Core concept
Each rail = separate switch fabric. Aggregate BW = N × per-rail. Common at hyperscalers.
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How it works
N × switch cost. Cabling complex. Failure of rail impacts N/8 traffic.
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Trade-offs + gotchas
Large AI clusters. 8-GPU nodes with 8 NICs typical (H100 config).