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NCA-AIIO - AI Infrastructure - Section 2.9

Identify high-speed data centre network options and their use cases.

Identify high-speed interconnect options for AI data centres, including NVIDIA Quantum InfiniBand, Spectrum-X Ethernet, and NVLink Switch, and the bandwidth tiers each provides. Choose the appropriate fabric for a given scenario, distinguishing between in-server GPU interconnects and scale-out cluster fabrics.

More in this domain

Identify hardware requirements for specific AI training task use cases.Section 2.1
Scale a GPU infrastructure for different use cases.Section 2.2
Identify key concepts and high-level specifications for power and cooling.Section 2.3
Articulate the advantages, challenges, and considerations of on-premise versus cloud infrastructure.Section 2.4
Identify key components and considerations of accelerated infrastructure clusters.Section 2.5
Identify facility requirements for accelerated infrastructure.Section 2.6
Determine networking requirements for AI workloads.Section 2.7
Identify and describe data centre networking protocols and key concepts.Section 2.8
Explain the purpose and benefits of a DPU in a data centre.Section 2.10

Back to all AI Infrastructure objectives, or the NCA-AIIO cert hub.

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