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This article details the architecture, core technologies, and deployment strategies of our highly scalable distributed cloud software. Through practical case studies, it demonstrates the significant advantages of this architecture in improving data availability and fault tolerance, providing a reliable technical reference for enterprise-level cloud infrastructure.