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With petabyte-scale data pipelines and high-density machine learning tasks, performance optimization of storage systems is paramount. The latest storage technologies, through deep integration with cloud-native architectures, effectively improve access speed and data processing capabilities, providing a solid foundation for AI systems. This article will introduce the core principles of these cutting-edge technologies and their practical application effects.