This paper proposes the possibility of integrating Dynamic Knowledge Graph (DKG) with Software-Defined Networking (SDN). This new approach aims to assist the management and control capabilities of the swarm network. The DKG works as a unified network data view, capturing network information such as topology, flow rules, host information, switch information, link status, and in-band network telemetry (INT) data. Benefited from the deep programmability of SDN, the network information can be converted into RDF format constantly, and the DKG will be dynamically updated. This approach helps the network operators to control their network infrastructure, such as allocating resource effectively and decision making at the application layer. Potential use cases demonstrate the applicability and advantages of the proposed approach. Examples include access control in swarm network scenarios and applying adaptive routing strategies, etc. These use cases illustrate how DKG-based SDN can address swarm network management challenges effectively, optimizing performance and resource utilization.

翻译：本文探讨了将动态知识图谱（DKG）与软件定义网络（SDN）集成的可能性。这一新方法旨在增强集群网络的管理与控制能力。DKG作为一个统一的网络数据视图，捕获网络拓扑、流规则、主机信息、交换机信息、链路状态以及带内网络遥测（INT）数据等网络信息。受益于SDN的深度可编程性，网络信息可被持续转换为RDF格式，DKG将随之动态更新。该方法有助于网络运营商控制其网络基础设施，例如有效分配资源以及在应用层进行决策。潜在应用场景展示了所提方法的适用性和优势，包括集群网络场景中的访问控制以及应用自适应路由策略等。这些用例说明了基于DKG的SDN如何有效应对集群网络管理挑战，优化性能与资源利用率。