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ICSE 2020
Wed 24 June - Thu 16 July 2020
Sat 11 Jul 2020 01:05 - 01:13 at Silla - P30-Ecosystems 2 Chair(s): Chang Xu

Much research has investigated the common reasons for build breakages. However, prior research has paid little attention to builds that may break due to reasons that are unlikely to be related to development activities. For example, Continuous Integration (CI) builds may break due to timeout or connection errors while generating the build. Such kinds of build breakages potentially introduce noises to build breakage data, which can lead to misleading results when performing research on CI builds. In this paper, we identify three types of noisy build breakages, namely Environmental, Cascading, and Allowed breakages. Our results reveal that over 50% of build breakages can be noisy. Moreover, we measure the impact of using noisy data on modeling the build breakage. We observe that findings from prior research may not hold if noisy build breakages are excluded from datasets. Therefore, researchers should be more careful about the quality of build breakage data.

Sat 11 Jul
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icse-2020-paper-presentations
01:05 - 02:05: Paper Presentations - P30-Ecosystems 2 at Silla
Chair(s): Chang XuNanjing University
icse-2020-Journal-First01:05 - 01:13
Talk
Taher Ahmed GhalebQueen's University, Daniel Alencar Da CostaUniversity of Otago, Ying ZouQueen's University, Kingston, Ontario, Ahmed E. HassanQueen's University
Link to publication DOI Pre-print
icse-2020-papers01:13 - 01:25
Talk
Lingchao ChenThe University of Texas at Dallas, Foyzul HassanUniversity of Texas at San Antonio, USA, Xiaoyin WangUniversity of Texas at San Antonio, USA, Lingming ZhangThe University of Texas at Dallas
icse-2020-papers01:25 - 01:37
Talk
Ying WangNortheastern University, China, Ming WenHuazhong University of Science and Technology, China, Yepang LiuSouthern University of Science and Technology, Yibo WangNortheastern University, Zhenming LiNortheastern University, Chao WangUniversity of Southern California, Hai YuNortheastern University, China, Shing-Chi CheungDepartment of Computer Science and Engineering, The Hong Kong University of Science and Technology, Chang XuNanjing University, Zhiliang ZhuNortheastern University, China
icse-2020-papers01:37 - 01:49
Talk
Shurui ZhouCarnegie Mellon University, USA / University of Toronto, CA, Bogdan VasilescuCarnegie Mellon University, Christian KästnerCarnegie Mellon University
Pre-print