| Title: | enhance fault localization using a 3d surface representation |
| Author: | Shi Qiong
; Zhang Zhenyu
; Liu Zhifang
; Gao Xiaopeng
|
| Source: | 2nd International Conference on Computer Research and Development, ICCRD 2010
|
| Conference Name: | 2nd International Conference on Computer Research and Development, ICCRD 2010
|
| Conference Date: | May 7, 201
|
| Issued Date: | 2010
|
| Conference Place: | Kuala Lumpur, Malaysia
|
| Keyword: | Data mining
; Program debugging
; Software engineering
; Three dimensional
; Visualization
|
| Publish Place: | United States
|
| Indexed Type: | ei
|
| ISBN: | 9780770000000
|
| Department: | (1) School of Electronics and Computer Science and Technology, North University of China, Taiyuan, China; (2) State Key Laboratory of Computer Science, Institute of Software, Chinese Academy of Sciences, Beijing, China; (3) School of Computer Science and Technology, Beihang University, Beijing, China
|
| Sponsorship: | Int. Assoc. Comput. Sci. Inf. Technol. (IACSIT)
|
| English Abstract: | 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. |
| Language: | 英语
|
| Content Type: | 会议论文
|
| URI: | http://ir.iscas.ac.cn/handle/311060/8750
|
| Appears in Collections: | 中科院软件所图书馆_2010软件所会议论文
|
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| enhance fault localization using a 3d surface representation.pdf（462KB） | -- | -- | 限制开放 | -- | 联系获取全文 |
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| Recommended Citation: | |
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.
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