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现场笔记

大模型的无趣真相:网络决定你能真正用上多少那价值十亿美元的集群。接下来的战争是铜缆帝国对阵开放以太网——NVIDIA的私有互联与所有人共用的开放标准之争。

从这三个开始

N& NVLink & NVSwitch NVIDIA最深的护城河,以铜为基。这是72张GPU能够协同作一的原因。 UE Ultra Ethernet 行业的集体答案,于2025年作为一份开放规范发布。 8& 800G & 1.6T Optics 资金悄然流向之处——集群对这类产品的消耗以十万计。

Interconnects & fabrics

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N& NVLink & NVSwitch NVIDIA's scale-up fabric: what makes 72 GPUs one computer. IN InfiniBand The low-latency training fabric NVIDIA acquired with Mellanox. 8& 800G & 1.6T Optics The pluggable transceivers AI clusters consume by the hundreds of thousands. CP Co-Packaged Optics Light brought onto the switch package — the next power saver. PE PCI Express The universal socket: how accelerators, NICs and CPUs meet. R( RoCE (RDMA over Ethernet) The transport trick that lets ordinary Ethernet move GPU memory. SX Spectrum-X Ethernet NVIDIA's answer to losing Ethernet: an AI-tuned Ethernet of its own. UA UALink The open scale-up standard: everyone-but-NVIDIA's answer to NVLink. UE Ultra Ethernet The industry consortium rebuilding Ethernet for AI — 1.0 spec shipped 2025.

Networking companies

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AN Arista Networks The Ethernet switch leader of the AI back-end network. ANET AM Amphenol Connectors and cable assemblies in every server, switch and rack. APH AL Astera Labs PCIe retimers and CXL connectivity inside nearly every AI server. ALAB CA Celestial AI The Photonic Fabric: optical links from any chip to any memory. CI Ciena Coherent optics linking AI data centers across cities and oceans. CIEN Cisco The networking incumbent pushing its own silicon into AI fabrics. CSCO CO Coherent One of the largest makers of the optical transceivers AI clusters consume by the million. COHR CO Corning The fiber-optic cable itself — glass demand doubled by AI campuses. GLW CT Credo Technology Active electrical cables — the copper that wires racks together. CRDO FA Fabrinet The contract manufacturer behind NVIDIA's optical transceivers. FN LI Lightmatter Photonic interconnect — moving light into the chip package itself. LU Lumentum Lasers and photonics for the optical layer of AI networks. LITE Nokia Optical transport and data-center routing — with NVIDIA as a 2025 investor. NOK TC TE Connectivity The other connector giant wiring AI racks and power paths. TEL