基于智能化集成设备的医院大数据信息化云测试系统设计

The design of hospital big data information cloud test system based on intelligent integrated equipment

摘要:

为满足医院信息化管理需求，解决医院信息软件测试的经验依赖性、不可量化性及兼容困难性等问题，实现高效率、高质量和低能耗软件运行目标，该研究基于已开发的MNSS（Medical Network System Simulator，医疗虚拟仿真）平台，设计了一种基于智能化集成设备的医院大数据信息化云测试系统，该系统内置任务分配器，根据不同用户需求，提供个性化智能终端服务；利用智能化集成设备实现快速边缘计算目标；利用机器学习算法解决软件自动化测评问题，并采用迁移学习方法和模糊神经网络完成资源调度任务；为医院信息化建设提供了一种高效、精准的测试工具。

Abstract:

In order to meet the needs of hospital information management，solve the problems of experience dependence, non-quantizability and poor compatibility of hospital information software testing, and achieve high-efficiency, high-quality software operation and low energy consumption goals, this research designed a hospital big data information cloud test system based on intelligent integrated equipment based on the existing MNSS(Medical Network System Simulator) platform. Our system is equipped with a task distributor to provide personalized intelligent terminal services according to the needs of different users; uses intelligent integrated equipment to achieve fast edge computing goals for software cloud testing; utilizes migration learning methods and fuzzy neural networks to complete resource scheduling tasks; makes uses of the machine learning algorithm to solve the problem of automatic software evaluation. Our system is an efficient and accurate testing tool for hospital information construction.