Designing AI Data Centers: Exploring AI factories through advanced computing, infrastructure design, sustainability, and autonomous systems (English E
暫譯: AI 資料中心設計:透過先進運算、基礎架構設計、永續性與自主系統探索 AI 工廠

Andersen, Scott

商品描述

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.

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.

商品描述(中文翻譯)

本書主張,AI 並不只是執行於基礎架構上的軟體;它正在重新塑造基礎架構本身。隨著運算規模從兆瓦級提升至吉瓦級,資料中心逐漸演變為 AI 工廠。在這些工廠中,能源、資料與矽晶片融合成能夠持續產出智慧的系統。

本書將 AI 工廠定位為智慧時代的工業骨幹,並以運算、網路、電力、永續性、安全性與治理這六大基礎支柱為核心。內容從 AI 工廠的基礎、百億億次級(exascale)運算、運算主權與高效率運算系統出發,延伸至多層架構、安全的訓練系統、AI 網路、電力系統、自主電網系統、先進冷卻技術、循環型資料中心、淨零營運、模組化建造,以及水資源中和營運。每一章都逐步引導讀者理解:AI 基礎架構應如何以一個持續運作的生命系統來進行設計、營運與治理。

讀完本書後,讀者將更深入理解設計與管理 AI 資料中心所需的技術、營運與策略原則。

你將學到什麼

● 了解 AI 工廠如何將資料中心轉型為智慧生產系統。
● 學習 AI 工廠基礎、百億億次級(exascale)運算,以及智慧基礎架構設計。
● 探索高效率運算架構、混合式系統,以及永續的 AI 加速技術。
● 學習電力系統、自主電網,以及能源調度策略。
● 了解能源、水資源與碳排放如何影響 AI 基礎架構決策。
● 學習以實務為導向的策略,設計、擴展並大規模營運 AI 基礎架構。

本書適合哪些讀者

本書特別同時針對技術與商業讀者撰寫,因為 AI 基礎架構已不再只是工程問題,更是策略與營運問題。本書適合負責塑造適應性基礎架構的架構師、工程師、AI 專業人員、企業主管、基礎架構領導者與永續發展專家。從核心來看,本書適合所有需要在基礎架構、智慧與策略交會處做出決策的人員。