论文标题
基于微服务的边缘计算平台的实验研究
An Experimental Study on Microservices based Edge Computing Platforms
论文作者
论文摘要
物联网（IoT）的快速技术进步使智能城市的蓝图通过整合异质的云/雾/边缘计算范式来使其可行，从而在我们的城市和社区中提供变体智能服务。由于有吸引力的功能，例如精细的粒度和松散的耦合，因此提出了微服务体系结构来提供大规模分布的物联网系统中可扩展和可扩展的服务。最近的研究已经根据云计算环境的方案评估并分析了微服务之间的性能干扰。但是，考虑到边缘设备（如计算消耗和网络容量）的限制，它们并不是物联网应用程序的整体性。本文研究了边缘计算平台上的多个微服务部署策略。微服务是作为Docker容器开发的，全面的实验结果证明了在基准方案上运行的微服务的性能和干扰。
The rapid technological advances in the Internet of Things (IoT) allows the blueprint of Smart Cities to become feasible by integrating heterogeneous cloud/fog/edge computing paradigms to collaboratively provide variant smart services in our cities and communities. Thanks to attractive features like fine granularity and loose coupling, the microservices architecture has been proposed to provide scalable and extensible services in large scale distributed IoT systems. Recent studies have evaluated and analyzed the performance interference between microservices based on scenarios on the cloud computing environment. However, they are not holistic for IoT applications given the restriction of the edge device like computation consumption and network capacity. This paper investigates multiple microservice deployment policies on the edge computing platform. The microservices are developed as docker containers, and comprehensive experimental results demonstrate the performance and interference of microservices running on benchmark scenarios.
