使用分布式自适应容器体系结构实现时间关键型功能

V. Stankovski, Jernej Trnkoczy, S. Taherizadeh, Matej Cigale
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引用次数: 16

摘要

软件开发人员越来越需要在他们的Web应用程序中包含时间关键型功能。这些例子可以是物联网(IoT)、游戏系统、即时消息、视频会议等。确保此类应用程序的服务质量(QoS)一直是一个具有挑战性的问题,主要原因是客户机和在云中运行的服务之间的网络质量在运行时存在变化。在本文中,我们提出了一种自适应的基于多实例容器的架构,称为自治自适应平台(ASAP),它将边缘计算概念与Docker和Kubernetes等技术结合起来,为时间关键型功能的每个单一使用事件提供所需的QoS。我们使用“文件上传”用例作为示例来探索时间关键功能。每次客户端需要使用File Upload功能时,都会进行特定的设置、物理主机选择和资源分配,以便为该功能提供所需的QoS。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Implementing time-critical functionalities with a distributed adaptive container architecture
Software developers increasingly need to include time-critical functionalities in their Web applications. Examples of these can be Internet-of-Things (IoT), gaming systems, instant messaging, video conferencing, and similar. Ensuring the Quality of Service (QoS) for such applications has been a challenging issue mostly due to runtime variations in the network quality between the clients and the service running in the Cloud. In this paper, we propose an adaptive multi-instance container-based architecture called Autonomous Self-Adaptation Platform (ASAP) that applies an edge computing concept with technologies, such as Docker and Kubernetes to facilitate the desired QoS for every single usage event of the time-critical functionality. We use a "File Upload" use case as an example to explore time-critical functionality. Each time a client needs to use the File Upload functionality, a specific setup, physical host selection and resources allocation is made in order to provide the desired QoS to that functionality.
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