计算机科学
可扩展性
延迟(音频)
调度(生产过程)
不相交集
多路径路由
多径传播
容错
地铁列车时刻表
整数规划
布线(电子设计自动化)
计算机网络
分布式计算
实时计算
静态路由
路由协议
算法
数学优化
数学
数据库
电信
操作系统
频道(广播)
组合数学
作者
Ayman A. Atallah,Ghaith Bany Hamad,Otmane Aı̈t Mohamed
标识
DOI:10.1109/tii.2019.2950887
摘要
This article addresses the following research question: How to compute no-wait schedules and multipath routings for large-scale time-sensitive networks (TSNs)? TSN must guarantee low latency and fault tolerance. The former requirement is achieved by sending the messages according to a no-wait schedule, whereas the latter is achieved by routing each message through multiple streams of disjoint paths. Computing such schedule and routing is an NP-hard problem. In this article, the aforementioned question is addressed by a three-fold solution: An iterated integer linear programming based scheduling (IIS) technique for scalability; the Degree of Conflict (DoC) between the IIS iterations is minimized by the DoC-aware streams partitioning (DASP) technique, which improves the success rate of the IIS; the fault-tolerance is guaranteed by a DoC-aware multipath routing technique, which integrates the DASP for further improvement in the success rate. Two hundred synthetic test cases are used for performance evaluation. The proposed method scales well, i.e., it handled networks of 21 bridges and 480 messages under 40 min timeout. The success rate of the highly utilized instances raised from 47% by random streams partitioning to 90% by the proposed method.
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