Application of Big Data Fusion Model in the Architecture Design of Smart Departure Service Platform

The data volume of the smart retreat service platform is large, and the slow data processing rate will affect the service quality of the smart retreat service platform. Based on this, the big data fusion model is applied to the architecture design of the intelligent retreat service platform. The service layer is designed by various hardware and service ports; the functional layer is designed by user management modules, elderly care service management modules and building modules of big data fusion model; the platform layer is designed by big data preprocessing modules, data storage and management modules and big data processing module, among which, in the big data processing module, based on the big data fusion model, the matrix decomposition algorithm is used to process the big data. Through the experiment, the smart retreat service platform is tested first, and the data processing rate of different data processing algorithms is compared with two traditional algorithms. The test results show that the data processing rate of the proposed algorithm is 300kb/s higher than that of traditional algorithm 1, and 200 kb/s than traditional algorithm 2. The matrix factorization algorithm based on big data fusion model has better data processing effect.