A High Efficient Task Scheduling Algorithm Based on Heterogeneous Multi-Core Processor

Hui-Sheng Cheng
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引用次数: 23

Abstract

Task scheduling is an important part of high performance multi-core building. The shortcomings of existing task scheduling algorithms is analyzed, and a new efficient heuristic task scheduling algorithm, namely,HCDDSL is proposed in this paper. Firstly, the new algorithm optimizes DAG graph by using clustering, then the nodes are descended by the values of Succ_sum,the task schedule has been processed in the case of insert interval and task duplication are considered. The weight of task in the DAG is considered in the process of schedule. By this means, the result of task schedule is optimized effectively,and the makespan of all tasks is reduced also.The proposed task scheduling algorithm has been analyzed through simulation, the results show that compare to old scheduling algorithm,this new algorithm can shorten the scheduling length of the task graph greatly.
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基于异构多核处理器的高效任务调度算法
任务调度是高性能多核构建的重要组成部分。分析了现有任务调度算法的不足,提出了一种新的高效启发式任务调度算法HCDDSL。该算法首先采用聚类方法对DAG图进行优化,然后利用Succ_sum的值对节点进行降序,同时考虑了插入间隔和任务重复情况下的任务调度问题。在调度过程中考虑了DAG中任务的权值。通过这种方法,有效地优化了任务调度的结果,减小了所有任务的完工时间。通过仿真对所提出的任务调度算法进行了分析,结果表明,与旧的调度算法相比,新算法可以大大缩短任务图的调度长度。
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