AI Data Center Network Design and Technologies
AI Data Center Network Design and Technologies - Michal Styszynski Novinka

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Druhá půlka Augusty Hopeové

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Artificial intelligence is redefining the scale, architecture, and performance expectations of modern data centers. Training large ML models demand infrastructure capable of moving massive data sets through highly parallel, compute-intensive environments—where traditional data center designs simply can’t keep up. AI Data Center Network… Přejít na celý popis

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Popis

Artificial intelligence is redefining the scale, architecture, and performance expectations of modern data centers. Training large ML models demand infrastructure capable of moving massive data sets through highly parallel, compute-intensive environments—where traditional data center designs simply can’t keep up. AI Data Center Network Design and Technologies is the first comprehensive, vendor-agnostic guide to the design principles, architectures, and technologies that power AI training and inference clusters. Written by leading experts in AI Data center design, this book helps engineers, architects, and technology leaders understand how to design and scale networks purpose-built for the AI era. INSIDE, YOU’LL LEARN HOW TO Architect scalable, high-radix network fabrics to support xPU (GPE, TPU)-based AI clustersIntegrate lossless Ethernet/IP fabrics for high-throughput, low-latency data movementAlign network design with AI/ML workload characteristics and server architecturesAddress challenges in cooling, power, and interconnect design for AI-scale computingEvaluate emerging technologies from the Ultra Ethernet Consortium (UEC) and their affect on future AI data centersApply best practices for deployment, validation, and performance measurement in AI/ML environments With broad coverage of both foundational concepts and emerging innovations, this book bridges the gap between network engineering and AI infrastructure design. It empowers readers to understand not only how AI data centers work—but why they must evolve.

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Nakladatel
Pearson Education (US)
Rozměr
189 x 230 x 23
jazyk
angličtina
Vazba
měkká vazba
Hmotnost
660 g
isbn
978-0-13-543628-8
Počet stran
384
datum vydání
4.04.2026
ean
9780135436288

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