Huawei Launches AI DC Data Infrastructure Full Stack Solution to Accelerate Industry Intelligence Leap
TL;DR · AI Summary
Huawei launches an AI DC data infrastructure full stack solution to accelerate industry intelligence leap.
Key Takeaways
- Huawei launches an AI DC data infrastructure full stack solution covering data l
- The solution includes OceanStor Pacific all-flash distributed storage, CMS, 3+1
- The solution aims to help enterprises accelerate AI data center construction, ac
Outline
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Introduce Huawei's launch of the AI DC data infrastructure full stack solution and its background.
Introduce the features and functions of OceanStor Pacific all-flash distributed storage.
Introduce Huawei's CMS and 3+1 AI data platform functionalities.
Introduce ModelEngine functionalities and advantages.
Introduce Nexent intelligent body platform functionalities and advantages.
Introduce data protection solution functionalities and advantages.
Mindmap
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查看大纲文本（无障碍 / 无 JS 友好）
- 华为AI DC数据基础设施全栈方案
- 数据湖
- OceanStor Pacific全闪分布式存储
- 知识与记忆平台
- CMS（Context Memory Storage）
- 3+1 AI数据平台
- 模型工程与资源调度
- ModelEngine
- Agent框架
- Nexent智能体平台
- 数据韧性平台
Highlights
Key sentences worth saving and sharing.
OceanStor Pacific all-flash distributed storage achieves optimal TCO with 11PB/2U industry-leading high capacity density for storing massive data.
Huawei introduces the first context memory storage CMS supporting heterogeneous computing power, enabling KV semantic direct transmission or semantic offloading using dedicated DPU, scalable to PB-lev
ModelEngine offers out-of-the-box model functionality and gateway capabilities, supporting zero-code adaptation to new models and one-click deployment of models.
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May 26, 2026 14:52:33 Source: Quantum Bit
On May 21, the 2026 Huawei Innovation Data Infrastructure Forum was held in Paris under the theme "Data Awakening, Storage Evolution." Huawei Executive Vice President and President of the Data Storage Product Line Yuan Yuan delivered a keynote speech, officially launching Huawei's full-stack AI DC data infrastructure solution to accelerate industry intelligence advancement.
Huawei Executive Vice President and President of the Data Storage Product Line Yuan Yuan
Currently, AI is profoundly changing enterprise operational models. Agent technology is accelerating its spread, becoming the main subject of new digital productivity, gradually evolving into a常态化 "digital employee" for enterprises; at the same time, AI applications are continuously deepening, leading to explosive growth in enterprise token consumption. Yuan Yuan pointed out that enterprises need to accelerate the implementation of AI by driving existing IT architecture towards rapid evolution toward an AI DC data infrastructure. This should be done through systematic planning and construction around key areas such as the data lake, knowledge and memory platform, computing power, models, Agent framework, and data resilience.
Based on this, Huawei has officially launched its full-stack AI DC data infrastructure solution, aimed at helping enterprises accelerate the construction of AI data centers and achieve large-scale deployment of AI.
AI Data Lake
OceanStor Pacific all-flash distributed storage achieves optimal TCO with a capacity density of up to 11 PB/2U, making it industry-leading. It enables real-time ingestion of multi-modal, cross-site data into the data lake and global visibility and management, while offering second-level retrieval capabilities for trillions of high-dimensional vector data, ensuring high-quality data aggregation and supply.
Knowledge and Memory Platform
- For large-scale inference clusters, Huawei introduced the industry’s first context-aware memory storage CMS (Context Memory Storage) that supports heterogeneous computing. It can directly pass KV semantics or offload semantics using dedicated DPU, scalable to a PB-level shared KV Cache pool, reducing the delay of the first token during inference by 90%.
- For enterprise AI inference scenarios, Huawei pioneered the "3+1" AI data platform, integrating a knowledge base with over 95% retrieval accuracy, KV Cache acceleration, and an evolving memory library. Managed by UCM technology, it improves inference precision by 30%.
Model Engineering and Resource Scheduling
Huawei ModelEngine offers model out-of-the-box usability and model gateway capabilities, supporting zero-code adaptation of new models and one-click deployment. By fine-grained slicing and intelligent scheduling of computing resources, it can achieve XPU card splitting ratios up to 1:10, enabling "one card for multiple uses," thereby enhancing resource utilization.
Agent Framework
The Huawei ModelEngine Nexent intelligent agent platform generates Agents through natural language interaction, significantly lowering development thresholds and shortening the Agent launch cycle by 80%. Additionally, it supports automatic optimization of Skills, prompts, and memories, aiding continuous evolution and improvement of Agents.
Data Resilience Platform
To address potential data security risks across different dimensions such as Agents, models, platforms, and infrastructure, Huawei builds an end-to-end data protection solution featuring abuse prevention, virus defense, tamper-proofing, and ransomware defense, comprehensively safeguarding AI data assets.
"AI brings infinite opportunities to the IT industry," Yuan Yuan stated. "The latter half of AI lies in data. Huawei Data Storage will continue to drive innovation, consolidate experience in AI industryization, and work together with the entire industry to help customers accelerate their journey to the intelligent era."
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