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

iQIYI Technical Product Team

May 15, 2025 · Big Data

Introducing AMD and ARM Bare‑Metal Instances for iQIYI Big Data Computing: Cloud Selection, Performance Evaluation, and Heterogeneous Scheduling

To reduce costs and boost compute density, iQIYI's big data team migrated from aging private‑cloud Intel servers to public‑cloud AMD and ARM bare‑metal instances, establishing a systematic machine‑selection process, performance testing framework, and YARN‑based heterogeneous scheduling to fully leverage the new hardware.

AMDARMYARN

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Introducing AMD and ARM Bare‑Metal Instances for iQIYI Big Data Computing: Cloud Selection, Performance Evaluation, and Heterogeneous Scheduling

JD Cloud Developers

Mar 3, 2025 · Artificial Intelligence

How JD.com Leverages Domestic NPU Chips to Power Large‑Scale AI Models

This article details JD.com's challenges and solutions for deploying domestic NPU chips across heterogeneous GPU‑NPU clusters, covering architecture, scheduling, high‑performance training and inference engines, real‑world case studies, and future plans to scale AI workloads securely and efficiently.

AIDomestic ChipsInference

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How JD.com Leverages Domestic NPU Chips to Power Large‑Scale AI Models