VR2R-0458

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① SA Source

Context Before

Source: CoolIT

Procurement and Cooling Vendor Implications

Evidence

The primary vendor implication of the updated cooling architecture and doubled power density relates to CDUs and the rack-to-CDU ratio. Today, a CDU can support around 10 GB200 racks. With a rack generating about 2x the heat, that ratio would need to decline unless CDU capacity increases, implying either more CDUs or higher-capacity CDUs. We believe most major operators expect to maintain a ratio of around 10 racks per CDU. As rack power density rises, this points to larger CDUs. Today, in-row CDUs offer cooling capacities up to roughly 2 MW, but we expect future facility CDUs to reach 3-6 MW. Delta currently leads in the CDU specialist segment, alongside Schneider Electric, Vertiv, and nVent. Foxconn and Quanta dominate the system integrator category.

Context After

image

Source: CoolIT

② Atomic Claim

Updated cooling architecture 與約翻倍的 power density,對 vendors 的主要影響落在 CDU 與 rack-to-CDU ratio。

  • Epistemic Mode: ASSERTED
  • Mapping Status: COMPLETE

③ Semantic Frame

{
  "frame_type": "NARY_RELATION",
  "participants": [
    {
      "node": {
        "id": "04_knowledge_base/Power Density",
        "label": "power density"
      },
      "role": "driver"
    },
    {
      "node": {
        "id": "04_knowledge_base/Coolant Distribution Unit (CDU)",
        "label": "CDU"
      },
      "role": "cooling_unit"
    }
  ],
  "qualifiers": {
    "condition_text": "vendor implication of updated cooling architecture",
    "numeric_mentions": [
      "2x"
    ],
    "temporal_mentions": []
  },
  "relation_type": "POWER_DENSITY_DRIVES_CDU_RATIO_IMPLICATION"
}

④ Canonical Entity Mapping

RoleSurface LabelCanonical Target
driverpower density04_knowledge_base/Power Density
cooling_unitCDU04_knowledge_base/Coolant Distribution Unit (CDU)

⑤ V2 Draft(需要修正時直接編輯)

Inline repair

只編輯以下三個 Draft 區塊。完成後將 review_action 設為 REQUEST_REPAIR,再手動執行 Repair Preview。
執行腳本前,Draft 不會寫入 Claim Store 或 Graph。

V2 Atomic Claim Draft

Updated cooling architecture 與約翻倍的 power density,對 vendors 的主要影響落在 CDU 與 rack-to-CDU ratio。

V2 Semantic Frame Draft

{
  "frame_type": "NARY_RELATION",
  "participants": [
    {
      "node": {
        "id": "04_knowledge_base/Power Density",
        "label": "power density"
      },
      "role": "driver"
    },
    {
      "node": {
        "id": "04_knowledge_base/Coolant Distribution Unit (CDU)",
        "label": "CDU"
      },
      "role": "cooling_unit"
    }
  ],
  "qualifiers": {
    "condition_text": "vendor implication of updated cooling architecture",
    "numeric_mentions": [
      "2x"
    ],
    "temporal_mentions": []
  },
  "relation_type": "POWER_DENSITY_DRIVES_CDU_RATIO_IMPLICATION"
}

V2 Revision Metadata Draft

{
  "epistemic_mode": "ASSERTED",
  "mapping_status": "COMPLETE"
}

⑥ Human Review

請在 Properties 逐項確認:

  • 原文 → Atomic Claim 是否忠實
  • Atomic Claim → Semantic Frame 是否忠實
  • Canonical Entity mapping 是否正確
  • Epistemic mode 是否保留原文語氣
  • 最後選擇 review_action

Review state

Markdown 內文不是正式 approval。只有 Apply bridge 寫入的 Decision Ledger event 才是正式決策。