searching for multi-fault programs in defects4j ?
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https://link.springer.com › chapter › 10.1007 › 978-3-030-88106-1_11https://link.springer.com › chapter › 10.1007 › 978-3-030-88106-1_11
Searching for Multi-fault Programs in Defects4J | SpringerLink
In this paper, we build a real-world Java multi-fault dataset by extending Defects4J. Instead of artificially injecting mutation or manually grafting faults, we use iterative search to systematically detect the existence of multiple faults in each version via fully automated transplantation and execution of the fault-revealing test cases. We report that 311 out of 326 studied faulty versions (95.4%) contain multiple faults, ranging from two to 24. The result data and replication …https://arxiv.org › abs › 2108.04455https://arxiv.org › abs › 2108.04455
[2108.04455] Searching for Multi-Fault Programs in Defects4J – arXiv.org
We search for versions of Defects4J subjects that contain multiple faults, by iteratively transplanting fault-revealing test cases across Defects4J versions. Out of 326 studied versions of Defects4J subjects, we report that over 95% (311 versions) actually contain from two to 24 faults. We hope that the extended, multi-fault Defects4J can provide a platform for future research of testing and debugging techniques for multi-fault programs.https://deepai.org › publication › searching-for-multi-fault-programs-in-defects4jhttps://deepai.org › publication › searching-for-multi-fault-programs-in-defects4j
Searching for Multi-Fault Programs in Defects4J | DeepAI
Study of automated debugging techniques for these situations, such as failure clustering or fault localisation for multiple faults, would significantly benefit from a reliable benchmark of multiple, coexisting faults. We search for versions of Defects4J subjects that contain multiple faults, by iteratively transplanting fault-revealing test cases across Defects4J versions. Out of 326 studied versions of Defects4J subjects, we report that over 95 hope that the extended, multi-fault …https://www.researchgate.net › publication › 353819522_Searching_for_Multi-Fault_Programs_in_Defects4Jhttps://www.researchgate.net › publication › 353819522_Searching_for_Multi-Fault_Programs_in_Defects4J
Searching for Multi-Fault Programs in Defects4J
Download Citation | Searching for Multi-Fault Programs in Defects4J | Defects4J has enabled numerous software testing and debugging research work since its introduction. A large part of its …https://www.semanticscholar.org › paper › Searching-for-Multi-Fault-Programs-in-Defects4J-An-Yoon › 13697ba6c68a1e9f4a56e82b42363b74a83e0564https://www.semanticscholar.org › paper › Searching-for-Multi-Fault-Programs-in-Defects4J-An-Yoon › 13697ba6c68a1e9f4a56e82b42363b74a83e0564
Searching for Multi-Fault Programs in Defects4J
Out of 326 studied versions of Defects4J subjects, it is reported that over 95% (311 versions) actually contain from two to 24 faults, which is a platform for future research of testing and debugging techniques for multi-fault programs. Defects4J has enabled numerous software testing and debugging research work since its introduction. A large part of its contribution, and the resulting popularity, lies in the clear separation and distillation of the root cause of each individual test failure …https://www.slideshare.net › GabinAn1 › searching-for-multifault-programs-in-defects4jhttps://www.slideshare.net › GabinAn1 › searching-for-multifault-programs-in-defects4j
Searching for Multi-Fault Programs in Defects4J
18. / 33 Needs of Java Multi-Fault Datasets • Automated multi-fault debugging techniques would significantly benefit from a reliable dataset of realistic multi-fault programs. • The majority of multi-fault debugging techniques are evaluated using only C faults. • Our challenging case, Defects4J, is rarely used in multi-fault debugging studies, although it is the most frequently used dataset in FL and APR. 11https://dl.acm.org › doi › abs › 10.1007 › 978-3-030-88106-1_11https://dl.acm.org › doi › abs › 10.1007 › 978-3-030-88106-1_11
Searching for Multi-fault Programs in Defects4J | Search-Based Software …
Home Browse by Title Proceedings Search-Based Software Engineering: 13th International Symposium, SSBSE 2021, Bari, Italy, October 11-12, 2021, Proceedings Searching for Multi-fault Programs in Defects4Jhttps://link.springer.com › content › pdf › 10.1007 › 978-3-030-88106-1_11.pdfhttps://link.springer.com › content › pdf › 10.1007 › 978-3-030-88106-1_11.pdf
PDF Searching for Multi-fault Programs in Defects4J – Springer
Searching for Multi-fault Programs in Defects4J 157 in each faulty version, and the y-axis shows the number of faulty versions. Out of 326 faulty programs, 95.4% (=311/326) of them contain multiple faults (i.e., # found faults >1). Furthermore, 126 and 22 faulty versions have ≥10 and ≥20 faults, respectively. For example, Closure-90b contains 24 faults. Our repositoryhttps://cs.paperswithcode.com › paper › searching-for-multi-fault-programs-inhttps://cs.paperswithcode.com › paper › searching-for-multi-fault-programs-in
Searching for Multi-Fault Programs in Defects4J – Papers With Code
We search for versions of Defects4J subjects that contain multiple faults, by iteratively transplanting fault-revealing test cases across Defects4J versions. Out of 326 studied versions of Defects4J subjects, we report that over 95% (311 versions) actually contain from two to 24 faults. We hope that the extended, multi-fault Defects4J can provide a platform for future research of testing and debugging techniques for multi-fault programs.https://github.com › coinse › Defects4J-multifaulthttps://github.com › coinse › Defects4J-multifault
GitHub – coinse/Defects4J-multifault: Artifact of Searching for Multi …
Multiple faults dataset for Java programs (Extension of Defects4J) Raw search results are available! Description of result files A Guide to Replication Prerequisite Step 1. Preparing the docker environment Step 2. Running the search Want to test for a single pair of N and M? Step 3. Checkout the multi-fault version (Optional) Step 4. Analysing the search results and creating the dataset of multiple faultsAide pour la recherche
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