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Supplemental material for: Automatic Debugging of Design Faults in MapReduce applications - MaRDI portal

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Supplemental material for: Automatic Debugging of Design Faults in MapReduce applications

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DOI10.5281/zenodo.8328399Zenodo8328399MaRDI QIDQ6709646

Dataset published at Zenodo repository.

Author name not available (Why is that?)

Publication date: 8 September 2023

Copyright license: No records found.



This is the supplemental material of the paper titled as Automatic Debugging of Design Faults in MapReduce applications published in IEEE Transactions on Software Engineering. Link It contains both the test cases used in the evaluation and the statistical analysis to reproduce the experiments. The supplemental material contains the following files: 1_testCases.zip: all test cases randomly generated for the experiments. The description of the test cases is in ./1_testCases/README.txt 2_executionTestCases.zip: the aggregated data obtained after the execution of the test cases in the debugging techniques: fault localization technique (MRDebug-FL), input reduction technique (MRDebug-IR) and the combination of both techniques (MRDebug-IR-FL). The folder contains csv with the results the experimentation unit, and they are detailed in the ./2_executionTestCases/README.pdf file. 3_notebook.zip: jupyter notebook that contains the analysis done in the experiments. This notebook allows the interactive execution of statistical test and plots. The instructions to install the notebook are in the file 3_notebook.zip/installation.txt. To cite this work: J. Morn, A. Bertolino, C. de la Riva and J. Tuya, "Automatic Debugging of Design Faults in MapReduce Applications," inIEEE Transactions on Software Engineering, vol. 50, no. 4, pp. 956-978, April 2024, doi: 10.1109/TSE.2024.3369766






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