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
相关论文
共 50 条
  • [1] Multicast routing algorithm based on tabu search
    Huang, Lin
    Lai, Jun-Feng
    Hou, Jian
    Du, Xue-Wu
    Dalian Ligong Daxue Xuebao/Journal of Dalian University of Technology, 2010, 50 (05): : 801 - 805
  • [2] Tabu search based Memetic algorithm for task scheduling
    Padmavathi, S.
    Mercy Shalinie, S.
    Journal of Computational Information Systems, 2010, 6 (04): : 1017 - 1025
  • [3] The Grid Task Scheduling based on Tabu Search Algorithm
    Xu Hai Yan
    2012 WORLD AUTOMATION CONGRESS (WAC), 2012,
  • [4] A tabu search heuristic for ship routing and scheduling
    Korsvik, J. E.
    Fagerholt, K.
    Laporte, G.
    JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2010, 61 (04) : 594 - 603
  • [5] A tabu search algorithm for the multi-trip vehicle routing and scheduling problem
    Brandao, J
    Mercer, A
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1997, 100 (01) : 180 - 191
  • [6] A metaheuristic based on tabu search for solving a technician routing and scheduling problem
    Mathlouthi, Ines
    Gendreau, Michel
    Potvin, Jean-Yves
    COMPUTERS & OPERATIONS RESEARCH, 2021, 125
  • [7] A Tabu search based routing algorithm for wireless sensor networks
    Orojloo, Hamed
    Haghighat, Abolfazl T.
    WIRELESS NETWORKS, 2016, 22 (05) : 1711 - 1724
  • [8] With QoS Constraints Multicast Routing Algorithm Based on Tabu Search
    Yu, Shupeng
    Shi, Qinghua
    Liu, Fengjiao
    PROCEEDINGS OF ANNUAL CONFERENCE OF CHINA INSTITUTE OF COMMUNICATIONS, 2010, : 14 - 18
  • [9] TSDLMRA: an efficient multicast routing algorithm based on Tabu search
    Wang, H
    Fang, J
    Wang, H
    Sun, YM
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2004, 27 (02) : 77 - 90
  • [10] A Tabu search based routing algorithm for wireless sensor networks
    Hamed Orojloo
    Abolfazl T. Haghighat
    Wireless Networks, 2016, 22 : 1711 - 1724