & Semantics. We have over 1.5 million books available in our catalogue for you to explore.