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Against the backdrop of the rapid development of artificial intelligence applications, we have launched a storage optimization solution for petabyte-scale data pipelines, effectively improving access efficiency and system throughput. This solution, combined with a cloud-native architecture, provides enterprises with a more efficient and intelligent storage solution, contributing to the stability of AI model training and deployment.