高级驾驶员辅助系统的微服务架构:一个案例研究

J. Lotz, Andreas Vogelsang, Ola Benderius, C. Berger
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引用次数: 23

摘要

近年来的技术进步稳步增加了车辆内部软件系统的复杂性,而自动驾驶的持续发展将进一步加剧这种情况。这导致了一定程度的复杂性,突破了现有车辆软件架构和系统设计的极限。通过将软件结构更改为基于服务的体系结构,其他领域的公司成功地管理了日益增加的复杂性,并创建了更加敏捷和面向未来的开发过程。本文提出了一个案例研究,探讨了将复杂驾驶辅助功能的软件架构改为微服务架构的可行性和可能产生的影响。描述了完整的过程,从软件环境和相应需求的描述开始,然后是实现,最后是测试。此外,本文还对汽车用例的微服务架构进行了高级评估。结果表明,只要严格遵循微服务架构的原则,微服务架构可以降低复杂性和耗时的流程步骤,使汽车软件系统为即将到来的挑战做好准备。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Microservice Architectures for Advanced Driver Assistance Systems: A Case-Study
The technological advancements of recent years have steadily increased the complexity of vehicle-internal software systems, and the ongoing development towards autonomous driving will further aggravate this situation. This is leading to a level of complexity that is pushing the limits of existing vehicle software architectures and system designs. By changing the software structure to a service-based architecture, companies in other domains successfully managed the rising complexity and created a more agile and future-oriented development process. This paper presents a case-study investigating the feasibility and possible effects of changing the software architecture for a complex driver assistance function to a microservice architecture. The complete procedure is described, starting with the description of the software-environment and the corresponding requirements, followed by the implementation, and the final testing. In addition, this paper provides a high-level evaluation of the microservice architecture for the automotive use-case. The results show that microservice architectures can reduce complexity and time-consuming process steps and make the automotive software systems prepared for upcoming challenges as long as the principles of microservice architectures are carefully followed.
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