Full-Stack Software‑Hardware Co‑Design Redefines China's AI Compute Landscape

The 2026 HaiGuang AI Software Ecosystem Summit in Zhengzhou revealed a decisive industry shift from peak‑performance chip bragging to system‑level effective compute, emphasizing full‑stack software‑hardware collaboration, heterogeneous scheduling, and open architecture as the key to unlocking trillion‑parameter AI models.

AI computeChina AI ecosystemMLPerf

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Full-Stack Software‑Hardware Co‑Design Redefines China's AI Compute Landscape

Architects' Tech Alliance

Aug 26, 2025 · Artificial Intelligence

How DeepSeek‑V3.1’s New FP8 Precision Supercharges Domestic Chip Performance

DeepSeek‑V3.1 introduces the UE8M0 FP8 Scale precision, cutting memory usage by up to 75% and enabling next‑generation Chinese chips such as Ascend 910B to run 128K context models efficiently, while the ecosystem rapidly adopts FP8, yet challenges in IP autonomy and software maturity remain before global competitiveness is achieved.

AI hardwareDeepSeekDomestic Chips

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How DeepSeek‑V3.1’s New FP8 Precision Supercharges Domestic Chip Performance

Baidu Geek Talk

Sep 27, 2021 · Databases

Baidu's High-Performance KV Storage System Practice: Cloud-Native Optimization and Software-Hardware Co-Design

Baidu’s UNDB KV storage system, built with cloud‑native containerization and software‑hardware co‑design, separates key‑value processing to cut write amplification below 1.5×, leverages an OpenChannel SSD engine for over 30% performance gains, scales to 10,000+ servers and 100 PB, handles more than a trillion daily requests across search and feed, and cuts operating costs by nearly half.

KV storageNoSQLOpenChannel SSD

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Baidu's High-Performance KV Storage System Practice: Cloud-Native Optimization and Software-Hardware Co-Design