February 2026
Intermediate to advanced
384 pages
12h 48m
English
book
AI Data Center Network Design and Technologies
by Mahesh Subramaniam, Michal Styszynski, Himanshu Tambakuwala
Content preview from AI Data Center Network Design and Technologies
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5
Thermal and Power Efficiency Considerations
Thermal Footprints in AI Data Centers
Current estimates indicate that the power consumption of data centers is around 2% of global power consumption. This is huge, and data center power consumption will continue to grow. AI/ML data centers are designed for maximum computation, using cutting-edge devices, including servers, storage devices, and switches. The latest devices do more in less space, making it possible to build bigger clusters—but these devices also need more power and emit more heat in less space. Accounting for these factors is an important aspect of designing AI/ML clusters.
The power budget per rack in a data center is normally in the range 10 kW to 25 kW, with most data centers having ...
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