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模糊动态抢占调度算法
引用本文:金宏,王宏安,王强,傅勇,王晖.模糊动态抢占调度算法[J].计算机学报,2004,27(6):812-818.
作者姓名:金宏  王宏安  王强  傅勇  王晖
作者单位:中国科学院软件研究所,北京,100080
基金项目:国家自然科学基金 ( 60 3 740 5 8,60 3 73 0 5 5 ),国家“八六三”高技术研究发展计划基金 ( 2 0 0 1AA413 0 2 0 )资助
摘    要:针对不确定任务特征,提出应用模糊理论进行动态抢占调度,用语言模糊集来描述任务的不确定特征和不同的优先级等级,利用最大隶属度原理确定任务的优先级等级,采用优先调度高优先级等级任务的调度策略提高重要任务的调度成功率,实现具有不确定任务特征的抢占调度,与传统的EDF和LSF算法相比较,仿真表明,所提算法能够提高重要任务的调度成功率,并降低重要任务的截止期错失率;同时,任务间的平均切换次数大大小于LSF的平均切换次数,而与EDF保持相当,该方法可应用于计算机控制系统的控制任务调度,并借鉴于其它具有不确定任务特征或具有有限优先级等级的实时调度问题研究中。

关 键 词:模糊理论  动态抢占调度  调度策略  调度成功率  不确定任务特征  实时调度  语言模糊集  优先级等级  计算机控制系统

Fuzzy Dynamic Pre-emptive Scheduling Algorithms
JIN Hong,WANG Hong-An,WANG Qiang,FU Yong,WANG Hui.Fuzzy Dynamic Pre-emptive Scheduling Algorithms[J].Chinese Journal of Computers,2004,27(6):812-818.
Authors:JIN Hong  WANG Hong-An  WANG Qiang  FU Yong  WANG Hui
Abstract:Aiming to uncertain task characteristics, it is presented to apply fuzzy theory to dynamic preemptive scheduling. Making use of linguistic fuzzy sets for describing uncertain characteristics and different priority levels, the principle of maximum membership function for determining task priority level, and the policy of scheduling tasks with high priority lever first for increasing the scheduling success ratio of critical tasks, it realizes the preemptive scheduling of tasks with uncertain characteristics. Compared to the classical EDF and LSF, simulations show that the proposed approach can improve the scheduling success ratio of critical tasks and reduce their mean missed deadline rate, meanwhile, mean switching number among tasks gets decreased greatly compared to LSF and is close to EDF. The proposed method can be applied to control task scheduling in computer-controlled systems, and used for reference in real-time scheduling research with uncertain characteristic or limited priority level.
Keywords:real-time scheduling  computer-controlled systems  linguistic fuzzy set  scheduling policy  priority level
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