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On the Fundamental Characteristics of Ultra-Dense Small Cell Networks
IEEE NETWORK ( IF 6.8 ) Pub Date : 6-4-2018 , DOI: 10.1109/mnet.2018.1700096
Ming Ding , David Lopez-Perez , Holger Claussen , Mohamed Ali Kaafar

Time-sensitive networking (TSN) can help standardize deterministic Ethernet across industrial automation. The deterministic guarantee of TSN is based on network resource scheduling in the unit of flow. However, the state-of-the-art TSN single flow scheduling scheme cannot meet the coordinated scheduling requirements of multiple data flows in advanced industrial applications (e.g., control and safety applications). In this article, we propose a TSN chain flow abstraction, TC-Flow, for a coordinated multiple-flow scheduling model in industrial control and safety applications. Based on the proposed TC-Flow model, we design an offline TC-Flow scheduling algorithm using integer linear programming and an online heuristic TC-Flow scheduling algorithm to handle network dynamics. To deploy the proposed TC-Flow model and scheduling algorithms in the TSN, we design a CF-TSN network architecture that is compatible with the existing TSN single-flow scheduling scheme. Finally, we implement the proposed CF-TSN architecture and TC-Flow scheduling algorithms in real-world network environments. Experimental results show that the proposed scheduling algorithms can increase the number of schedulable flows by 26 percent compared to the state-of-the-art TSN scheduling benchmark.

中文翻译:


超密集小蜂窝网络的基本特征



时间敏感网络 (TSN) 可以帮助标准化整个工业自动化的确定性以太网。 TSN的确定性保证基于以流为单位的网络资源调度。然而,最先进的TSN单流调度方案无法满足高级工业应用(例如控制和安全应用)中多个数据流的协调调度需求。在本文中,我们提出了一种 TSN 链流抽象 TC-Flow,用于工业控制和安全应用中的协调多流调度模型。基于所提出的 TC-Flow 模型,我们设计了一种使用整数线性规划的离线 TC-Flow 调度算法和一种在线启发式 TC-Flow 调度算法来处理网络动态。为了在 TSN 中部署所提出的 TC-Flow 模型和调度算法,我们设计了一种与现有 TSN 单流调度方案兼容的 CF-TSN 网络架构。最后,我们在现实网络环境中实现了所提出的 CF-TSN 架构和 TC-Flow 调度算法。实验结果表明,与最先进的 TSN 调度基准相比,所提出的调度算法可以将可调度流的数量增加 26%。
更新日期:2024-08-22
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