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From large training clusters to small edge inference servers, AI is becoming a larger percentage of data center workloads. This represents a shift to higher rack power densities. AI start-ups, enterprises, colocation providers, and internet giants must now consider the impact of these densities on the design and management of the data center physical infrastructure. This paper explains relevant attributes and trends of AI workloads, and describes the resulting data center challenges. Guidance to address these challenges is provided for each physical infrastructure category including power, cooling, racks, and software management.

Date: November 27 2023 | Type: White Paper
Languages: English | Version: V2
Document Number: SPD_WP110_EN
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WP110_V2_EN.pdf

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From large training clusters to small edge inference servers, AI is becoming a larger percentage of data center workloads. This represents a shift to ...

Date: November 27 2023
Type: White Paper
Languages: English
Version: V2

Files

File Name
WP110_V2_EN.pdf
Download

Related products