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400G to 800G Migration Playbook: A Four-Phase Approach for Production AI Fabrics

400G to 800G Migration Playbook — four-phase approach for AI data center fabric upgrades

The question facing most AI data center teams is not whether to move to 800G — it is how to get there without breaking what is already running. This playbook walks through a four-phase approach that starts with your spine layer, uses breakout configurations to maintain backward compatibility, and ends with a full 800G fabric ready for the eventual move to 1.6T.

1. Why Phased Migration Matters

The question facing most AI data center teams is not whether to move to 800G — it is how to get there without breaking what is already running. A 400G leaf-spine fabric carrying production GPU training jobs cannot tolerate a forklift upgrade. The migration has to happen in phases, each one validated before the next begins, with the fabric running mixed speeds throughout.

🔍 Phase 1 (Wks 1-4)

Audit and readiness assessment

🔗 Phase 2 (Wks 5-10)

Spine upgrade with 2x400G breakout

🔄 Phase 3 (Wks 11-20)

Leaf migration with native 800G

Phase 4 (Wks 20-24)

Full 800G fabric, 1.6T-ready

Vitex 24-week 400G to 800G migration timeline infographic showing four phases: Phase 1 Audit and Readiness (Wk 1–4), Phase 2 Spine Upgrade with 2x400G breakout (Wk 5–10), Phase 3 Leaf Migration to native 800G (Wk 11–19), and Phase 4 Full 800G Fabric with 1.6T readiness (Wk 20–24). Includes fabric speed mix progression from 100% 400G to mixed 400G/800G to 100% 800G native, with readiness checklists for fiber infrastructure, power and cooling, network and software, and procurement.

2. Phase 1: Audit and Readiness Assessment (Weeks 1–4)

Before ordering any 800G hardware, you need a clear picture of what you have and what needs to change. The audit covers switching platforms, fiber infrastructure, power and cooling capacity, and software readiness.

3. Switching Platform Inventory

Document every switch model, NOS version, ASIC generation, and port configuration. Identify which switches support 800G line rates and breakout modes. Broadcom Tomahawk 4-based switches are 400G-native and need replacement. Tomahawk 5 and later support 800G.

Needs Replacement

  • Broadcom Tomahawk 4 — 400G-native, no 800G support
  • Any switch without 800G line rate capability
  • Platforms without breakout mode support
  • End-of-support NOS versions incompatible with 800G config

800G-Ready

  • Broadcom Tomahawk 5 — 51.2 Tbps, native LPO SerDes
  • Broadcom Tomahawk 6 — 102.4 Tbps, full LPO support
  • NVIDIA Spectrum-4 — 51.2 Tbps, IHS and RHS OSFP
  • Arista 7800R, Cisco 8000 series with 800G line cards

4. Fiber Plant Verification

800G DR8 transceivers require single-mode fiber. If any inter-switch trunks are multimode (OM3/OM4), those paths need re-cabling. Run OTDR tests on every trunk to verify insertion loss, connector quality, and continuity. Test MPO polarity — MPO-16 connectors require Type-C polarity. A mismatch tolerable at 100G will cause failures at 800G.

Fiber Plant Verification Checklist
Polarity Warning: MPO polarity mismatches that are tolerable at 100G will cause hard link failures at 800G. Verify Type-C polarity on every MPO-16 connector before any hardware swap — this is the single most common cause of post-cutover failures in 800G migrations.

5. Power and Cooling Headroom

Each 800G transceiver draws 14–17W (DSP) or 7–8.5W (LPO). A 32-port switch fully loaded with DSP modules adds 544W in optics alone. Calculate the per-rack power delta between your current 400G modules (8–12W each) and the 800G replacements, then verify PDU and cooling capacity.

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Module Type Per-Module Power 32-Port Switch Total Delta vs 400G (10W avg)
400G DSP (current) 8–12W 320W (avg) Baseline
800G DSP 14–17W 544W +224W per switch
800G LPO 7–8.5W 272W +~48W per switch
800G LRO ~9W 288W +~64W per switch
LPO Advantage During Migration: LPO modules at 7–8.5W each add significantly less power load than DSP modules at 14–17W. On Tomahawk 5 or Spectrum-4 platforms, choosing LPO over DSP can keep the power delta within existing PDU headroom without infrastructure upgrades.

6. Phase 2: Spine Upgrade with Breakout (Weeks 5–10)

Replace spine switches one at a time with 800G-capable platforms, but do not touch leaf switches. Each new 800G spine port uses a 2x400G breakout cable to connect to two existing 400G leaf uplinks.

The procedure: drain traffic by adjusting routing weights, swap hardware, install 800G transceivers with MPO-16 to 2xMPO-12 breakout cables, bring up interfaces in 2x400G mode, validate ECMP hashing and routing convergence, then run production traffic for 48–72 hours before the next spine.

The result: where you previously had 32 spine ports to 32 leaf uplinks, you now have 32 spine ports to 64 leaf uplinks. Spine bandwidth doubles with zero changes to the leaf layer.

