enhance fault localization using a 3d surface representation
文献类型:会议论文
作者 | Shi Qiong ; Zhang Zhenyu ; Liu Zhifang ; Gao Xiaopeng |
出版日期 | 2010 |
会议名称 | 2nd International Conference on Computer Research and Development, ICCRD 2010 |
会议日期 | May 7, 201 |
会议地点 | Kuala Lumpur, Malaysia |
关键词 | Data mining Program debugging Software engineering Three dimensional Visualization |
页码 | 720-724 |
英文摘要 | Debugging is a difficult and time-consuming task in software engineering. To locate faults in programs, a statistical fault localization technique makes use of program execution statistics and employs a suspiciousness function to assess the relation between program elements and faults. In this paper, we develop a novel localization technique by using a 3D surface to visualize previous suspiciousness functions and using fault patterns to enhance such a 3D surface. By clustering realistic faults, we determine various fault patterns and use 3D points to represent them. We employ spline method to construct a 3D surface from those 3D points and build our suspiciousness function. Empirical evaluation on a common data set, Siemens suite, shows that the result of our technique is more effective than four existing representative such techniques. © 2010 IEEE. |
收录类别 | EI |
会议主办者 | Int. Assoc. Comput. Sci. Inf. Technol. (IACSIT) |
会议录 | 2nd International Conference on Computer Research and Development, ICCRD 2010
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会议录出版地 | United States |
语种 | 英语 |
ISBN号 | 9780770000000 |
源URL | [http://124.16.136.157/handle/311060/8750] ![]() |
专题 | 软件研究所_软件所图书馆_2010软件所会议论文 |
推荐引用方式 GB/T 7714 | Shi Qiong,Zhang Zhenyu,Liu Zhifang,et al. enhance fault localization using a 3d surface representation[C]. 见:2nd International Conference on Computer Research and Development, ICCRD 2010. Kuala Lumpur, Malaysia. May 7, 201. |
入库方式: OAI收割
来源:软件研究所
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