通过软件定义的覆盖网络简化边缘的分布式应用部署

IF 4.3 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Heiko Bornholdt , Kevin Röbert , Stefan Schulte , Janick Edinger , Mathias Fischer
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引用次数: 0

摘要

对低延迟、带宽效率和隐私的需求推动了分布式应用程序在网络边缘的部署。然而,边缘环境带来了具体的挑战,例如有限的基础设施控制、NAT或防火墙导致的连接受限,以及设备和网络条件的异质性。本文介绍了一种软件定义覆盖网络(SDON)中间件,通过集中控制和动态覆盖管理简化边缘应用程序的开发和部署,从而解决了这些问题。SDON允许应用程序定义高级需求,例如节点和链路特征以及网络拓扑。这些需求被转换为特定于设备的配置,并在合适的边缘设备上强制执行。我们将我们的SDON中间件实现为一个功能齐全的软件,并在两个边缘计算用例中对其进行了评估:i)跨中间件边缘设备的视频流路由和ii)异构边缘设备上的计算卸载。我们的结果表明,通过SDON部署,通过集中强制优化,通过将平均流延迟减少20%和计算时间减少22%来提高应用程序性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Simplifying distributed application deployment at the edge through software-defined overlay networks
The need for low latency, bandwidth efficiency, and privacy has driven the deployment of distributed applications to the network edge. However, edge environments introduce concrete challenges such as limited infrastructure control, constrained connectivity due to NAT or firewalls, and the heterogeneity of devices and network conditions. This paper introduces a software-defined overlay networking (SDON) middleware that addresses these issues by simplifying the development and deployment of edge applications through centralized control and dynamic overlay management. SDON allows applications to define high-level requirements, such as node and link characteristics and the network topology. These requirements are translated into device-specific configurations and enforced across suitable edge devices. We implemented our SDON middleware as a fully functional software and evaluated it in two edge computing use cases: i) routing for video streaming across middleboxed edge devices and ii) computation offloading on heterogeneous edge devices. Our results show that deployments via SDON, with centrally enforced optimizations, improve application performance by reducing mean streaming latency by 20 % and computation times by 22 %.
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来源期刊
Computer Communications
Computer Communications 工程技术-电信学
CiteScore
14.10
自引率
5.00%
发文量
397
审稿时长
66 days
期刊介绍: Computer and Communications networks are key infrastructures of the information society with high socio-economic value as they contribute to the correct operations of many critical services (from healthcare to finance and transportation). Internet is the core of today''s computer-communication infrastructures. This has transformed the Internet, from a robust network for data transfer between computers, to a global, content-rich, communication and information system where contents are increasingly generated by the users, and distributed according to human social relations. Next-generation network technologies, architectures and protocols are therefore required to overcome the limitations of the legacy Internet and add new capabilities and services. The future Internet should be ubiquitous, secure, resilient, and closer to human communication paradigms. Computer Communications is a peer-reviewed international journal that publishes high-quality scientific articles (both theory and practice) and survey papers covering all aspects of future computer communication networks (on all layers, except the physical layer), with a special attention to the evolution of the Internet architecture, protocols, services, and applications.
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