Design and implementation of non-intrusive logistics system architecture for data silo integration

Abstract The logistics industry currently faces a prevalent ‘data silo’ issue. This leads to information isolation and system fragmentation and severely restricts the ability of cross-platform business collaboration and intelligent decision-making. To address this problem, this paper proposes a non-intrusive logistics system architecture design for data silo integration. The architecture is based on key mechanisms such as edge access, protocol abstraction, and a unified data bus. It realizes lightweight integration of heterogeneous logistics information systems, and features low coupling, high compatibility, and strong adaptability. The designed system includes acquisition layer protocol adaptation components, transport layer edge routing mechanisms, and platform layer intelligent processing engines. It supports multi-protocol concurrent access and fault self-recovery capabilities. Deployment and testing in enterprise scenarios show that the system outperforms traditional solutions in data acquisition delay control, stability maintenance, and multi-protocol adaptation. The non-intrusive system leads significantly in throughput, reaching 12,000 entries per second. This is much higher than the 7,500 entries per second of traditional Application Programming Interface (API) integration and the 9,200 entries per second of the Enterprise Service Bus (ESB) architecture. It also performs excellently in average response time, which is only 45 milliseconds, significantly lower than the other two solutions. In particular, this system achieves efficient integration without modifying the original systems and effectively solves the problem of coexisting multi-systems and non-interoperable data in enterprises. This paper provides a promotable reference architecture for the informatization transformation of logistics.