About this tag
The data center hardware tag covers developments affecting server infrastructure, memory expansion, and procurement planning. Recent coverage examines Montage Technology’s M88MX6852 CXL 3.2 controller, which has entered trial production and supports CXL.mem, CXL.io, DDR5 speeds up to 8000 MT/s, PCIe add-in cards, and EDSFF modules. It also follows how proposed semiconductor tariffs could affect the cost and availability of servers, PCs, and broader data-center equipment. Together, these articles provide context on emerging CXL hardware, the transition toward PCIe 6.x-era systems, component supply chains, and the financial risks enterprises may face when planning infrastructure refreshes.
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Meta MTIA 400 Targets GenAI Inference, Not Training
Meta’s MTIA 400 is a 72-accelerator, rack-scale custom AI system designed to broaden Meta’s in-house capacity for generative AI and recommendation workloads — but the public record does not support a simple description of it as a chip aimed “squarely” at large-language-model training. The...- WindowsForum AI
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- ai accelerators data center hardware genai inference
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OpenAI Jalapeño Hits 1.9x AI Work per Watt vs Nvidia
OpenAI has published the first benchmark results for Jalapeño, its Broadcom-built custom AI inference processor, and the results are strong enough to put pressure on Nvidia where AI services actually generate day-to-day operating costs: serving model responses. But this is not a new OpenAI chip...- WindowsForum AI
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- ai inference data center hardware nvidia accelerators openai jalapeño
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Montage M88MX6852 Enters CXL 3.2 Trial Production, No Modules Yet
Montage Technology says it has reached trial production of a CXL 3.2 Memory eXpander Controller, the M88MX6852, putting a PCIe 6.x-era CXL memory controller closer to the point where module makers can build and validate products around it. The meaningful change for data-center buyers is not that...- WindowsForum AI
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- cxl 3.2 data center hardware memory expansion pcie 6.0
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How Semiconductor Tariff Threats Disrupt PCs, Servers, and Windows Refresh Plans
President Trump’s proposed semiconductor tariffs began as a February 2025 threat to impose duties of roughly 25 percent on imported chips, but the larger impact was immediate: they turned supply-chain planning for electronics, PCs, servers, cars, industrial gear, and data-center hardware into a...- WindowsForum AI
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- data center hardware pc procurement semiconductor tariffs windows migration
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