使用基于图的抽象层构建用户友好的软件定义网络管理。

IF 3.5 4区 计算机科学 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
PeerJ Computer Science Pub Date : 2025-02-14 eCollection Date: 2025-01-01 DOI:10.7717/peerj-cs.2674
Yufeng Jia, Jiadong Ren, Xianshan Li, Haitao He, Pengwei Zhang, Rong Li
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引用次数: 0

摘要

软件定义网络(SDN)模式依赖于控制平面和数据平面的解耦。北向接口通过逻辑集中控制实现网络服务。合适的北向接口和面向应用的抽象是SDN生态系统的核心。本文提出了一种将网络表示为图的体系结构。该体系结构的目的是在应用程序平面上实现SDN控制器的抽象。我们使用图模型抽象所有的网络元素,将元素的属性作为图的属性。这个虚拟的逻辑抽象层不受物理网络的限制,使网络管理员能够在全局视图中直接调度网络资源。通过拓扑显示、动态路由、访问控制和数据持久化等方面的实验,验证了所提出的图抽象的可行性。基于图的抽象层和图数据库中最短路径的性能证明了图抽象层的必要性。经验证据表明,基于图的抽象层可以促进网络切片,维护真实网络的可靠描述,简化网络管理和网络应用程序开发,并提供易于网络管理员理解的复杂抽象。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Construction of a user-friendly software-defined networking management using a graph-based abstraction layer.

The software-defined networking (SDN) paradigm relies on the decoupling of the control plane and data plane. Northbound interfaces enable the implementation of network services through logical centralised control. Suitable northbound interfaces and application-oriented abstractions are the core of the SDN ecosystem. This article presents an architecture to represent the network as a graph. The purpose of this architecture is to implement an abstraction of the SDN controller at the application plane. We abstract all network elements using a graph model, with the attributes of the elements as the attributes of the graph. This virtualized logical abstraction layer, which is not limited by the physical network, enables network administrators to schedule network resources directly in a global view. The feasibility of the presented graph abstraction was verified through experiments in topological display, dynamic route, access control, and data persistence. The performance of the shortest path in the graph-based abstraction layer and graph database proves the necessity of the graph abstraction layer. Empirical evidence demonstrates that the graph-based abstraction layer can facilitate network slicing, maintain a dependable depiction of the real network, streamline network administration and network application development, and provide a sophisticated abstraction that is easily understandable to network administrators.

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来源期刊
PeerJ Computer Science
PeerJ Computer Science Computer Science-General Computer Science
CiteScore
6.10
自引率
5.30%
发文量
332
审稿时长
10 weeks
期刊介绍: PeerJ Computer Science is the new open access journal covering all subject areas in computer science, with the backing of a prestigious advisory board and more than 300 academic editors.
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