Network Design

How to Design a High-Density 400G Data Center Network

Comprehensive guide to designing 400G data center networks with spine-leaf architecture. Covers cabling infrastructure, transceivers, TOR switch selection, and power requirements.

SwitchInfra DocumentationSep 8, 2026

Introduction

Designing a 400G data center requires careful planning of network topology, cabling infrastructure, power consumption, and cooling. This guide walks through the key decisions for a high-density 400G deployment.

Spine-Leaf Architecture Overview

The spine-leaf topology is the standard for modern data centers:

                    Spine Layer
              [N8560-32CQ x 4-8]
                    |  |
     +--------------+  +--------------+
     |                               |
  Leaf-01                         Leaf-02
[S5860-48S6Q]                   [S5860-48S6Q]
     |                               |
  Servers                        Servers
(48 x 10G/25G)               (48 x 10G/25G)

Key Benefits

  • Predictable latency: Every server-to-server hop is 2 hops
  • Scalability: Add spines or leaves without redesign
  • High bandwidth: 400G spines provide massive oversubscription ratio
  • Failure isolation: Leaf failures don't propagate

Port Density Planning

400G Spine Switch

Switch400G Ports100G PortsTotal 400G Bandwidth
N8560-32CQ3232 (breakout)10.24 Tbps
N8550-48V6Q48-19.2 Tbps

Typical Oversubscription Ratios

RoleRecommended RatioExample
Compute (leaf-to-spine)3:1 to 4:148x25G server / 4x400G uplink
Storage (leaf-to-spine)1:1 or 2:18x100G storage / 4x400G uplink
AI/HPC1:18x200G InfiniBand / 4x400G uplink

Cabling Infrastructure

MPO-16 for 400G SR8

For 400G short-reach (up to 100m on OM4), MPO-16 connectors are standard:

# MPO-16 fiber pinout (8 TX + 8 RX)
# 400G-SR8 uses all 16 fibers
- 8 transmit lanes (parallel)
- 8 receive lanes (parallel)
- Total: 16-fiber MPO-16 connector

Hybrid Cabling (400G + 100G)

Use MPO-16 to 4x MPO-12 fanouts for 100G breakout at leaf switches:

From SpineFanoutTo Leaf Ports
400G MPO-164x MPO-12 fanout4x QSFP28 @ 100G
400G MPO-16Direct1x QSFP-DD @ 400G

Transceiver Selection

Spine-to-Spine (Inter-Spine)

DistanceTransceiverCableType
<500mQSFP-DD-400G-DR4SMF MPO-12Single-mode
<2kmQSFP-DD-400G-FR4SMF LCSingle-mode duplex
10km+QSFP-DD-400G-LR4SMF LCSingle-mode

Leaf-to-Spine

DistanceTransceiverCableType
<100mQSFP-DD-400G-SR8MMF MPO-16Multimode
<500mQSFP-DD-400G-DR4SMF MPO-12Single-mode

Power and Cooling

Power Consumption

ComponentPower (W)Heat (BTU/hr)
N8560-32CQ (32x400G)650W2,218
N8550-48V6Q (48x400G)900W3,071
QSFP-DD-400G-SR810W each34 each
S5860-48S6Q (leaf)180W614

Power Budget Example (48-server rack)

Leaf Switch (S5860-48S6Q):           180W
Server uplinks (48x 25G):
  - 16x SFP-25G-SR:                  32W
Transceivers (leaf-to-spine):
  - 4x QSFP-100G-SR4:                14W
-----------------------------------------
Total per rack switch:                ~226W

Spine Switch (N8560-32CQ, 32 ports):
  - 32x QSFP-DD-400G-SR8:            320W
  - Switch ASIC + fans:               330W
-----------------------------------------
Total per spine:                      ~650W

Cooling Requirements

  • Front-to-back airflow: Standard for most 400G switches
  • Cabinet depth: Minimum 1000mm for cable management
  • Temperature: 18-27C (64.4-80.6F) inlet recommended
  • Humidity: 40-60% RH non-condensing

Network Design Parameters

Latency Budget

Link TypeDistanceLatency (one-way)
Server to Leaf (10m)10m< 0.1 us
Leaf to Spine (50m)50m< 0.25 us
Total leaf-to-leaf60m< 0.5 us

MTU Configuration

  • Server ports: 9216 bytes (jumbo frames)
  • Spine-leaf uplinks: 9216 bytes
  • VXLAN encapsulated: Minimum 1550 bytes end-to-end

Implementation Checklist

  • Plan cable routes with minimum bend radius (20x diameter for OM4)
  • Pre-terminate MPO-16 trunks to match rack layout
  • Verify power capacity: 30A per rack minimum for 400G
  • Configure spine switch ports for desired speed (400G/100G breakout)
  • Enable hardware forwarding (hardware offload for VXLAN)
  • Test all links with OTDR before server deployment
  • Document MAC address tables and VLAN assignments
Tags:400Gdata centerspine-leafnetwork design