7. Why Spine-First Works

The spine layer is the natural starting point because spine switches handle only transit traffic — they do not connect directly to servers. A spine swap affects only uplink paths, protected by ECMP redundancy. Traffic redistributes across remaining spines automatically. No server-facing ports go down.

Spine-First Advantages

  • Spine switches carry only transit traffic — no direct server connections
  • ECMP redundancy redistributes traffic across remaining spines automatically
  • No server-facing ports go down during spine swap
  • 2x400G breakout maintains full backward compatibility with leaf layer
  • Each spine can be drained, swapped, and validated independently

Phase 2 Validation Steps

  • Drain traffic by adjusting routing weights before hardware swap
  • Install 800G transceivers with MPO-16 to 2xMPO-12 breakout cables
  • Bring up interfaces in 2x400G mode — verify all breakout links
  • Validate ECMP hashing and routing convergence
  • Run production traffic for 48–72 hours before next spine

8. Phase 3: Leaf Migration with Native 800G (Weeks 11–20)

With all spines running 800G, begin replacing leaf switches in pairs. Drain traffic, replace hardware, bring up native 800G uplinks, and validate. As each leaf upgrades, replace the breakout cable on the spine side with a native 800G MPO-16 trunk.

The fabric runs a mix of native 800G and 2x400G breakout links during this phase. This mixed-speed state is fully supported by modern NOS platforms and ECMP routing. Server-facing ports run at whatever speed servers support — NICs do not need to change yet.

Mixed-Speed State: The fabric running simultaneous native 800G and 2x400G breakout links during Phase 3 is a supported and expected operating state, not a degraded mode. Modern NOS platforms handle mixed-speed ECMP transparently. There is no requirement to complete all leaf upgrades before the fabric is production-stable.

9. Phase 4: Full 800G Fabric (Weeks 20–24)

All spine-to-leaf links run native 800G over MPO-16 trunks. Remove breakout cables, consolidate cabling, and update monitoring for 800G telemetry: per-lane FEC error rates, module temperature, transmit power, and receiver SNR.

Your fiber plant is now 1.6T-ready. The same single-mode fiber and MPO-16 connectors will carry 1.6T when next-generation ASICs arrive. No re-cabling required.

Phase 4 Completion Criteria

  • All spine-to-leaf links running native 800G over MPO-16 trunks
  • All breakout cables removed and replaced with MPO-16 trunks
  • Monitoring updated for 800G telemetry: per-lane FEC, module temp, TX power, RX SNR
  • Cabling plant documented and labeled for 800G topology

1.6T Readiness

  • Same OS2 single-mode fiber carries 1.6T without re-cabling
  • MPO-16 connectors are 1.6T-compatible — no connector changes needed
  • Only transceivers change when next-generation ASICs arrive
  • Fiber plant investment is fully protected through 1.6T generation

10. Common Migration Risks

Vitex 24-week 400G to 800G migration timeline: four phases from audit and readiness through full 800G native fabric, with fiber, power, network, and procurement checklists.

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Risk Impact Mitigation
MPO polarity mismatch Link failure after swap OTDR + visual fault locator on every trunk before cutover
Cooling headroom exceeded Thermal throttling Measure ambient at module height; budget 14–17W per port
NOS breakout config error Ports fail to come up Lab-validate NOS version and breakout CLI before production
Form factor mismatch Module will not insert Verify IHS vs RHS per platform; order samples first
ECMP rebalancing Temporary asymmetry Drain spine before swap; validate hash distribution post-swap

11. Full Migration Checklist

Phase 1 — Audit and Readiness (Weeks 1–4)
Phase 2 — Spine Upgrade with Breakout (Weeks 5–10)
Phase 3 — Leaf Migration with Native 800G (Weeks 11–20)
Phase 4 — Full 800G Fabric (Weeks 20–24)

12. Vitex Portfolio and Migration Support

Vitex provides 800G transceivers, breakout cables, and MPO-16 infrastructure for every phase of the migration. See our Interconnect Selection Guide for per-phase recommendations.

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Migration Phase Vitex Products Notes
Phase 1 — Audit OTDR test support, MPO polarity verification Pre-migration fiber validation services
Phase 2 — Spine upgrade 800G DR8 or 2xDR4 OSFP (IHS/RHS), MPO-16 to 2xMPO-12 breakout cables IHS for QM3400; RHS for CX-8; both for Spectrum-4
Phase 3 — Leaf migration 800G SR8 or DR4 OSFP, native MPO-16 trunk cables Replace breakout cables as each leaf upgrades
Phase 4 — Completion MPO-16 structured cabling, cassettes, labeling kits Final cabling consolidation and 1.6T-ready infrastructure
Contact Vitex for migration planning and phased procurement scheduling — 800G transceivers, breakout cables, and MPO-16 infrastructure for every phase. US-based engineering support. 4–7 week delivery. 23+ years serving data center operators, carriers, and enterprise networks.

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