Joint Algorithm of Message Fragmentation and No-Wait Scheduling for Time-Sensitive Networks
Jin X(金曦)1,3,4; Xia CQ(夏长清)1,3,4; Guan N(关楠)2; Zeng P(曾鹏)1,3,4
刊名IEEE/CAA Journal of Automatica Sinica
2021
卷号8期号:2页码:478-490
关键词Message fragmentation networked control system real-time scheduling time sensitive network
ISSN号2329-9266
产权排序1
英文摘要

Time-sensitive networks (TSNs) support not only traditional best-effort communications but also deterministic communications, which send each packet at a deterministic time so that the data transmissions of networked control systems can be precisely scheduled to guarantee hard real-time constraints. No-wait scheduling is suitable for such TSNs and generates the schedules of deterministic communications with the minimal network resources so that all of the remaining resources can be used to improve the throughput of best-effort communications. However, due to inappropriate message fragmentation, the realtime performance of no-wait scheduling algorithms is reduced. Therefore, in this paper, joint algorithms of message fragmentation and no-wait scheduling are proposed. First, a specification for the joint problem based on optimization modulo theories is proposed so that off-the-shelf solvers can be used to find optimal solutions. Second, to improve the scalability of our algorithm, the worst-case delay of messages is analyzed, and then, based on the analysis, a heuristic algorithm is proposed to construct low-delay schedules. Finally, we conduct extensive test cases to evaluate our proposed algorithms. The evaluation results indicate that, compared to existing algorithms, the proposed joint algorithm improves schedulability by up to 50%.

资助项目National Key Research and Development Program of China[2018YFB1700200] ; National Natural Science Foundation of China[61972389] ; National Natural Science Foundation of China[61903356] ; National Natural Science Foundation of China[61803368] ; National Natural Science Foundation of China[U1908212] ; National Science and Technology Major Project[2017ZX02101007-004] ; Liaoning Provincial Natural Science Foundation of China[2020-MS-034] ; Liaoning Provincial Natural Science Foundation of China[2019-YQ-09] ; China Postdoctoral Science Foundation[2019M661156] ; Youth Innovation Promotion Association of the Chinese Academy of Sciences
WOS研究方向Automation & Control Systems
语种英语
CSCD记录号CSCD:6896935
WOS记录号WOS:000607401900015
资助机构National Key Research and Development Program of China (2018YFB1700200) ; National Natural Science Foundation of China (61972389, 61903356, 61803368, U1908212) ; Youth Innovation Promotion Association of the Chinese Academy of Sciences ; National Science and Technology Major Project (2017ZX02101007-004) ; Liaoning Provincial Natural Science Foundation of China (2020-MS-034, 2019-YQ-09) ; China Postdoctoral Science Foundation (2019M661156)
内容类型期刊论文
源URL[http://ir.sia.cn/handle/173321/28205]  
专题沈阳自动化研究所_工业控制网络与系统研究室
通讯作者Jin X(金曦)
作者单位1.Key Laboratory of Networked Control Systems, Chinese Academy of Sciences, Shenyang 110016, China
2.Hong Kong Polytechnic University, Department of Computing, Hong Kong
3.Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang 110016, China
4.Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China
推荐引用方式
GB/T 7714
Jin X,Xia CQ,Guan N,et al. Joint Algorithm of Message Fragmentation and No-Wait Scheduling for Time-Sensitive Networks[J]. IEEE/CAA Journal of Automatica Sinica,2021,8(2):478-490.
APA Jin X,Xia CQ,Guan N,&Zeng P.(2021).Joint Algorithm of Message Fragmentation and No-Wait Scheduling for Time-Sensitive Networks.IEEE/CAA Journal of Automatica Sinica,8(2),478-490.
MLA Jin X,et al."Joint Algorithm of Message Fragmentation and No-Wait Scheduling for Time-Sensitive Networks".IEEE/CAA Journal of Automatica Sinica 8.2(2021):478-490.
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