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When agents start “consuming data”, traditional lakehouses become insufficient: Huawei Cloud reconsiders its data infrastructure

2026-09-04 01:19 Products & Apps 🔥 40.2 heat score
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Huawei Cloud pointed out that the large consumption of data by artificial intelligence agents makes traditional lake-storage architectures no longer sufficient, and announced a reconfiguration of its data infrastructure to improve data processing capabilities.

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I InfoQ 中文 zh 2026-09-04 01:19

“When Agents start ‘consuming data’, traditional lakehouses become insufficient: Huawei Cloud refines its data infrastructure”

Huawei Cloud announced a restructuring of its data infrastructure to address the challenges posed by the extensive consumption of data by agents. As agents become more dependent on data, traditional lakehouse architectures can no longer meet the requirements. Huawei Cloud plans to build a new architecture that is more suitable for this situation through technical upgrades. This restructuring aims to overcome the bottlenecks in massive data processing and scheduling of existing systems, ensuring efficient operation of AI applications.