NCP-AII Exam Dumps | An infrastructure architect is selecting a network technology for a dedicated AI training cluster requiring

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Question 12/86

An infrastructure architect is selecting a network technology for a dedicated AI training cluster requiring extremely low latency, adaptive routing, congestion control, and efficient collective communications across thousands of GPUs. Which networking solution is generally the preferred choice for this environment?

A. Standard Layer 2 Ethernet without RDMA

B. InfiniBand

C. Fibre Channel SAN

D. Wi-Fi 7

Correct Answer: B

InfiniBand is specifically designed for high-performance computing and AI clusters. It provides RDMA, adaptive routing, congestion management, hardware offloads, and very low latency, making it well suited for large-scale distributed AI training. Standard Ethernet lacks these capabilities unless enhanced with RoCE, while Fibre Channel and Wi-Fi are unsuitable for distributed GPU communication.

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