Also See
Overview
- Dongmei
Zhang, Shi Han, Yingnong Dang, Jian-Guang Lou, Haidong Zhang, and
Tao Xie. Software Analytics in
Practice. IEEE
Software, Special Issue on the Many Faces of Software
Analytics, September/October 2013. [PDF][BibTex]
- Dongmei
Zhang, Yingnong Dang, Jian-Guang Lou, Shi Han, Haidong Zhang, and
Tao Xie. Software Analytics as a
Learning Case in Practice: Approaches and Experiences. In
Proceedings of International
Workshop on Machine Learning Technologies in Software
Engineering (MALETS
2011), Lawrence, Kansas, November 2011. [PDF][BibTeX]
Performance Analytics
- Rui Ding, Qiang Fu, Jian-Guang Lou, Qingwei Lin, Dongmei Zhang, and Tao Xie. Mining Historical Issue Repositories to Heal Large-Scale Online Service Systems. In Proceedings of the 39th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2014), Atlanta, Georgia, June 2014. [PDF][BibTeX]
A previous short version appeared in Proceedings of ASE 2012. - Xiao Yu, Shi Han, Dongmei Zhang, and Tao Xie. Comprehending Performance from Real-World Execution Traces: A Device-Driver Case. In Proceedings of the 19th International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS 2014), Salt Lake City, Utah, March 2014. [PDF][BibTeX]
- Qiang Fu, Jieming Zhu, Wenlu Hu, Jian-Guang Lou, Rui Ding, Qingwei Lin, Dongmei Zhang and Tao Xie. Where Do Developers Log? An Empirical Study on Logging Practices in Industry. In Proceedings of the 36th International Conference on Software Engineering (ICSE 2014), Software Engineering in Practice (SEIP), Hyderabad, India, May-June 2014. [PDF][BibTeX]
- Jian-Guang
Lou, Qingwei Lin, Rui Ding, Qiang Fu, Dongmei Zhang, and Tao
Xie. Software Analytics for
Incident Management of Online Services: An Experience Report.
In Proceedings of the 28th
IEEE/ACM International Conference on Automated Software
Engineering (ASE
2013), Experience Papers, Palo Alto, California,
November 2013. [PDF][BibTex]
- Dongmei
Zhang, Shi Han, Yingnong Dang, Jian-Guang Lou, Haidong Zhang, and
Tao Xie. Software Analytics in
Practice. IEEE
Software, Special Issue on the Many Faces of Software
Analytics, September/October 2013. [PDF][BibTex]
- Xusheng
Xiao, Shi Han, Tao Xie, and Dongmei Zhang. Context-Sensitive
Delta Inference for Identifying Workload-Dependent Performance
Bottlenecks. In Proceedings
of the 2013 International Symposium on Software Testing and
Analysis (ISSTA 2013),
Lugano Switzerland, July 2013. [PDF][BibTeX]
- Qiang Fu,
Jian-Guang Lou, Qingwei Lin, Rui Ding, Dongmei Zhang, and Tao Xie.
Contextual Analysis of Program Logs
for Understanding System Behaviors. In Proceedings
of the 10th Working Conference on Mining Software Repositories (MSR 2013), San
Francisco, CA, May 2013. [PDF][BibTeX]
- Qiang Fu,
Jian-Guang Lou, Qing-Wei Lin, Rui Ding, Zihao Ye, Dongmei Zhang,
and Tao Xie. Performance Issue Diagnosis for Online Service
Systems. In Proceedings of the 31st International
Symposium on Reliable Distributed Systems (SRDS
2012), Short Paper, Irvine, California, October 2012.
[PDF][BibTeX]
- Shi Han,
Yingnong Dang, Song Ge, Dongmei Zhang, and Tao Xie. Performance
Debugging in the Large via Mining Millions of Stack Traces. In
Proceedings of the 34th
International Conference on Software Engineering (ICSE 2012),
Zurich, Switzerland, June 2012. [PDF][BibTeX]
Security Analytics
- Yingnong
Dang, Dongmei Zhang, Song Ge, Chengyun Chu, Yingjun Qiu, and Tao
Xie. XIAO: Tuning Code Clones at Hands of Engineers in
Practice. In Proceedings
of 28th Annual Computer Security Applications Conference (ACSAC
2012), Orlando, Florida, December 2012. [PDF][BibTeX]
Productivity Analytics
- Jue Wang,
Yingnong Dang, Hongyu Zhang, Kai Chen, Tao Xie, and Dongmei Zhang.
Mining Succinct and High-Coverage
API Usage Patterns from Source Code. In Proceedings
of the 10th Working Conference on Mining Software Repositories (MSR 2013), San
Francisco, CA, May 2013. [PDF][BibTeX]
- Yida Tao,
Yingnong Dang, Tao Xie, Dongmei Zhang, and Sunghun Kim. How Do
Software Engineers Understand Code Changes? An Exploratory Study
in Industry. In Proceedings
of the 20th ACM SIGSOFT Symposium on the Foundations of Software
Engineering (FSE 2012), Research
Triangle Park, NC, November 2012. [PDF][BibTeX]
Dependability of Data-Analytics Systems
- Sihan Li,
Tian Xiao, Hucheng Zhou, Haoxiang Lin, Haibo Lin, Wei Lin, and Tao
Xie. A Characteristic Study on
Failures of Production Distributed Data-Parallel Programs.
In Proceedings of the 35th
International Conference on Software Engineering (ICSE 2013), Software Engineering in
Practice (SEIP), San Francisco, CA, May 2013. [PDF][BibTeX]
IEEE
Software Best Software Engineering in Practice (SEIP) Paper
Award
- Wujie
Zheng, Hao Ma, Michael R. Lyu, Tao Xie, and Irwin King. Mining
Test Oracles of Web Search Engines. In Proceedings
of the 26th IEEE/ACM International Conference on Automated
Software Engineering (ASE 2011),
Short Paper, Lawrence, Kansas, pages 408-411, November 2011. [PDF][BibTeX]
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