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
来源
2023 19TH INTERNATIONAL CONFERENCE ON NETWORK AND SERVICE MANAGEMENT, CNSM | 2023年
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
相关论文
共 12 条
  • [1] Routing and Scheduling of Time-Triggered Traffic in Time-Sensitive Networks
    Atallah, Ayman A.
    Hamad, Ghaith Bany
    Mohamed, Otmane Ait
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 16 (07) : 4525 - 4534
  • [2] Scheduling Real-Time Communication in IEEE 802.1Qbv Time Sensitive Networks
    Craciunas, Silviu S.
    Oliver, Ramon Serna
    Chmelik, Martin
    Steiner, Wilfried
    [J]. PROCEEDINGS OF THE 24TH INTERNATIONAL CONFERENCE ON REAL-TIME NETWORKS AND SYSTEMS PROCEEDINGS (RTNS 2016), 2016, : 183 - 192
  • [3] Garey M. R., 1976, Mathematics of Operations Research, V1, P117, DOI 10.1287/moor.1.2.117
  • [4] Traffic-type Assignment for TSN-based Mixed-criticality Cyber-physical Systems
    Gavrilut, Voica
    Pop, Paul
    [J]. ACM TRANSACTIONS ON CYBER-PHYSICAL SYSTEMS, 2020, 4 (02)
  • [5] A Simple and Efficient Time-Sensitive Networking Traffic Scheduling Method for Industrial Scenarios
    Li, Qing
    Li, Dong
    Jin, Xi
    Wang, Qizhao
    Zeng, Peng
    [J]. ELECTRONICS, 2020, 9 (12) : 1 - 19
  • [6] Pahlevan Maryam, 2019, ACM SIGBED Review, V16, P15, DOI 10.1145/3314206.3314208
  • [7] Design optimisation of cyber-physical distributed systems using IEEE time-sensitive networksInspec keywordsOther keywords
    Pop, Paul
    Raagaard, Michael Lander
    Craciunas, Silviu S.
    Steiner, Wilfried
    [J]. IET CYBER-PHYSICAL SYSTEMS: THEORY & APPLICATIONS, 2016, 1 (01) : 86 - 94
  • [8] Raagaard M L, 2021, Optimization algorithms for the scheduling of IEEE 802.1 time-sensitive networking (TSN)
  • [9] Raagaard Michael Lander., 2017, Tech. Rep, Tech. Rep.
  • [10] Design optimization of TTEthernet-based distributed real-time systems
    Tamas-Selicean, Domitian
    Pop, Paul
    Steiner, Wilfried
    [J]. REAL-TIME SYSTEMS, 2015, 51 (01) : 1 - 35