基于微服务的医院信息系统可靠性建模与分析

Zheng Liu, Huiqun Yu, Guisheng Fan, Liqiong Chen
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引用次数: 1

摘要

近年来,随着计算机网络的飞速发展,现代医院的规模越来越大,关系越来越复杂,医院信息系统(HIS)也越来越多。但在临床信息和管理系统的可靠使用方面,特别是在故障预防方面,还有很大的差距。微服务架构对于复杂系统的开发和交付具有很大的优势。提出了一种基于谓词Petri网(PrT网)形式化的HIS微服务可靠性模型(MSRM)。首先,给出了微服务可靠性需求设计,并利用PrT网络对微服务可靠性建模,给出了相应的语法和语义。然后利用PrT网络设计了冗余和断路器,提出了组合策略,并对微服务的可靠性进行了定性和定量分析。在此基础上,从理论上验证了PrT网络建模的正确性和策略的有效性。最后,通过一个公共卫生案例说明了建模过程,并验证了所提方法的有效性。实验结果表明,该策略对HIS微服务可靠性是有效的。
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Reliability Modeling and Analysis of Hospital Information System Based on Microservices
In recent years, modern hospital has a large scale, complex relationship, and hospital information system (HIS) due to rapid development of computer networks. But there is still a big gap for reliable use of clinical information and management system, especially in terms of fault prevention. The microservice architecture has great advantages for development and delivery of complex system. This paper proposes a novel microservice reliability model (MSRM) for HIS based on the formalism of Predicate Petri net (PrT net). First, microservice reliability requirement design is given and PrT net is used to model the reliability of microservice, and the corresponding syntax and semantics are also presented. Then the redundancy and circuit breaker is designed by using PrT net, a composition strategy is proposed and the reliability of microservices is analyzed qualitatively and quantitatively. Based on the constructed MSRM, the correctness of PrT net modeling and effectiveness of the strategies have been proven theoretically. Finally, a public healthcare case is used to explain modeling process, and verify the effectiveness of proposed method. Experimental results show that the strategy for HIS microservice reliability is effective.
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