Algorithm research of task scheduling is one of the key techniques in grid computing. This paper firstly describes a DAG task scheduling model used in grid computing environment, secondly discusses generational schedu...Algorithm research of task scheduling is one of the key techniques in grid computing. This paper firstly describes a DAG task scheduling model used in grid computing environment, secondly discusses generational scheduling (GS) and communication inclusion generational scheduling (CIGS) algorithms. Finally, an improved CIGS algorithm is proposed to use in grid computing environment, and it has been proved effectively.展开更多
针对软实时系统中的一类同时具有依赖性与周期性的任务,提出一种基于单行树矩阵(MST)的动态因子均衡调度算法SMD(schedule on matrix of the single tree and dynamic load factor)。该算法通过对MST矩阵的特性进行分析,将任务划分为若...针对软实时系统中的一类同时具有依赖性与周期性的任务,提出一种基于单行树矩阵(MST)的动态因子均衡调度算法SMD(schedule on matrix of the single tree and dynamic load factor)。该算法通过对MST矩阵的特性进行分析,将任务划分为若干并行集,再综合考虑已执行时间、任务间的依赖关系及任务最早截止时间几个要素,以动态因子的形式对任务进行实时调度。最后,还以证明的形式给出了可充分调动的任务集的充分条件,并以此为基础随机生成了测试任务集,进行了对比实验。实验表明,与文献中现有经典算法相比,新算法使处理器利用率提升近15%,任务丢失率降低2%。展开更多
文摘Algorithm research of task scheduling is one of the key techniques in grid computing. This paper firstly describes a DAG task scheduling model used in grid computing environment, secondly discusses generational scheduling (GS) and communication inclusion generational scheduling (CIGS) algorithms. Finally, an improved CIGS algorithm is proposed to use in grid computing environment, and it has been proved effectively.
文摘针对软实时系统中的一类同时具有依赖性与周期性的任务,提出一种基于单行树矩阵(MST)的动态因子均衡调度算法SMD(schedule on matrix of the single tree and dynamic load factor)。该算法通过对MST矩阵的特性进行分析,将任务划分为若干并行集,再综合考虑已执行时间、任务间的依赖关系及任务最早截止时间几个要素,以动态因子的形式对任务进行实时调度。最后,还以证明的形式给出了可充分调动的任务集的充分条件,并以此为基础随机生成了测试任务集,进行了对比实验。实验表明,与文献中现有经典算法相比,新算法使处理器利用率提升近15%,任务丢失率降低2%。
