期刊文献+
任意字段
题名或关键词
题名
关键词
文摘
作者
第一作者
机构
刊名
分类号
参考文献
作者简介
基金资助
栏目信息

基于统计学的软件系统预恢复时间阈值计算策略

A Statistical Strategy to Estimate the Optimal Software Rejuvenation Schedules
下载PDF
导出
摘要 软件系统的预恢复是一种预防和主动的容错技术。本文提出了一种基于统计学的软件系统自恢复时间阈值计算算法。该算法基于满足软件系统可用性概率最大化的思想,在系统性能衰退时间分布未知的情况下,根据一定量的性能衰退的检测数据,计算出优化的软件系统自恢复时间阈值。仿真实验结果表明计算结果合理、稳定性好,能有效地应用于实际系统中。 Software rejuvenation, a preventive maintenance technique for software fault tolerance, has been extensively studied in the recent literature. In this paper, we develop a statistical algorithm to estimate the optimal software rejuvenation schedules, provided that the statistical complete sample data of failure times is given, and the optimal software rejuvenation schedules which maximize the system availabilities are derived analytically. Numerical examples illustrate the resulting estimators for the optimal software rejuvenation schedules have quite nice convergence properties and are useful in applying to a real software system in operation without specifying the underlying failure time distributions.
作者 王纪文 徐建 游静 刘凤玉
机构地区 南京理工大学计算机系
出处 《计算机科学》 CSCD 北大核心 2006年第4期258-259,265,共3页 Computer Science
基金 国家自然科学基金(No.60273035)资助
关键词 软件系统预恢复 统计估计 性能衰退时间分布 系统可用性 Software rejuvenation, Statistical estimation, Failure time distribution, Availability
分类号 TP311.52 [自动化与计算机技术—计算机软件与理论] TP301.6 [自动化与计算机技术—计算机系统结构]
  • 相关文献

参考文献9

  • 1Vaidyanthan K , Trivedi K S. A Measurement-Based Model for Estimation of Resource Exhaustion in Operational Software Systems. 10th International Symposium on Software Reliability Engineering. 1999. Boca Raton, Florida
  • 2A Methodology for Deteetion and Estimation of Software Aging,Sachin Garg, Aad van Moorsel. Kalyanaraman Vaidyanthan and Kishor S. Trivedi. In: Proceedings of The Ninth International Symposium on Software Reliability Engineering, 1998
  • 3Bao Yujuan, Sun Xiaobai, Trivedi K S. Adaptive Software Rejuvenation: Degradation Model and Rejuvenation Scheme. 2003 International Conference on Dependable Systems and Networks,2003. San Francisco, California
  • 4Barlow R E,Campo R. total Time on test Processes and Applications to Failure Data analysis, reliability and Fault Tree Analysis ( R. E. Barlow, J. fussell and N. Singpurwalla, eds. ), SIAM, Philadelphia, 1975. 451-481
  • 5Okamura H,Fujimoto A,Dohi T,Osaki S,Trivedi K S. The Optimal Preventive Maintenance Policy for a Software System with Multi Server Station. In: Proc. 6^th ISSAT Int'1 Conf. Reliability and Quality in Design,2000. 451-481
  • 6huang Y, Kintala C, KoletisN, Funton N D. Software Rejuvenation: Analysis, Module and Applications . In: Proc. 25^th IEEE Int'l symp. On Fault Tolerant Computing,IEEE Computer Society Press ,Los Alamitos,CA,1995. 381-390
  • 7Candea G,Delgado M,Chen M,Fox A. Automatic failure-path inference: A generic introspection technique for software systems.In :Proc. 3^rd IEEE Workshop on Internet Applications, San Jose,CA, 2003
  • 8Kephart J O, Chess D M. The vision of autonomic computing.Computer,2003,36(1) ;41-52
  • 9Konstantinou A V,Yemini Y. Programming Systems for Autonomy. In: Proceedings of the Autonomic Computing Workshop fifth Annual International Workshop on Active Middleware Services (Ams'03)
计算机科学
2006年 第4期

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部