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23 Oct 202613 Jumada I 1448 AH
Huawei Addresses Data Storage Challenges at 2026 Advanced Storage Conference

Huawei Addresses Data Storage Challenges at 2026 Advanced Storage Conference

Huawei utilized the 2026 Advanced Storage Conference in Shanghai on October 22 to discuss how it addresses a less visible limitation on large-model inference: transferring KV Cache between compute, storage, and network. In a presentation on storage-network convergence for new AI workloads, Huawei highlighted the KV Cache issue and shared lab figures. The company notes that per-request size, resident cache amounts, and cross-node traffic all contribute to pushing the total KV Cache of an inference cluster toward the petabyte scale.

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