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计算机工程 ›› 2012, Vol. 38 ›› Issue (15): 240-243. doi: 10.3969/j.issn.1000-3428.2012.15.068

• 工程应用技术与实现 • 上一篇    下一篇

树突状细胞算法在检测任务超时异常中的应用

魏建刚a,b,张曦煌a,b   

  1. (江南大学 a. 物联网工程学院;b. 轻工过程先进控制教育部重点实验室,江苏 无锡 214122)
  • 收稿日期:2011-10-09 出版日期:2012-08-05 发布日期:2012-08-05
  • 作者简介:魏建刚(1986-),男,硕士,主研方向:嵌入式系统,无线网络;张曦煌,教授、博士

Application of Dendritic Cell Algorithm in Detecting Timeout Exception of Task

WEI Jian-gang a,b, ZHANG Xi-huang a,b   

  1. (a. College of Internet of Things; b. Key Laboratory of Advanced Process Control for Light Industry, Ministry of Education, Jiangnan University, Wuxi 214122, China)
  • Received:2011-10-09 Online:2012-08-05 Published:2012-08-05

摘要: 描述树突状细胞算法(DCA)的生物学机理及其主要步骤和适用环境。通过分析实时任务的特征,抽象出应用DCA所需要的参数。以传统检测任务超时方法为基准,验证DCA检测实时任务超时的准确性。实验结果表明,DCA能够节省更多的系统资源,较准确地发现超时异常。

关键词: 人工免疫系统, 危险理论, 树突状细胞算法, 实时任务, 超时异常

Abstract: The biological mechanism, main steps and applicable environment of Dendritic Cell Algorithm(DCA) are described and introduced. Through analyzing the characteristics of real-time task, the required parameters are abstracted and given. Experiment results show that DCA can accurately detect overtime exception appeared in real-time task compared with traditional methods. In addition, this method can provide basis for processing the exceptions.

Key words: artificial immune system, danger theory, Dendritic Cell Algorithm(DCA, real-time task, timeout exception

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