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EXPLAINER · CHINA AI INFRASTRUCTURE

What is China’s national computing power network, and how is it supposed to work?

China is trying to make computing resources across different regions and architectures easier to discover and use. The national computing power network extends beyond the geography of East Data–West Computing toward monitoring, interconnection, scheduling, metering and settlement. This guide explains the ambition and the evidence for what is actually operating.

National integrated computing power network · 全国一体化算力网Scheduling · 调度Heterogeneous compute · 异构算力
LESSON 05 OF 07NATIONAL ARCHITECTURE

How could separate compute resources become a more coordinated network?

By the end of this lesson: Distinguish visibility, interconnection, scheduling and economic fungibility; understand why a national platform is more than a map of data centres.

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THIS PAGE ANSWERSWhat is China’s national computing power network?
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In plain English: The 全国一体化算力网 is an effort to make computing resources in different places and from different providers easier to discover, connect, schedule and eventually transact across. It is more ambitious than simply building data centres: the goal is a networked market and operating layer for computing power.

From infrastructure to coordination

The national policy language covers heterogeneous compute, interconnection, scheduling, metering, charging, settlement and coordination with electricity. National Data Administration figures for end-July 2026 put total intelligent compute at 2.45 million PFLOPS (FP16), with 1.45 million PFLOPS — about 60% — inside the national monitoring scope. By early September the trial platform covered 1,462 compute facilities.

Monitoring is not the same as fungibility

Seeing resources on a platform does not mean workloads can seamlessly move among them. CCTV reporting on 24 September said monitoring and cross-provincial invocation mechanisms remain incomplete and many resources are still “islands”; it also showed backbone fibre routes in Kaifeng being shortened because older paths were not designed for today’s compute-latency requirements. Hardware differences, software stacks, data locality, latency, network cost and commercial agreements can all prevent capacity from behaving like one national pool. We therefore distinguish visibility, interconnection, scheduling and economic fungibility.

What changes if coordination improves

If those barriers can be reduced, fragmented capacity could become more usable and workloads could be matched more effectively with available infrastructure and energy. Whether this improves total cost per useful completed task remains the key economic test.

Evidence, claims and limits

This explainer separates documented policy or company statements from our interpretation. Company performance claims are not treated as independently verified economics unless external evidence supports them.
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CHECK YOUR UNDERSTANDING · 2 QUESTIONS

Can you apply the idea?

Choose an answer, then reveal the reasoning. This is not scored — the aim is to practise distinguishing what evidence proves from what it merely suggests.