期刊文献+

基于软件交互行为日志的动态模型构建 被引量:1

Dynamic modeling based on software interactive behavior log
下载PDF
导出
摘要 建立软件交互行为模型是认识软件的内部机理和运行规律的基础。根据监控收集的典型的电子商务软件交互日志文档,挖掘其中的不变量约束规则,借鉴有限状态机构造方法构建动态模型。为确保模型的确定性和完备性,对模型进行精化和抽象,并给出了相应的建模算法。通过实例证实了该方法的正确性和有效性。 Modeling the networked software interaction behavior is the basis ot unaerstanmng me running rules of the networked software. The software interactive behavior log files are collected by monitoring, and the invari ant constraints are mined from it, a dynamic model learned from the construction of the finite state machine is presented. In order to ensure certainty and completeness of the model, the method of model refinement and abstraction is proposed. The corre sponding algorithms are also designed. Meanwhile, the effectiveness and feasibility of the proposed method are validated through experiments.
出处 《计算机工程与应用》 CSCD 2013年第20期34-39,共6页 Computer Engineering and Applications
基金 国家技术创新基金项目(No.11C26214302856) 湖南省自科基金项目(No.12JJ2036 No.11JJ4050)
关键词 交互行为 有限机 精化和抽象 interactive behavior finite state machine refinement and abstraction
  • 相关文献

参考文献15

  • 1Jayathilake P W D C.A novel mind map based approachfor log data extraction[C]//2011 6th International Confer-ence on Industrial and Information Systems,2011 : 130-135.
  • 2Nagappan M, Vouk M A.Abstracting log lines to log eventtypes for mining software system logs[C]//Proceedings ofMSR,2010:114-117.
  • 3Chuah E, Kuo S H, Hiew P.Diagnosing the root-causes offailures from cluster log flles[C]//Proceedings of High Per-formance Computing(HiPC) ,2010: 1-10.
  • 4Chuvakin A, Peterson G.Logging in the age of web servicesfJ].IEEE Security & Privacy, 2009,7(3): 82-85.
  • 5Peng W, Li T, Ma S.Mining logs files for computing sys-tem management[C]//Proceedings of Autonomic Computing,2005:309-310.
  • 6Singh P, Verma S.Empirical investigation of fault predictioncapability of object oriented metrics of open source soft-ware[C]//Intemational Joint Conference on Computer Sci-ence and Software Engineering( JCSSE) ,2012:323-327.
  • 7Sun B, Shu G,Podgurski A.Propagating bug fixes with fastsubgraph matching[C]//IEEE 21st International Symposiumon Software Reliability Engineering,2010:21-30.
  • 8Anandkumar A, Bisdikian C, Agrawal D.Tracking in a spa-ghetti bowl: monitoring transactions using footprints[C]//SIGMETRICS,2008: 133-144.
  • 9Tan J,Pan X,Kavulya S,et al.SALSA:analyzing logs as statemachines[C]//USENIX Workshop.San Diego, CA: USENIX,2008.
  • 10Tan J, Pan X, Kavulya S, et al.Mochi: visual log-analysisbased tools for debugging hadoop[C]//IEEE InternationalConference on Distributed Computing Systems Workshops.Geneva,Italy: IEEE Computer Society,2010: 795-806.

同被引文献3

引证文献1

二级引证文献3

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