Joint Routing and GCL Scheduling Algorithm Based on Tabu Search in TSN

被引:0
|
作者
Wang, Ying [1 ]
Cheng, Yufan [1 ]
Zhuang, Zhihan [1 ]
Zhang, Junye [1 ]
Yu, Peng [1 ]
Guo, Shaoyong [1 ]
Qiu, Xuesong [1 ]
机构
[1] Beijing Univ Posts & Telecommun, State Key Lab Networking & Switching Technol, Beijing, Peoples R China
基金
北京市自然科学基金;
关键词
Time Sensitive Networking (TSN); Flow Schedule; Tabu Search (TS); Routing Schedule; DESIGN OPTIMIZATION; TIME;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Time sensitive networking (TSN) has been widely adopted and applied in many fields. The scheduling problem of TSN requires that the gate control list (GCL) is calculated according to the flow information in a given topology network. Conventional flow scheduling schemes are usually based on the given routing scheme, which limits the scheduling performance. Besides, current works mostly focus on the time trigger flows (TT). However, AVB flows exist as aperiodic flows in the industrial Internet. The integrated scheduling of these two types of flows is required to improve the overall schedulability. In this paper, a problem model of joint routing and GCL scheduling is proposed. An algorithm based on Tabu search (Tabu-RG) is proposed to solve the problem with specific design of neighborhood movement policy, neighborhood selection policy, as well as diversified function. Experimental results show that compared with the solver method, the proposed algorithm can save 75% of the time cost on the premise of ensuring the solution performance.
引用
收藏
页数:5
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