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Huawei Pioneers a New Computing Architecture for the AI Era: Making One Million Processors Work as One Computer

  • 1 min read
  • Huawei

At a glance

Company
Huawei
Announcement
Product
Location
Shanghai, China

Key figures

Processor scale supported by architecture
million scale
Cards in Atlas 950 SuperCluster being deployed
256,000 cards

People

  • Eric XuHuawei's Rotating Chairman

Products and programs

  • Peerium Computing Architecture
  • UnifiedBus (UB)
  • Atlas 950 SuperPoD
  • SuperPoD-based SuperClusters
  • Atlas 960 system
SHANGHAI, CHINA – 17 September 2026 – Huawei today announced the Peerium Computing Architecture, a new computing architecture for the AI era. The architecture enables processors at the million scale to work as one computer, meeting the ever-growing demand for AI compute.

Huawei Pioneers a New Computing Architecture for the AI Era: Making One Million Processors Work as One Computer
The Peerium Computing Architecture achieves strong scaling to the million-processor level through nested parallelism, unified memory addressing, and peer interconnect. It breaks through the Turing paradigm with the introduction of Nested BSP (Nested Bulk Synchronous Parallel), extends the von Neumann single-machine architecture, and overturns the master–slave architecture that has prevailed for decades, so that a million processors truly become one larger computer.

UnifiedBus (UB) is the key interconnect technology that makes the Peerium Computing Architecture possible. Built on a single open protocol, UB is a high-speed bus that scales without limit to connect CPUs, NPUs, memory, SSDs, network interface cards (NICs), and switches. With UB, peer interconnect is achieved across compute, storage, and networking.

The Atlas 950 SuperPoD and SuperPoD-based SuperClusters are the first-generation product built on the Peerium Computing Architecture. An Atlas 950 SuperCluster with 256,000 cards is already being deployed, and the Atlas 960 system based on near-packaged optics (NPO) is currently under testing.

Eric Xu, Huawei's Rotating Chairman, said, "In the AI era, Huawei is drawing on the Peerium Computing Architecture we pioneered to continuously build the SuperPoDs and SuperPod-based SuperClusters that meet customer needs for training and inference, making computing power available everywhere and intelligence accessible to all."


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The issuer is solely responsible for the content of this announcement.

Questions around this news

  1. What is the Peerium Computing Architecture?

    Peerium is a computing architecture announced for AI workloads. The release says it is designed to let processors at the million scale operate as one computer, using nested parallelism, unified memory addressing, and peer interconnect. It also introduces Nested BSP and extends the von Neumann single-machine architecture.

  2. What role does UnifiedBus play in the architecture?

    UnifiedBus is the interconnect technology that enables the architecture’s peer connections. The release describes it as a high-speed bus based on one open protocol, designed to link CPUs, NPUs, memory, SSDs, network interface cards, and switches across computing, storage, and networking.

  3. Which products use the Peerium Computing Architecture?

    The release identifies the Atlas 950 SuperPoD and SuperPoD-based SuperClusters as the first-generation products built on Peerium. It says an Atlas 950 SuperCluster with 256,000 cards is being deployed, while the Atlas 960 system, which uses near-packaged optics, is under testing.

  4. What is Nested BSP?

    Nested Bulk Synchronous Parallel is a parallel-computing model in which work is organized into computation phases separated by synchronization points. The “nested” approach allows parallel tasks and synchronization phases to be arranged within larger ones, providing a way to structure coordination across levels of a system.

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