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A List Scheduling Heuristic with New Node Priorities and Critical Child Technique for Task Scheduling with Communication Contention

机译:具有新节点优先级的列表调度启发式算法和具有通信争用的关键子技术

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摘要

Task scheduling is becoming an important aspect for parallel programming of modern embedded systems. In this chapter, the application to be scheduled is modeled as a Directed Acyclic Graph (DAG), and the architecture targets parallel embedded systems composed of multiple processors interconnected by buses and/or switches. This chapter presents new list scheduling heuristics with communication contention. Furthermore, we define new node priorities (top level and bottom level) to sort nodes, and propose an advanced technique named critical child to select a processor to execute a node. Experimental results show that the proposed method is effective to reduce the schedule length, and the runtime performance is greatly improved in the cases of medium and high communication. Since the communication cost is increasing from medium to high in modern applications like digital communication and video compression, the proposed method is well-adapted for scheduling these applications over parallel embedded systems.
机译:任务调度已成为现代嵌入式系统并行编程的重要方面。在本章中,将要调度的应用程序建模为有向非循环图(DAG),并且该体系结构的目标是并行嵌入式系统,该系统由通过总线和/或交换机互连的多个处理器组成。本章介绍了具有通信争用的新列表调度试探法。此外,我们定义了新的节点优先级(顶层和底层)来对节点进行排序,并提出了一种称为关键子级的高级技术来选择要执行节点的处理器。实验结果表明,该方法有效缩短了调度时间,在中,高通信情况下,运行时性能大大提高。由于在诸如数字通信和视频压缩的现代应用中通信成本从中等增加到了很高,因此,所提出的方法非常适合在并行嵌入式系统上调度这些应用。

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